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Towards Combinatorial Generalization for Catalysts: A Kohn-Sham Charge-Density Approach
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OpenReview]
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MonoUNI: A Unified Vehicle and Infrastructure-side Monocular 3D Object Detection Network with Sufficient Depth Clues
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OpenReview]
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HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation
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NeRF-IBVS: Visual Servo Based on NeRF for Visual Localization and Navigation
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DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics Simulation
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Spotlight Poster
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Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks
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RangePerception: Taming LiDAR Range View for Efficient and Accurate 3D Object Detection
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ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding
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Greatness in Simplicity: Unified Self-Cycle Consistency for Parser-Free Virtual Try-On
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OpenReview]
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An NLP Benchmark Dataset for Assessing Corporate Climate Policy Engagement
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OpenReview]
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EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks
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RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy
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Spotlight Poster
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Physics-Driven ML-Based Modelling for Correcting Inverse Estimation
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BCDiff: Bidirectional Consistent Diffusion for Instantaneous Trajectory Prediction
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Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning
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TexQ: Zero-shot Network Quantization with Texture Feature Distribution Calibration
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OpenReview]
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Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning
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OpenReview]
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Learning Invariant Representations of Graph Neural Networks via Cluster Generalization
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Cross-modal Active Complementary Learning with Self-refining Correspondence
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Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent
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Provably Safe Reinforcement Learning with Step-wise Violation Constraints
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OpenReview]
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Recovering from Out-of-sample States via Inverse Dynamics in Offline Reinforcement Learning
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OpenReview]
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FairLISA: Fair User Modeling with Limited Sensitive Attributes Information
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Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer
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GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection
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OpenReview]
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Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks
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Computational Complexity of Learning Neural Networks: Smoothness and Degeneracy
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OpenReview]
Creative AI
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Creative AI Videos
Registration Desk
Sun Dec 10 07:00 AM -- 04:00 PM (PST) @ Lobby D (level 1) None
Registration Desk
Expo Demonstration
Sun Dec 10 09:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 4
Real-time Portrait Video Relighting with AI-Generated HDRI maps on Mobile
Expo Demonstration
Sun Dec 10 09:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 6
Enhanced Segmentation for Video Conferencing with On-device Learning (ODL)
Expo Demonstration
Sun Dec 10 09:00 AM -- 10:30 AM & Sun Dec 10 12:00 PM -- 01:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 11
FlowPilot: An LLM-Powered System for Enterprise Data Integration
Expo Demonstration
Sun Dec 10 09:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 5
Fast and Accurate Inference of LLaMA2-Chat 7B on a Smartphone via Quantization Aware Training and Speculative Decoding with Knowledge Distillation
Expo Demonstration
Sun Dec 10 09:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 3
EXAONE Universe: Toward Mindful Language Modeling for Insights and Inspiration
Expo Demonstration
Sun Dec 10 09:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 14
Optimizing LLMs for Code: Fine-tuning Techniques & Architectures
Expo Demonstration
Sun Dec 10 09:00 AM -- 10:30 AM & Sun Dec 10 12:00 PM -- 01:30 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 12
The BAM Laboratory - Empowering AI Builders with User-Centric Tooling
Expo Demonstration
Sun Dec 10 09:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 1
Transforming the Cost of Transformer Inference with Positron AI
Expo Demonstration
Sun Dec 10 09:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 15
Deep Dive into LLM Agents: From Structure to Task Automation at Scale
Expo Demonstration
Sun Dec 10 09:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 7
Fast visual content generation with Stable Diffusion on mobile devices
Expo Demonstration
Sun Dec 10 09:00 AM -- 10:30 AM & Sun Dec 10 12:00 PM -- 01:30 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 9
Cutting-Edge AI Approaches for IT Diagnosis
Expo Talk Panel
Sun Dec 10 09:00 AM -- 09:50 AM (PST) @ Room R06-R09 (level 2) None
Open-source Quantization with Advanced Data Formats
Expo Talk Panel
Sun Dec 10 10:00 AM -- 10:50 AM (PST) @ Room 215 - 216 None
On-device Personal Voice for Accessibility
Expo Talk Panel
Sun Dec 10 10:00 AM -- 10:50 AM (PST) @ Room R06-R09 (level 2) None
The Kitchen and the Lab: Bringing reproducibility and traceability to Bloomberg’s ML practices
Expo Talk Panel
Sun Dec 10 10:00 AM -- 10:50 AM (PST) @ Room 206 - 207 None
Optimizing and Reasoning about LLM Inference: from First Principles to SOTA Techniques
Expo Demonstration
Sun Dec 10 10:30 AM -- 12:00 PM & Sun Dec 10 01:30 PM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 13
IBM Intelligent Remediation for ITOps Incidents powered by Generative AI
Expo Demonstration
Sun Dec 10 10:30 AM -- 12:00 PM & Sun Dec 10 01:30 PM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 8
Log Diagnosis powered via Large Language Model for ITOps
Expo Demonstration
Sun Dec 10 10:30 AM -- 12:00 PM & Sun Dec 10 01:30 PM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 10
Industrial demonstration of popular backbones for Time Series Foundation Models
Expo Talk Panel
Sun Dec 10 11:00 AM -- 11:50 AM (PST) @ Room R06-R09 (level 2) None
Graph Learning Meets Artificial Intelligence
Expo Talk Panel
Sun Dec 10 11:00 AM -- 11:50 AM (PST) @ Room 208 - 210 None
Conversational Recommendations: Present and Future
Expo Talk Panel
Sun Dec 10 11:00 AM -- 11:50 AM (PST) @ Room 215 - 216 None
Artificial Intelligence & Machine Learning Across the Entire Drug Development Pipeline
Expo Talk Panel
Sun Dec 10 11:00 AM -- 11:50 AM (PST) @ Room 206 - 207 None
Understanding the Effectiveness of Large Language Models in Code Translation
Expo Talk Panel
Sun Dec 10 12:00 PM -- 12:50 PM (PST) @ Room 206 - 207 None
Knowledge Base For Everyone
Expo Talk Panel
Sun Dec 10 12:00 PM -- 12:50 PM (PST) @ Room 215 - 216 None
Resonator: Music Space
Expo Talk Panel
Sun Dec 10 12:00 PM -- 12:50 PM (PST) @ Room R06-R09 (level 2) None
Tabular Representation Learning for Dataset Discovery over Data Lakes
Expo Workshop
Sun Dec 10 12:00 PM -- 02:00 PM (PST) @ Room 214 None
AutoGluon 1.0: AutoML at Your Fingertips
Expo Workshop
Sun Dec 10 12:00 PM -- 02:00 PM (PST) @ Room 217 - 219 None
Knowledge-enhanced AI for Industry Verticals
Expo Workshop
Sun Dec 10 12:00 PM -- 02:00 PM (PST) @ Room 208 - 210 None
Building using Llama 2
Expo Workshop
Sun Dec 10 12:00 PM -- 02:00 PM (PST) @ Room 211 - 213 None
Efficient AI Experimentation with Ax
Break
Sun Dec 10 01:00 PM -- 01:30 PM (PST) None
Break
Expo Talk Panel
Sun Dec 10 01:00 PM -- 01:50 PM (PST) @ Room 206 - 207 None
Large Language Models for Artificial Expert Intelligence
Expo Talk Panel
Sun Dec 10 01:00 PM -- 01:50 PM (PST) @ Room 215 - 216 None
MACHINE LEARNING AND OPTIMIZATION FOR AUTOMATED TRADING AT HRT
Expo Talk Panel
Sun Dec 10 01:00 PM -- 01:50 PM (PST) @ Room R06-R09 (level 2) None
Reinforcement Learning: Trends, Applications, and Challenges
Expo Talk Panel
Sun Dec 10 02:00 PM -- 02:50 PM (PST) @ Room 215 - 216 None
Using AI to Improve Control Design Workflows
Expo Talk Panel
Sun Dec 10 02:00 PM -- 02:50 PM (PST) @ Room R06-R09 (level 2) None
The Future is Here: A Deep Dive into Autonomous Agents
Expo Talk Panel
Sun Dec 10 02:00 PM -- 02:50 PM (PST) @ Room 206 - 207 None
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Expo Workshop
Sun Dec 10 02:00 PM -- 04:00 PM (PST) @ Room 217 - 219 None
MARBLE 2: The Second workshop on Machine Learning and Artificial Intelligence for Biologics Engineering
Expo Workshop
Sun Dec 10 02:00 PM -- 04:00 PM (PST) @ Room 208 - 210 None
Communication without language barriers: recent advances in translation foundation models
Expo Workshop
Sun Dec 10 02:00 PM -- 04:00 PM (PST) @ Room 211 - 213 None
Production-ready Reinforcement Learning Active Training
Expo Workshop
Sun Dec 10 02:00 PM -- 04:00 PM (PST) @ Room 214 None
Sony’s Media Content Restoration and Editing with Deep Generative Models and Beyond.
Break
Sun Dec 10 02:30 PM -- 03:00 PM (PST) None
Break
Expo Demonstration
Sun Dec 10 03:00 PM -- 04:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) Table 2
Better Model Development? Make Data the Star of the Show
Expo Talk Panel
Sun Dec 10 03:00 PM -- 03:50 PM (PST) @ Room 215 - 216 None
From Theory to Practice: Incorporating ML Models into Safety-Critical Systems
Expo Talk Panel
Sun Dec 10 03:00 PM -- 03:50 PM (PST) @ Room R06-R09 (level 2) None
Empirical rigor in ML as a massively parallelizable challenge
Expo Talk Panel
Sun Dec 10 03:00 PM -- 03:50 PM (PST) @ Room 206 - 207 None
Augmenting PromptOPS with Partner Products: A Comprehensive Framework for Input-Output Guardrails in Large Language Models
Expo Talk Panel
Sun Dec 10 04:00 PM -- 04:50 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Smaller models can pack a punch in the era of Large Language Models
Registration Desk
Mon Dec 11 05:30 AM -- 04:00 PM (PST) @ Lobby D (level 1) None
Registration Desk
Workshop
Mon Dec 11 06:00 AM -- 01:30 PM (PST) @ Great Hall (level 1) None
Women in ML
Workshop
Mon Dec 11 06:15 AM -- 01:30 PM (PST) @ Room 217 - 219 None
Latinx in AI
Workshop
Mon Dec 11 06:15 AM -- 01:30 PM (PST) @ Room R02-R05 (level 2) None
Black in AI
Workshop
Mon Dec 11 06:15 AM -- 01:30 PM (PST) @ Room 208 - 210 None
New in ML
Workshop
Mon Dec 11 06:30 AM -- 01:30 PM (PST) @ Room 203 - 205 None
Muslims in ML
Workshop
Mon Dec 11 06:30 AM -- 01:30 PM (PST) @ Room 215 - 216 None
North Africans in ML
Workshop
Mon Dec 11 07:00 AM -- 01:15 PM (PST) @ Room 214 None
Indigenous in AI/ML
Break
Mon Dec 11 07:15 AM -- 08:05 AM (PST) None
Break
Workshop
Mon Dec 11 07:30 AM -- 01:30 PM (PST) @ Room R06-R09 (level 2) None
Queer in AI
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Contributing to an Efficient and Democratized Large Model Era
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Recent and Upcoming Developments in Randomized Numerical Linear Algebra for ML
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Slides]
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall D2 (level 1) None
Language Models Meet World Models
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall B1 (level 1) None
How to Work With Real Humans in Human-AI Systems
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall E2 (level 1) None
Latent Diffusion Models: Is the Generative AI Revolution Happening in Latent Space?
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall E (level 1) None
Governance & Accountability for ML: Existing Tools, Ongoing Efforts, & Future Directions
Tutorial
Mon Dec 11 07:45 AM -- 10:15 AM (PST) @ Hall B2 (level 1) None
Data Contribution Estimation for Machine Learning
Workshop
Mon Dec 11 09:00 AM -- 12:00 PM (PST) @ Room 211 - 213 None
Global South AI
Education Outreach
Mon Dec 11 10:00 AM -- 11:40 AM (PST) @ Room 220 - 222 None
Education Outreach
Lunch
Mon Dec 11 10:15 AM -- 11:45 AM (PST) None
Lunch (On Your Own)
Mentorship
Mon Dec 11 10:45 AM -- 02:00 PM (PST) @ Room 235 - 236 None
Science Communication for AI Researchers - A Quick Introduction
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Data-Centric AI for reliable and responsible AI: from theory to practice
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall B1 (level 1) None
Modeling and Exploiting Data Heterogeneity under Distribution Shifts
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Slides]
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall E2 (level 1) None
Application Development using Large Language Models
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall B2 (level 1) None
Machine Learning for Theorem Proving
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall E (level 1) None
What can we do about NeurIPS Reviewer #2?Challenges, Solutions, Experiments and Open Problemsin Peer Review
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Do You Prefer Learning with Preferences?
Tutorial
Mon Dec 11 11:45 AM -- 02:15 PM (PST) @ Hall D2 (level 1) None
Reconsidering Overfitting in the Age of Overparameterized Models
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Slides]
Affinity Poster Session
Mon Dec 11 01:30 PM -- 02:30 PM (PST) @ Great Hall (level 1) None
Joint Poster Session
Break
Mon Dec 11 02:00 PM -- 02:45 PM (PST) None
Break
Opening Remarks
Mon Dec 11 03:00 PM -- 03:25 PM (PST) @ Hall E (level 1) None
Remarks
Invited Talk
Mon Dec 11 03:25 PM -- 04:15 PM (PST) @ Hall E (level 1) None
NextGenAI: The Delusion of Scaling and the Future of Generative AI
Reception
Mon Dec 11 04:15 PM -- 06:30 PM (PST) @ Hall C & D (level 1) None
Welcome Reception
Creative AI
Mon Dec 11 04:30 PM -- 06:00 PM (PST) None
Creative AI Performances 1
Registration Desk
Tue Dec 12 05:30 AM -- 04:00 PM (PST) @ Lobby D (level 1) None
Registration Desk
Invited Talk
Tue Dec 12 06:30 AM -- 07:20 AM (PST) @ Hall E (level 1) None
The Many Faces of Responsible AI
Break
Tue Dec 12 07:15 AM -- 08:05 AM (PST) None
Break
Oral
Tue Dec 12 08:00 AM -- 08:15 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
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Slides]
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OpenReview]
Oral
Tue Dec 12 08:00 AM -- 08:15 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Ordering-based Conditions for Global Convergence of Policy Gradient Methods
In
Oral 1A RL
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Oral
Tue Dec 12 08:00 AM -- 08:15 AM (PST) @ Room R02-R05 (level 2) None
How to Turn Your Knowledge Graph Embeddings into Generative Models
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Slides]
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OpenReview]
Oral
Tue Dec 12 08:00 AM -- 08:15 AM (PST) @ Room R06-R09 (level 2) None
Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization
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OpenReview]
Oral Session
Tue Dec 12 08:00 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
Oral 1D DL Theory
Oral Session
Tue Dec 12 08:00 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Oral 1A RL
Oral Session
Tue Dec 12 08:00 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Oral 1B Datasets & Benchmarks
Oral Session
Tue Dec 12 08:00 AM -- 08:45 AM (PST) @ Room R02-R05 (level 2) None
Oral 1C Tractable models
Oral
Tue Dec 12 08:15 AM -- 08:30 AM (PST) @ Room R02-R05 (level 2) None
Exact Bayesian Inference on Discrete Models via Probability Generating Functions: A Probabilistic Programming Approach
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OpenReview]
Oral
Tue Dec 12 08:15 AM -- 08:30 AM (PST) @ Room R06-R09 (level 2) None
Abide by the law and follow the flow: conservation laws for gradient flows
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Slides]
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OpenReview]
Oral
Tue Dec 12 08:15 AM -- 08:30 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning
In
Oral 1A RL
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OpenReview]
Oral
Tue Dec 12 08:15 AM -- 08:30 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
OpenAssistant Conversations - Democratizing Large Language Model Alignment
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OpenReview]
Oral
Tue Dec 12 08:30 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
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OpenReview]
Oral
Tue Dec 12 08:30 AM -- 08:45 AM (PST) @ Room R02-R05 (level 2) None
Characteristic Circuits
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OpenReview]
Oral
Tue Dec 12 08:30 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore
In
Oral 1A RL
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OpenReview]
Oral
Tue Dec 12 08:30 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
Disentangled Wasserstein Autoencoder for T-Cell Receptor Engineering
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
ChessGPT: Bridging Policy Learning and Language Modeling
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Fragment-based Pretraining and Finetuning on Molecular Graphs
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
AbDiffuser: full-atom generation of in-vitro functioning antibodies
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
Smooth, exact rotational symmetrization for deep learning on point clouds
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
AirDelhi: Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
OceanBench: The Sea Surface Height Edition
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
M5HisDoc: A Large-scale Multi-style Chinese Historical Document Analysis Benchmark
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
AND: Adversarial Neural Degradation for Learning Blind Image Super-Resolution
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
What’s Left? Concept Grounding with Logic-Enhanced Foundation Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Deep Non-line-of-sight Imaging from Under-scanning Measurements
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
JourneyDB: A Benchmark for Generative Image Understanding
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
Glance and Focus: Memory Prompting for Multi-Event Video Question Answering
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
Global Structure-Aware Diffusion Process for Low-light Image Enhancement
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
A High-Resolution Dataset for Instance Detection with Multi-View Object Capture
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
DVSOD: RGB-D Video Salient Object Detection
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
FaceComposer: A Unified Model for Versatile Facial Content Creation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
GenS: Generalizable Neural Surface Reconstruction from Multi-View Images
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
Generalizable One-shot 3D Neural Head Avatar
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
Are These the Same Apple? Comparing Images Based on Object Intrinsics
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
CP-SLAM: Collaborative Neural Point-based SLAM System
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
OpenMask3D: Open-Vocabulary 3D Instance Segmentation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Emergent Correspondence from Image Diffusion
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Mr. HiSum: A Large-scale Dataset for Video Highlight Detection and Summarization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
Hierarchical Open-vocabulary Universal Image Segmentation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
HA-ViD: A Human Assembly Video Dataset for Comprehensive Assembly Knowledge Understanding
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
Topological RANSAC for instance verification and retrieval without fine-tuning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
PrObeD: Proactive Object Detection Wrapper
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
CityRefer: Geography-aware 3D Visual Grounding Dataset on City-scale Point Cloud Data
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
Fine-Grained Cross-View Geo-Localization Using a Correlation-Aware Homography Estimator
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
3D Indoor Instance Segmentation in an Open-World
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
Aligning Gradient and Hessian for Neural Signed Distance Function
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
Video-Mined Task Graphs for Keystep Recognition in Instructional Videos
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
Query-based Temporal Fusion with Explicit Motion for 3D Object Detection
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
XAGen: 3D Expressive Human Avatars Generation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
Knowledge Diffusion for Distillation
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
SANFlow: Semantic-Aware Normalizing Flow for Anomaly Detection
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
ProBio: A Protocol-guided Multimodal Dataset for Molecular Biology Lab
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
DreamSparse: Escaping from Plato’s Cave with 2D Diffusion Model Given Sparse Views
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Online Map Vectorization for Autonomous Driving: A Rasterization Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
LayoutPrompter: Awaken the Design Ability of Large Language Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Dual Mean-Teacher: An Unbiased Semi-Supervised Framework for Audio-Visual Source Localization
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Subject-driven Text-to-Image Generation via Apprenticeship Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
STXD: Structural and Temporal Cross-Modal Distillation for Multi-View 3D Object Detection
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
HubRouter: Learning Global Routing via Hub Generation and Pin-hub Connection
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
Metis: Understanding and Enhancing In-Network Regular Expressions
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
The Cambridge Law Corpus: A Corpus for Legal AI Research
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
Reliable Off-Policy Learning for Dosage Combinations
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
rPPG-Toolbox: Deep Remote PPG Toolbox
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
Coupled Reconstruction of Cortical Surfaces by Diffeomorphic Mesh Deformation
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Slides]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
RaLEs: a Benchmark for Radiology Language Evaluations
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
StressID: a Multimodal Dataset for Stress Identification
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
Differentiable sorting for censored time-to-event data.
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
PopSign ASL v1.0: An Isolated American Sign Language Dataset Collected via Smartphones
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
CLadder: Assessing Causal Reasoning in Language Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
Unified Segment-to-Segment Framework for Simultaneous Sequence Generation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2028
Thrust: Adaptively Propels Large Language Models with External Knowledge
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Binarized Neural Machine Translation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
OpenAssistant Conversations - Democratizing Large Language Model Alignment
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
Faith and Fate: Limits of Transformers on Compositionality
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
ToolQA: A Dataset for LLM Question Answering with External Tools
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Mathematical Capabilities of ChatGPT
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Deductive Verification of Chain-of-Thought Reasoning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
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Slides]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
Towards Efficient Pre-Trained Language Model via Feature Correlation Distillation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models
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Slides]
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
Learning better with Dale’s Law: A Spectral Perspective
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
CORNN: Convex optimization of recurrent neural networks for rapid inference of neural dynamics
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Bayesian target optimisation for high-precision holographic optogenetics
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
Long Sequence Hopfield Memory
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
Data-Driven Network Neuroscience: On Data Collection and Benchmark
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
Are Vision Transformers More Data Hungry Than Newborn Visual Systems?
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Estimating Noise Correlations Across Continuous Conditions With Wishart Processes
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
SwiFT: Swin 4D fMRI Transformer
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
Sequential Memory with Temporal Predictive Coding
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Uncovering motifs of concurrent signaling across multiple neuronal populations
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
Bounded rationality in structured density estimation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Learning Topology-Agnostic EEG Representations with Geometry-Aware Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
Scalable Transformer for PDE Surrogate Modeling
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Geometry-Informed Neural Operator for Large-Scale 3D PDEs
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Equivariant flow matching
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
Domain Agnostic Fourier Neural Operators
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
Online PCA in Converging Self-consistent Field Equations
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
Operator Learning with Neural Fields: Tackling PDEs on General Geometries
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Poster]
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
SoundCam: A Dataset for Finding Humans Using Room Acoustics
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
Classical Simulation of Quantum Circuits: Parallel Environments and Benchmark
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
What Truly Matters in Trajectory Prediction for Autonomous Driving?
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
Model-Based Control with Sparse Neural Dynamics
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
ScenarioNet: Open-Source Platform for Large-Scale Traffic Scenario Simulation and Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
Hierarchical Adaptive Value Estimation for Multi-modal Visual Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
Why Does Sharpness-Aware Minimization Generalize Better Than SGD?
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Towards Unbounded Machine Unlearning
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Alternating Updates for Efficient Transformers
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
Module-wise Adaptive Distillation for Multimodality Foundation Models
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
SEENN: Towards Temporal Spiking Early Exit Neural Networks
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
Triangulation Residual Loss for Data-efficient 3D Pose Estimation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
Training Chain-of-Thought via Latent-Variable Inference
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
Reconciling Competing Sampling Strategies of Network Embedding
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Deep Contract Design via Discontinuous Networks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
On Sparse Modern Hopfield Model
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
GNeSF: Generalizable Neural Semantic Fields
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
Investigating how ReLU-networks encode symmetries
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
RD-Suite: A Benchmark for Ranking Distillation
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
Validated Image Caption Rating Dataset
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Improving multimodal datasets with image captioning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Concept Algebra for (Score-Based) Text-Controlled Generative Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
Inserting Anybody in Diffusion Models via Celeb Basis
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
Add and Thin: Diffusion for Temporal Point Processes
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
DreamWaltz: Make a Scene with Complex 3D Animatable Avatars
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Rethinking Conditional Diffusion Sampling with Progressive Guidance
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Score-based Data Assimilation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
Arbitrarily Scalable Environment Generators via Neural Cellular Automata
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Poster]
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Diffusion Probabilistic Models for Structured Node Classification
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
GlyphControl: Glyph Conditional Control for Visual Text Generation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Improving Diffusion-Based Image Synthesis with Context Prediction
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Slides]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Continuous-Time Functional Diffusion Processes
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Semi-Implicit Denoising Diffusion Models (SIDDMs)
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
On the Generalization Properties of Diffusion Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Constructing Non-isotropic Gaussian Diffusion Model Using Isotropic Gaussian Diffusion Model for Image Editing
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Synthcity: a benchmark framework for diverse use cases of tabular synthetic data
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Modelling Cellular Perturbations with the Sparse Additive Mechanism Shift Variational Autoencoder
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
Beta Diffusion
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
Customizable Image Synthesis with Multiple Subjects
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Poster]
[
OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
Joint Prompt Optimization of Stacked LLMs using Variational Inference
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
Expanding Small-Scale Datasets with Guided Imagination
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
Temporal Dynamic Quantization for Diffusion Models
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
Are GATs Out of Balance?
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
PRODIGY: Enabling In-context Learning Over Graphs
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Efficient Learning of Linear Graph Neural Networks via Node Subsampling
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
Lovász Principle for Unsupervised Graph Representation Learning
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Fine-grained Expressivity of Graph Neural Networks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
Temporal Graph Benchmark for Machine Learning on Temporal Graphs
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
GSLB: The Graph Structure Learning Benchmark
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding
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Poster]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
TopoSRL: Topology preserving self-supervised Simplicial Representation Learning
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Demystifying Oversmoothing in Attention-Based Graph Neural Networks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
Approximately Equivariant Graph Networks
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
CAT-Walk: Inductive Hypergraph Learning via Set Walks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Learning Adaptive Tensorial Density Fields for Clean Cryo-ET Reconstruction
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
Kissing to Find a Match: Efficient Low-Rank Permutation Representation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
An Inverse Scaling Law for CLIP Training
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Analyzing Vision Transformers for Image Classification in Class Embedding Space
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Topology-Aware Uncertainty for Image Segmentation
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Task-aware Distributed Source Coding under Dynamic Bandwidth
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Online learning of long-range dependencies
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Don’t blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions
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Poster]
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
Blurred-Dilated Method for Adversarial Attacks
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
Cola: A Benchmark for Compositional Text-to-image Retrieval
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Towards Last-layer Retraining for Group Robustness with Fewer Annotations
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Improving Adversarial Robustness via Information Bottleneck Distillation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
Asymmetric Certified Robustness via Feature-Convex Neural Networks
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
Implicit Contrastive Representation Learning with Guided Stop-gradient
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Towards In-context Scene Understanding
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
[Re] Masked Autoencoders Are Small Scale Vision Learners: A Reproduction Under Resource Constraints
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Reverse Engineering Self-Supervised Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
Automatic Integration for Spatiotemporal Neural Point Processes
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Taming Local Effects in Graph-based Spatiotemporal Forecasting
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
On the Power of SVD in the Stochastic Block Model
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Transformers learn through gradual rank increase
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
The Crucial Role of Normalization in Sharpness-Aware Minimization
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Abide by the law and follow the flow: conservation laws for gradient flows
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
Swap Agnostic Learning, or Characterizing Omniprediction via Multicalibration
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
Adversarial Examples Exist in Two-Layer ReLU Networks for Low Dimensional Linear Subspaces
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
Polynomially Over-Parameterized Convolutional Neural Networks Contain Structured Strong Winning Lottery Tickets
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
Provable Guarantees for Neural Networks via Gradient Feature Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
On skip connections and normalisation layers in deep optimisation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Small Transformers Compute Universal Metric Embeddings
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JMLR]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
Precise asymptotic generalization for multiclass classification with overparameterized linear models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
Theoretical Analysis of the Inductive Biases in Deep Convolutional Networks
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Learning DAGs from Data with Few Root Causes
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Analysis of Variance of Multiple Causal Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Cause-Effect Inference in Location-Scale Noise Models: Maximum Likelihood vs. Independence Testing
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
CLIP-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Intervention Generalization: A View from Factor Graph Models
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
Conditional independence testing under misspecified inductive biases
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
DataPerf: Benchmarks for Data-Centric AI Development
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Markovian Sliced Wasserstein Distances: Beyond Independent Projections
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning.
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
Koopman Kernel Regression
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
Kernel Stein Discrepancy thinning: a theoretical perspective of pathologies and a practical fix with regularization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Sharp Spectral Rates for Koopman Operator Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
Improved Best-of-Both-Worlds Guarantees for Multi-Armed Bandits: FTRL with General Regularizers and Multiple Optimal Arms
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
MAViL: Masked Audio-Video Learners
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
SNEkhorn: Dimension Reduction with Symmetric Entropic Affinities
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
DynaDojo: An Extensible Platform for Benchmarking Scaling in Dynamical System Identification
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
Learning Curves for Deep Structured Gaussian Feature Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
When Does Confidence-Based Cascade Deferral Suffice?
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
FedL2P: Federated Learning to Personalize
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Adaptive Test-Time Personalization for Federated Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Language Semantic Graph Guided Data-Efficient Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Mixed Samples as Probes for Unsupervised Model Selection in Domain Adaptation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
Scalarization for Multi-Task and Multi-Domain Learning at Scale
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
Zero-Shot Anomaly Detection via Batch Normalization
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Optimal testing using combined test statistics across independent studies
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
Multi-Swap k-Means++
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Binary Classification with Confidence Difference
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Orthogonal Non-negative Tensor Factorization based Multi-view Clustering
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
Harnessing Hard Mixed Samples with Decoupled Regularizer
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
Semi-Supervised Domain Generalization with Known and Unknown Classes
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Neural Fields with Hard Constraints of Arbitrary Differential Order
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
On the Convergence to a Global Solution of Shuffling-Type Gradient Algorithms
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
Path following algorithms for $\ell_2$-regularized $M$-estimation with approximation guarantee
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Non-Convex Bilevel Optimization with Time-Varying Objective Functions
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
Zeroth-Order Methods for Nondifferentiable, Nonconvex, and Hierarchical Federated Optimization
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
Distributionally Robust Linear Quadratic Control
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Connected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Similarity, Compression and Local Steps: Three Pillars of Efficient Communications for Distributed Variational Inequalities
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Boosting with Tempered Exponential Measures
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
Computational Guarantees for Doubly Entropic Wasserstein Barycenters
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Advancing Bayesian Optimization via Learning Correlated Latent Space
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Optimizing over trained GNNs via symmetry breaking
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
GloptiNets: Scalable Non-Convex Optimization with Certificates
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Globally solving the Gromov-Wasserstein problem for point clouds in low dimensional Euclidean spaces
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
Robust Learning for Smoothed Online Convex Optimization with Feedback Delay
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Exponentially Convergent Algorithms for Supervised Matrix Factorization
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
Stable Nonconvex-Nonconcave Training via Linear Interpolation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
A Unified Approach for Maximizing Continuous DR-submodular Functions
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
Weitzman's Rule for Pandora's Box with Correlations
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
LogSpecT: Feasible Graph Learning Model from Stationary Signals with Recovery Guarantees
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
A Guide Through the Zoo of Biased SGD
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
Optimal Extragradient-Based Algorithms for Stochastic Variational Inequalities with Separable Structure
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
Bayesian Optimization with Cost-varying Variable Subsets
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Failure-Aware Gaussian Process Optimization with Regret Bounds
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Self-Correcting Bayesian Optimization through Bayesian Active Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
How to Turn Your Knowledge Graph Embeddings into Generative Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
L-C2ST: Local Diagnostics for Posterior Approximations in Simulation-Based Inference
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Moment Matching Denoising Gibbs Sampling
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Model and Feature Diversity for Bayesian Neural Networks in Mutual Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Collapsed Inference for Bayesian Deep Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Quantification of Uncertainty with Adversarial Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
Exact Bayesian Inference on Discrete Models via Probability Generating Functions: A Probabilistic Programming Approach
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Energy-Based Sliced Wasserstein Distance
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
On the Identifiability and Interpretability of Gaussian Process Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Probabilistic Exponential Integrators
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Approximate inference of marginals using the IBIA framework
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Characteristic Circuits
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
Fast Conditional Mixing of MCMC Algorithms for Non-log-concave Distributions
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
Learning Rate Free Sampling in Constrained Domains
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Discriminative Calibration: Check Bayesian Computation from Simulations and Flexible Classifier
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Provable benefits of annealing for estimating normalizing constants: Importance Sampling, Noise-Contrastive Estimation, and beyond
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Structure Learning with Adaptive Random Neighborhood Informed MCMC
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Amortized Reparametrization: Efficient and Scalable Variational Inference for Latent SDEs
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Behavior Alignment via Reward Function Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
Policy Optimization for Continuous Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
Supervised Pretraining Can Learn In-Context Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1309
Offline Reinforcement Learning with Differential Privacy
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
Online Nonstochastic Model-Free Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
Learning World Models with Identifiable Factorization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Learning Generalizable Agents via Saliency-guided Features Decorrelation
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Slides]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Accelerating Exploration with Unlabeled Prior Data
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
KuaiSim: A Comprehensive Simulator for Recommender Systems
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Imitation Learning from Imperfection: Theoretical Justifications and Algorithms
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Model-Free Active Exploration in Reinforcement Learning
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Facing Off World Model Backbones: RNNs, Transformers, and S4
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Poster]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Probabilistic Inference in Reinforcement Learning Done Right
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Offline Imitation Learning with Variational Counterfactual Reasoning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
ODE-based Recurrent Model-free Reinforcement Learning for POMDPs
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
MIMEx: Intrinsic Rewards from Masked Input Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Guide Your Agent with Adaptive Multimodal Rewards
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
COOM: A Game Benchmark for Continual Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
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Slides]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
Learning from Active Human Involvement through Proxy Value Propagation
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with $\epsilon$-Greedy Exploration
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Learning from Visual Observation via Offline Pretrained State-to-Go Transformer
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Reinforcement Learning with Fast and Forgetful Memory
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
The Benefits of Being Distributional: Small-Loss Bounds for Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Kernelized Reinforcement Learning with Order Optimal Regret Bounds
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Ordering-based Conditions for Global Convergence of Policy Gradient Methods
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Learning Shared Safety Constraints from Multi-task Demonstrations
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
Information Design in Multi-Agent Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
Policy Space Diversity for Non-Transitive Games
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
Conservative Offline Policy Adaptation in Multi-Agent Games
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
Diverse Conventions for Human-AI Collaboration
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
How to Fine-tune the Model: Unified Model Shift and Model Bias Policy Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2027
On the Planning Abilities of Large Language Models - A Critical Investigation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Egocentric Planning for Scalable Embodied Task Achievement
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Percentile Criterion Optimization in Offline Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Train Hard, Fight Easy: Robust Meta Reinforcement Learning
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
Risk-Averse Model Uncertainty for Distributionally Robust Safe Reinforcement Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Renku: a platform for sustainable data science
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
OpenDataVal: a Unified Benchmark for Data Valuation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
Disentangling Cognitive Diagnosis with Limited Exercise Labels
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1514
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
StateMask: Explaining Deep Reinforcement Learning through State Mask
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
GLIME: General, Stable and Local LIME Explanation
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma
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Poster]
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
A Path to Simpler Models Starts With Noise
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Towards a fuller understanding of neurons with Clustered Compositional Explanations
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
Participatory Personalization in Classification
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Poster]
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OpenReview]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network
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Slides]
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Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Stable Bias: Evaluating Societal Representations in Diffusion Models
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint
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Slides]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Anonymous Learning via Look-Alike Clustering: A Precise Analysis of Model Generalization
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Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
Model Sparsity Can Simplify Machine Unlearning
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Paper]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2025
Penguin: Parallel-Packed Homomorphic Encryption for Fast Graph Convolutional Network Inference
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Slides]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
Optimal privacy guarantees for a relaxed threat model: Addressing sub-optimal adversaries in differentially private machine learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Better Private Linear Regression Through Better Private Feature Selection
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
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Slides]
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Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
On Differentially Private Sampling from Gaussian and Product Distributions
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Differentially Private Approximate Near Neighbor Counting in High Dimensions
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
The Target-Charging Technique for Privacy Analysis across Interactive Computations
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Differentially Private Image Classification by Learning Priors from Random Processes
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Gaussian Differential Privacy on Riemannian Manifolds
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Black-box Backdoor Defense via Zero-shot Image Purification
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Slides]
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1623
ProPILE: Probing Privacy Leakage in Large Language Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
Where Did I Come From? Origin Attribution of AI-Generated Images
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
RECESS Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
Stability Guarantees for Feature Attributions with Multiplicative Smoothing
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
TRIAGE: Characterizing and auditing training data for improved regression
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Selective Sampling and Imitation Learning via Online Regression
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
Contextual Bandits and Imitation Learning with Preference-Based Active Queries
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Learning Domain-Aware Detection Head with Prompt Tuning
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Subspace Identification for Multi-Source Domain Adaptation
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
SoTTA: Robust Test-Time Adaptation on Noisy Data Streams
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
A Fast and Accurate Estimator for Large Scale Linear Model via Data Averaging
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Global Identifiability of $\ell_1$-based Dictionary Learning via Matrix Volume Optimization
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Supply-Side Equilibria in Recommender Systems
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Fair Allocation of Indivisible Chores: Beyond Additive Costs
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Efficient Subgame Refinement for Extensive-form Games
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Mode Connectivity in Auction Design
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Is Learning in Games Good for the Learners?
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
On the Interplay between Social Welfare and Tractability of Equilibria
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
The Equivalence of Dynamic and Strategic Stability under Regularized Learning in Games
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Persuading Farsighted Receivers in MDPs: the Power of Honesty
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
Data Market Design through Deep Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Bottleneck Structure in Learned Features: Low-Dimension vs Regularity Tradeoff
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
Learning Mixtures of Gaussians Using the DDPM Objective
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Generalization in the Face of Adaptivity: A Bayesian Perspective
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
Agnostically Learning Single-Index Models using Omnipredictors
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
List and Certificate Complexities in Replicable Learning
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
A unified framework for information-theoretic generalization bounds
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Can semi-supervised learning use all the data effectively? A lower bound perspective
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space
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OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Regularization properties of adversarially-trained linear regression
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Feature Adaptation for Sparse Linear Regression
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
A Theory of Unsupervised Translation Motivated by Understanding Animal Communication
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Poster]
[
OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Adversarial Attacks on Online Learning to Rank with Click Feedback
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
On the Minimax Regret for Online Learning with Feedback Graphs
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Online Convex Optimization with Unbounded Memory
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
A Batch-to-Online Transformation under Random-Order Model
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
Practical Contextual Bandits with Feedback Graphs
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
High-dimensional Contextual Bandit Problem without Sparsity
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Smoothed Analysis of Sequential Probability Assignment
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
Dynamic Pricing and Learning with Bayesian Persuasion
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
No-Regret Learning with Unbounded Losses: The Case of Logarithmic Pooling
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima
[
Slides]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Tight Risk Bounds for Gradient Descent on Separable Data
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
The probability flow ODE is provably fast
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
Matrix Compression via Randomized Low Rank and Low Precision Factorization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes
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Poster]
[
OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Online RL in Linearly $q^\pi$-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
When is Agnostic Reinforcement Learning Statistically Tractable?
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
Optimistic Active Exploration of Dynamical Systems
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Provably (More) Sample-Efficient Offline RL with Options
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics
[
JMLR]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Provably Efficient Algorithm for Nonstationary Low-Rank MDPs
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
On the Sublinear Regret of GP-UCB
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Monte Carlo Tree Search with Boltzmann Exploration
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Norm-based Generalization Bounds for Sparse Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Understanding and Mitigating Copying in Diffusion Models
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
The Double-Edged Sword of Implicit Bias: Generalization vs. Robustness in ReLU Networks
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
Locality-Aware Generalizable Implicit Neural Representation
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Reproducibility Study of ”CartoonX: Cartoon Explanations of Image Classifiers”
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
Data-Informed Geometric Space Selection
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
Should We Learn Most Likely Functions or Parameters?
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Maximum State Entropy Exploration using Predecessor and Successor Representations
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1927
Degraded Polygons Raise Fundamental Questions of Neural Network Perception
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Evaluating Self-Supervised Learning for Molecular Graph Embeddings
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
HT-Step: Aligning Instructional Articles with How-To Videos
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
Explaining the Uncertain: Stochastic Shapley Values for Gaussian Process Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Holistic Evaluation of Text-to-Image Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
DISCS: A Benchmark for Discrete Sampling
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Mitigating Source Bias for Fairer Weak Supervision
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
Language Model Alignment with Elastic Reset
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
[Re] VAE Approximation Error: ELBO and Exponential Families
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Distribution-Free Statistical Dispersion Control for Societal Applications
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Near Optimal Reconstruction of Spherical Harmonic Expansions
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Reproducibility study of 'Proto2Proto: Can you recognise the car, the way I do?'
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
May the Force be with You: Unified Force-Centric Pre-Training for 3D Molecular Conformations
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Certification of Distributional Individual Fairness
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Estimating Causal Effects Identifiable from a Combination of Observations and Experiments
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
The Best of Both Worlds in Network Population Games: Reaching Consensus and Convergence to Equilibrium
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Poster]
[
OpenReview]
Poster
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
[Re] Hierarchical Shrinkage: Improving the Accuracy and Interpretability of Tree-Based Methods
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Poster]
[
OpenReview]
Poster Session
Tue Dec 12 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) None
Poster Session 1
Lunch
Tue Dec 12 10:45 AM -- 12:15 PM (PST) None
Lunch (On Your Own)
Invited Talk
Tue Dec 12 12:15 PM -- 01:05 PM (PST) @ Hall E (level 1) None
Coherence statistics, self-generated experience and why young humans are much smarter than current AI.
Creative AI
Tue Dec 12 01:05 PM -- 01:40 PM (PST) @ Hall D1 (level 1) None
Creative AI Session 1
Test Of Time
Tue Dec 12 01:05 PM -- 01:25 PM (PST) @ Hall E (level 1) None
Test of Time Award Talk:Distributed Representations of Words and Phrases and their Compositionality
Break
Tue Dec 12 01:20 PM -- 01:45 PM (PST) None
Coffee Only
Oral
Tue Dec 12 01:40 PM -- 01:55 PM (PST) @ Room R06-R09 (level 2) None
Nearly Tight Bounds For Differentially Private Multiway Cut
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OpenReview]
Oral
Tue Dec 12 01:40 PM -- 01:55 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Rotating Features for Object Discovery
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OpenReview]
Oral
Tue Dec 12 01:40 PM -- 01:55 PM (PST) @ Room R02-R05 (level 2) None
Learning Linear Causal Representations from Interventions under General Nonlinear Mixing
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Slides]
[
OpenReview]
Oral
Tue Dec 12 01:40 PM -- 01:55 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
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OpenReview]
Oral Session
Tue Dec 12 01:40 PM -- 02:40 PM (PST) @ Room R02-R05 (level 2) None
Oral 2C Causality
Oral Session
Tue Dec 12 01:40 PM -- 02:40 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Oral 2A Efficient Learning
Oral Session
Tue Dec 12 01:40 PM -- 02:40 PM (PST) @ Room R06-R09 (level 2) None
Oral 2D Privacy
Oral Session
Tue Dec 12 01:40 PM -- 02:40 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Oral 2B Objects/ Neuroscience/Vision
Oral
Tue Dec 12 01:55 PM -- 02:10 PM (PST) @ Room R06-R09 (level 2) None
Privacy Auditing with One (1) Training Run
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OpenReview]
Oral
Tue Dec 12 01:55 PM -- 02:10 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
QLoRA: Efficient Finetuning of Quantized LLMs
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Slides]
[
OpenReview]
Oral
Tue Dec 12 01:55 PM -- 02:10 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment
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OpenReview]
Oral
Tue Dec 12 01:55 PM -- 02:10 PM (PST) @ Room R02-R05 (level 2) None
A Measure-Theoretic Axiomatisation of Causality
[
OpenReview]
Oral
Tue Dec 12 02:10 PM -- 02:25 PM (PST) @ Room R02-R05 (level 2) None
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
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Slides]
[
OpenReview]
Oral
Tue Dec 12 02:10 PM -- 02:25 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation
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OpenReview]
Oral
Tue Dec 12 02:10 PM -- 02:25 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Scaling Data-Constrained Language Models
[
OpenReview]
Oral
Tue Dec 12 02:10 PM -- 02:25 PM (PST) @ Room R06-R09 (level 2) None
Private Everlasting Prediction
[
OpenReview]
Oral
Tue Dec 12 02:25 PM -- 02:40 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
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OpenReview]
Oral
Tue Dec 12 02:25 PM -- 02:40 PM (PST) @ Room R06-R09 (level 2) None
User-Level Differential Privacy With Few Examples Per User
[
OpenReview]
Oral
Tue Dec 12 02:25 PM -- 02:40 PM (PST) @ Room R02-R05 (level 2) None
Causal normalizing flows: from theory to practice
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Slides]
[
OpenReview]
Oral
Tue Dec 12 02:25 PM -- 02:40 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Bridging Discrete and Backpropagation: Straight-Through and Beyond
[
OpenReview]
Break
Tue Dec 12 02:45 PM -- 03:30 PM (PST) None
Break
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
De novo Drug Design using Reinforcement Learning with Multiple GPT Agents
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
Accelerating Molecular Graph Neural Networks via Knowledge Distillation
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
GeoTMI: Predicting Quantum Chemical Property with Easy-to-Obtain Geometry via Positional Denoising
[
Slides]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
LinkerNet: Fragment Poses and Linker Co-Design with 3D Equivariant Diffusion
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
3D-Aware Visual Question Answering about Parts, Poses and Occlusions
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
Towards A Richer 2D Understanding of Hands at Scale
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
Tuning Multi-mode Token-level Prompt Alignment across Modalities
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
Towards Label-free Scene Understanding by Vision Foundation Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
Adaptive Contextual Perception: How To Generalize To New Backgrounds and Ambiguous Objects
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
M$^{2}$SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
Volume Feature Rendering for Fast Neural Radiance Field Reconstruction
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
HotBEV: Hardware-oriented Transformer-based Multi-View 3D Detector for BEV Perception
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
Mask Propagation for Efficient Video Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
VPGTrans: Transfer Visual Prompt Generator across LLMs
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
Masked Image Residual Learning for Scaling Deeper Vision Transformers
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
Generative Category-level Object Pose Estimation via Diffusion Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
LuminAIRe: Illumination-Aware Conditional Image Repainting for Lighting-Realistic Generation
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
StreamNet: Memory-Efficient Streaming Tiny Deep Learning Inference on the Microcontroller
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
Segment Anything in 3D with NeRFs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
Discovering Intrinsic Spatial-Temporal Logic Rules to Explain Human Actions
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
MixFormerV2: Efficient Fully Transformer Tracking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Stanford-ORB: A Real-World 3D Object Inverse Rendering Benchmark
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
Real-World Image Super-Resolution as Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
Tame a Wild Camera: In-the-Wild Monocular Camera Calibration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
Label-efficient Segmentation via Affinity Propagation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
DAC-DETR: Divide the Attention Layers and Conquer
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
CamoPatch: An Evolutionary Strategy for Generating Camoflauged Adversarial Patches
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
DDF-HO: Hand-Held Object Reconstruction via Conditional Directed Distance Field
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
Real3D-AD: A Dataset of Point Cloud Anomaly Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
PAPR: Proximity Attention Point Rendering
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
Multi-body SE(3) Equivariance for Unsupervised Rigid Segmentation and Motion Estimation
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
Structure from Duplicates: Neural Inverse Graphics from a Pile of Objects
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Training on Foveated Images Improves Robustness to Adversarial Attacks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
ViSt3D: Video Stylization with 3D CNN
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Compressed Video Prompt Tuning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
Decorate3D: Text-Driven High-Quality Texture Generation for Mesh Decoration in the Wild
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
Uni3DETR: Unified 3D Detection Transformer
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
Mitigating the Effect of Incidental Correlations on Part-based Learning
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Slides]
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
What Do Deep Saliency Models Learn about Visual Attention?
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
SALSA VERDE: a machine learning attack on LWE with sparse small secrets
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
PoET: A generative model of protein families as sequences-of-sequences
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
HyTrel: Hypergraph-enhanced Tabular Data Representation Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
Incomplete Multimodality-Diffused Emotion Recognition
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
Composing Parameter-Efficient Modules with Arithmetic Operation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
Augmenting Language Models with Long-Term Memory
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
Birth of a Transformer: A Memory Viewpoint
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
Large language models transition from integrating across position-yoked, exponential windows to structure-yoked, power-law windows
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
Grammar Prompting for Domain-Specific Language Generation with Large Language Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
Self-Evaluation Guided Beam Search for Reasoning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
Preference-grounded Token-level Guidance for Language Model Fine-tuning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
Hierarchical VAEs provide a normative account of motion processing in the primate brain
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
Joint processing of linguistic properties in brains and language models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
Energy Guided Diffusion for Generating Neurally Exciting Images
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Strong and Precise Modulation of Human Percepts via Robustified ANNs
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Slides]
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
Large Language Models are Visual Reasoning Coordinators
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Spike-driven Transformer
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
Scaling laws for language encoding models in fMRI
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
A normative theory of social conflict
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Computing a human-like reaction time metric from stable recurrent vision models
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis
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Slides]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
Convolution Monge Mapping Normalization for learning on sleep data
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
Solving Inverse Physics Problems with Score Matching
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
Training neural operators to preserve invariant measures of chaotic attractors
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
PETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under nonparametrized geometrical variability
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
Unifying Predictions of Deterministic and Stochastic Physics in Mesh-reduced Space with Sequential Flow Generative Model
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Transformer-based Planning for Symbolic Regression
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
Online POMDP Planning with Anytime Deterministic Guarantees
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Accelerating Motion Planning via Optimal Transport
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
POMDP Planning for Object Search in Partially Unknown Environment
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
Diversify Your Vision Datasets with Automatic Diffusion-based Augmentation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Meet in the Middle: A New Pre-training Paradigm
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
A General Framework for Equivariant Neural Networks on Reductive Lie Groups
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
Tanh Works Better with Asymmetry
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
Lightweight Vision Transformer with Bidirectional Interaction
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Systematic Visual Reasoning through Object-Centric Relational Abstraction
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
Probabilistic Weight Fixing: Large-scale training of neural network weight uncertainties for quantisation.
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
Sharpness-Aware Minimization Leads to Low-Rank Features
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Clustering the Sketch: Dynamic Compression for Embedding Tables
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
You Only Condense Once: Two Rules for Pruning Condensed Datasets
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
Module-wise Training of Neural Networks via the Minimizing Movement Scheme
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Bridging Discrete and Backpropagation: Straight-Through and Beyond
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
Learning Sample Difficulty from Pre-trained Models for Reliable Prediction
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
Accurate Interpolation for Scattered Data through Hierarchical Residual Refinement
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
Polyhedron Attention Module: Learning Adaptive-order Interactions
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
Designing Robust Transformers using Robust Kernel Density Estimation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
Schema-learning and rebinding as mechanisms of in-context learning and emergence
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
Geometric Transformer with Interatomic Positional Encoding
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
Coneheads: Hierarchy Aware Attention
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
Random-Access Infinite Context Length for Transformers
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
How a Student becomes a Teacher: learning and forgetting through Spectral methods
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
Pruning vs Quantization: Which is Better?
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
QLoRA: Efficient Finetuning of Quantized LLMs
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
The Quantization Model of Neural Scaling
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
A Unified Framework for U-Net Design and Analysis
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
Recommender Systems with Generative Retrieval
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
Addressing Negative Transfer in Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
AmadeusGPT: a natural language interface for interactive animal behavioral analysis
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Diffusion Model for Graph Inverse Problems: Towards Effective Source Localization on Complex Networks
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Towards Efficient Image Compression Without Autoregressive Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
PTQD: Accurate Post-Training Quantization for Diffusion Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
Training Energy-Based Normalizing Flow with Score-Matching Objectives
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Score-based Source Separation with Applications to Digital Communication Signals
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
HeadSculpt: Crafting 3D Head Avatars with Text
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
Optimal Transport-Guided Conditional Score-Based Diffusion Model
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Gaussian Mixture Solvers for Diffusion Models
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Im-Promptu: In-Context Composition from Image Prompts
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
Scenario Diffusion: Controllable Driving Scenario Generation With Diffusion
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
Idempotent Learned Image Compression with Right-Inverse
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
TextDiffuser: Diffusion Models as Text Painters
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
Direct Diffusion Bridge using Data Consistency for Inverse Problems
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
In-Context Learning Unlocked for Diffusion Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Learning Energy-based Model via Dual-MCMC Teaching
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
Complexity Matters: Rethinking the Latent Space for Generative Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
Energy Discrepancies: A Score-Independent Loss for Energy-Based Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
VideoComposer: Compositional Video Synthesis with Motion Controllability
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Universal Prompt Tuning for Graph Neural Networks
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
Three Iterations of (d − 1)-WL Test Distinguish Non Isometric Clouds of d-dimensional Points
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFT
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Recurrent Temporal Revision Graph Networks
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Learning Large Graph Property Prediction via Graph Segment Training
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Graph Contrastive Learning with Stable and Scalable Spectral Encoding
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
Calibrate and Boost Logical Expressiveness of GNN Over Multi-Relational and Temporal Graphs
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
V-InFoR: A Robust Graph Neural Networks Explainer for Structurally Corrupted Graphs
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
Reversible and irreversible bracket-based dynamics for deep graph neural networks
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
Implicit Convolutional Kernels for Steerable CNNs
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
CoLLAT: On Adding Fine-grained Audio Understanding to Language Models using Token-Level Locked-Language Tuning
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Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
Rotating Features for Object Discovery
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Topological Obstructions and How to Avoid Them
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Learning Unseen Modality Interaction
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
CAPro: Webly Supervised Learning with Cross-modality Aligned Prototypes
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
Convolutional State Space Models for Long-Range Spatiotemporal Modeling
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Evolving Connectivity for Recurrent Spiking Neural Networks
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Robust Learning with Progressive Data Expansion Against Spurious Correlation
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Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Hierarchical Randomized Smoothing
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
Exploiting Connections between Lipschitz Structures for Certifiably Robust Deep Equilibrium Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
Effective Targeted Attacks for Adversarial Self-Supervised Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
Video Dynamics Prior: An Internal Learning Approach for Robust Video Enhancements
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
A Theory of Transfer-Based Black-Box Attacks: Explanation and Implications
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
The Adversarial Consistency of Surrogate Risks for Binary Classification
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Optimal Transport Model Distributional Robustness
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Fantastic Robustness Measures: The Secrets of Robust Generalization
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Cross-Scale MAE: A Tale of Multiscale Exploitation in Remote Sensing
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
No Representation Rules Them All in Category Discovery
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Test-time Training for Matching-based Video Object Segmentation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Understanding Contrastive Learning via Distributionally Robust Optimization
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
Self-supervised Object-Centric Learning for Videos
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Identifiable Contrastive Learning with Automatic Feature Importance Discovery
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
Change point detection and inference in multivariate non-parametric models under mixing conditions
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
Pairwise Causality Guided Transformers for Event Sequences
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
Learning threshold neurons via edge of stability
[
OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement.
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Representational Strengths and Limitations of Transformers
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
A General Theory of Correct, Incorrect, and Extrinsic Equivariance
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
Globally injective and bijective neural operators
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
On student-teacher deviations in distillation: does it pay to disobey?
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
The Exact Sample Complexity Gain from Invariances for Kernel Regression
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Reliable learning in challenging environments
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
Convergence of mean-field Langevin dynamics: time-space discretization, stochastic gradient, and variance reduction
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Scaling Data-Constrained Language Models
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Phase diagram of early training dynamics in deep neural networks: effect of the learning rate, depth, and width
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
Passive learning of active causal strategies in agents and language models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Comparing Causal Frameworks: Potential Outcomes, Structural Models, Graphs, and Abstractions
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Reusable Slotwise Mechanisms
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Slides]
[
Poster]
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
Causal normalizing flows: from theory to practice
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
Global Optimality in Bivariate Gradient-based DAG Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Causal discovery from observational and interventional data across multiple environments
[
OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
A Measure-Theoretic Axiomatisation of Causality
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
Estimating Propensity for Causality-based Recommendation without Exposure Data
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
A Cross-Moment Approach for Causal Effect Estimation
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Conformalized matrix completion
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
Loss Decoupling for Task-Agnostic Continual Learning
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
Beyond probability partitions: Calibrating neural networks with semantic aware grouping
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Inner Product-based Neural Network Similarity
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
Time-uniform confidence bands for the CDF under nonstationarity
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
Flow: Per-instance Personalized Federated Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Neuro-symbolic Learning Yielding Logical Constraints
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Deep learning with kernels through RKHM and the Perron-Frobenius operator
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
Fast Approximation of Similarity Graphs with Kernel Density Estimation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Learning Functional Transduction
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Gradient-Free Kernel Stein Discrepancy
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Diffusion Representation for Asymmetric Kernels via Magnetic Transform
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Active Bipartite Ranking
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
No-Regret Online Prediction with Strategic Experts
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Universal Online Learning with Gradient Variations: A Multi-layer Online Ensemble Approach
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Learning Interpretable Low-dimensional Representation via Physical Symmetry
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
SaVeNet: A Scalable Vector Network for Enhanced Molecular Representation Learning
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
Object-centric Learning with Cyclic Walks between Parts and Whole
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
GUST: Combinatorial Generalization by Unsupervised Grouping with Neuronal Coherence
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
Noether Embedding: Efficient Learning of Temporal Regularities
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Improved Frequency Estimation Algorithms with and without Predictions
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
Retaining Beneficial Information from Detrimental Data for Neural Network Repair
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration
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Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Neural Priming for Sample-Efficient Adaptation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
A Theory of Multimodal Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
Foundation Model is Efficient Multimodal Multitask Model Selector
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Revisit the Power of Vanilla Knowledge Distillation: from Small Scale to Large Scale
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
ExPT: Synthetic Pretraining for Few-Shot Experimental Design
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
Evolving Standardization for Continual Domain Generalization over Temporal Drift
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
One-for-All: Bridge the Gap Between Heterogeneous Architectures in Knowledge Distillation
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
Constant Approximation for Individual Preference Stable Clustering
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
Hierarchical clustering with dot products recovers hidden tree structure
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Self-Adaptive Motion Tracking against On-body Displacement of Flexible Sensors
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
Multi-Object Representation Learning via Feature Connectivity and Object-Centric Regularization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Differentiable Random Partition Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Partial Label Learning with Dissimilarity Propagation guided Candidate Label Shrinkage
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
A Riemannian Exponential Augmented Lagrangian Method for Computing the Projection Robust Wasserstein Distance
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
Federated Learning with Manifold Regularization and Normalized Update Reaggregation
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
Convex and Non-convex Optimization Under Generalized Smoothness
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Neural Lyapunov Control for Discrete-Time Systems
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
Revisiting Implicit Differentiation for Learning Problems in Optimal Control
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
Exact Verification of ReLU Neural Control Barrier Functions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
ReHLine: Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Dynamic Non-monotone Submodular Maximization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Adjustable Robust Reinforcement Learning for Online 3D Bin Packing
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Energy-Efficient Scheduling with Predictions
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
A Combinatorial Algorithm for Approximating the Optimal Transport in the Parallel and MPC Settings
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
One-step differentiation of iterative algorithms
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Many-body Approximation for Non-negative Tensors
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Rethinking Gauss-Newton for learning over-parameterized models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
A Computationally Efficient Sparsified Online Newton Method
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Federated Object Detection
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Optimal Time Complexities of Parallel Stochastic Optimization Methods Under a Fixed Computation Model
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
Momentum Provably Improves Error Feedback!
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
Finding Local Minima Efficiently in Decentralized Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Learning the Efficient Frontier
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Hypervolume Maximization: A Geometric View of Pareto Set Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Outlier-Robust Gromov-Wasserstein for Graph Data
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
DELTA: Diverse Client Sampling for Fasting Federated Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
A Finite-Particle Convergence Rate for Stein Variational Gradient Descent
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Optimization and Bayes: A Trade-off for Overparameterized Neural Networks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
Unexpected Improvements to Expected Improvement for Bayesian Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Sparse Deep Learning for Time Series Data: Theory and Applications
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
Bayesian Learning via Q-Exponential Process
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Towards Accelerated Model Training via Bayesian Data Selection
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
On Convergence of Polynomial Approximations to the Gaussian Mixture Entropy
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
Undirected Probabilistic Model for Tensor Decomposition
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
Self-Consistent Velocity Matching of Probability Flows
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Beyond Normal: On the Evaluation of Mutual Information Estimators
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
The Behavior and Convergence of Local Bayesian Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Survival Permanental Processes for Survival Analysis with Time-Varying Covariates
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Learning Large-Scale MTP$_2$ Gaussian Graphical Models via Bridge-Block Decomposition
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Unbiased learning of deep generative models with structured discrete representations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Fast Projected Newton-like Method for Precision Matrix Estimation under Total Positivity
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Langevin Quasi-Monte Carlo
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Differentiable and Stable Long-Range Tracking of Multiple Posterior Modes
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Sampling from Structured Log-Concave Distributions via a Soft-Threshold Dikin Walk
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
Distributionally Robust Skeleton Learning of Discrete Bayesian Networks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
NAS-X: Neural Adaptive Smoothing via Twisting
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
Variational Inference with Gaussian Score Matching
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
Compression with Bayesian Implicit Neural Representations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
Robust Knowledge Transfer in Tiered Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Imitation Learning from Vague Feedback
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Finite-Time Analysis of Single-Timescale Actor-Critic
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture of Demonstrations
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Accelerating Monte Carlo Tree Search with Probability Tree State Abstraction
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Structured State Space Models for In-Context Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Effectively Learning Initiation Sets in Hierarchical Reinforcement Learning
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
Efficient Diffusion Policies For Offline Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Conservative State Value Estimation for Offline Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Mutual Information Regularized Offline Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Budgeting Counterfactual for Offline RL
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Adversarial Model for Offline Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
Uncertainty-Aware Instance Reweighting for Off-Policy Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
Weakly Coupled Deep Q-Networks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Resetting the Optimizer in Deep RL: An Empirical Study
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Regularity as Intrinsic Reward for Free Play
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Synthetic Experience Replay
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
Explore to Generalize in Zero-Shot RL
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
Learning to Discover Skills through Guidance
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Iteratively Learn Diverse Strategies with State Distance Information
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
Dynamic Regret of Adversarial Linear Mixture MDPs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
Diffused Task-Agnostic Milestone Planner
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Reference-Based POMDPs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
An Alternative to Variance: Gini Deviation for Risk-averse Policy Gradient
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
HiBug: On Human-Interpretable Model Debug
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
Post Hoc Explanations of Language Models Can Improve Language Models
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Poster]
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
The Contextual Lasso: Sparse Linear Models via Deep Neural Networks
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Counterfactual Memorization in Neural Language Models
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
Towards Automated Circuit Discovery for Mechanistic Interpretability
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
In-Context Impersonation Reveals Large Language Models' Strengths and Biases
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
OKRidge: Scalable Optimal k-Sparse Ridge Regression
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
Explaining Predictive Uncertainty with Information Theoretic Shapley Values
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
Gaussian Process Probes (GPP) for Uncertainty-Aware Probing
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
When Does Optimizing a Proper Loss Yield Calibration?
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
Learning to Receive Help: Intervention-Aware Concept Embedding Models
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress.
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
On the Relationship Between Relevance and Conflict in Online Social Link Recommendations
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
Language Model Tokenizers Introduce Unfairness Between Languages
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
Fairness Aware Counterfactuals for Subgroups
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2025
Adapting Fairness Interventions to Missing Values
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Bias in Evaluation Processes: An Optimization-Based Model
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Poster]
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Uncovering and Quantifying Social Biases in Code Generation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Long-Term Fairness with Unknown Dynamics
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Poster]
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
Bounding training data reconstruction in DP-SGD
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Gaussian Membership Inference Privacy
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Poster]
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Counting Distinct Elements in the Turnstile Model with Differential Privacy under Continual Observation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
Certified Minimax Unlearning with Generalization Rates and Deletion Capacity
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
On Computing Pairwise Statistics with Local Differential Privacy
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
Differentially Private Statistical Inference through $\beta$-Divergence One Posterior Sampling
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
User-Level Differential Privacy With Few Examples Per User
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Breaking the Communication-Privacy-Accuracy Tradeoff with $f$-Differential Privacy
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Poster]
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Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
Privacy Auditing with One (1) Training Run
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
A Unified Detection Framework for Inference-Stage Backdoor Defenses
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Defending against Data-Free Model Extraction by Distributionally Robust Defensive Training
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Causal Fairness for Outcome Control
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
On the Importance of Feature Separability in Predicting Out-Of-Distribution Error
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
Towards Stable Backdoor Purification through Feature Shift Tuning
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Causes and Effects of Unanticipated Numerical Deviations in Neural Network Inference Frameworks
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Boosting Adversarial Transferability by Achieving Flat Local Maxima
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
Counterfactually Comparing Abstaining Classifiers
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
On the Exploitability of Instruction Tuning
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
On the Convergence of Encoder-only Shallow Transformers
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OpenReview]
Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
Private Everlasting Prediction
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Slides]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
A Competitive Algorithm for Agnostic Active Learning
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1623
FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Uncoupled and Convergent Learning in Two-Player Zero-Sum Markov Games with Bandit Feedback
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Block-Coordinate Methods and Restarting for Solving Extensive-Form Games
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Strategic Classification under Unknown Personalized Manipulation
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
Strategic Data Sharing between Competitors
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Slides]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Refined Mechanism Design for Approximately Structured Priors via Active Regression
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
Exploiting hidden structures in non-convex games for convergence to Nash equilibrium
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
Bicriteria Multidimensional Mechanism Design with Side Information
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
On the Convergence of No-Regret Learning Dynamics in Time-Varying Games
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
On the Last-iterate Convergence in Time-varying Zero-sum Games: Extra Gradient Succeeds where Optimism Fails
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
Combinatorial Group Testing with Selfish Agents
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
Incentives in Federated Learning: Equilibria, Dynamics, and Mechanisms for Welfare Maximization
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
A Sublinear-Time Spectral Clustering Oracle with Improved Preprocessing Time
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Optimal Excess Risk Bounds for Empirical Risk Minimization on $p$-Norm Linear Regression
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
On the Variance, Admissibility, and Stability of Empirical Risk Minimization
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Adversarially Robust Learning with Uncertain Perturbation Sets
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
The Pick-to-Learn Algorithm: Empowering Compression for Tight Generalization Bounds and Improved Post-training Performance
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Analyzing Generalization of Neural Networks through Loss Path Kernels
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
How many samples are needed to leverage smoothness?
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Learning via Wasserstein-Based High Probability Generalisation Bounds
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Fine-Grained Theoretical Analysis of Federated Zeroth-Order Optimization
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
New Bounds for Hyperparameter Tuning of Regression Problems Across Instances
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Generalized equivalences between subsampling and ridge regularization
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Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
PAC Learning Linear Thresholds from Label Proportions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
On Proper Learnability between Average- and Worst-case Robustness
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2027
Hypothesis Selection with Memory Constraints
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Poster]
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
Replicable Clustering
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
Adaptive Selective Sampling for Online Prediction with Experts
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Poster]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
Online Ad Procurement in Non-stationary Autobidding Worlds
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Robust Lipschitz Bandits to Adversarial Corruptions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
Optimal cross-learning for contextual bandits with unknown context distributions
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Double Auctions with Two-sided Bandit Feedback
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
Non-Asymptotic Analysis of a UCB-based Top Two Algorithm
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Online Clustering of Bandits with Misspecified User Models
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Quantifying the Cost of Learning in Queueing Systems
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OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Efficient Online Clustering with Moving Costs
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Poster]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
Nearest Neighbour with Bandit Feedback
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Riemannian Projection-free Online Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
Likelihood Ratio Confidence Sets for Sequential Decision Making
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Incentivized Communication for Federated Bandits
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Multi-Agent Learning with Heterogeneous Linear Contextual Bandits
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
Cascading Contextual Assortment Bandits
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Improving the Knowledge Gradient Algorithm
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
Noise-Adaptive Thompson Sampling for Linear Contextual Bandits
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
Communication-Efficient Federated Bilevel Optimization with Global and Local Lower Level Problems
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Oral Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
Nearly Tight Bounds For Differentially Private Multiway Cut
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
AGD: an Auto-switchable Optimizer using Stepwise Gradient Difference for Preconditioning Matrix
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
Embracing the chaos: analysis and diagnosis of numerical instability in variational flows
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Poster]
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Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
Attention as Implicit Structural Inference
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OpenReview]
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances
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Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Replicability in Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Improved Bayesian Regret Bounds for Thompson Sampling in Reinforcement Learning
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees
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Slides]
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OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
Model-Free Reinforcement Learning with the Decision-Estimation Coefficient
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
A Reduction-based Framework for Sequential Decision Making with Delayed Feedback
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Online Pricing for Multi-User Multi-Item Markets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
A Theoretical Analysis of Optimistic Proximal Policy Optimization in Linear Markov Decision Processes
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Convex-Concave Zero-Sum Markov Stackelberg Games
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Dynamic Sparsity Is Channel-Level Sparsity Learner
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
A Spectral Theory of Neural Prediction and Alignment
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
Collaborative Score Distillation for Consistent Visual Editing
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
Banana: Banach Fixed-Point Network for Pointcloud Segmentation with Inter-Part Equivariance
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Learning and Collusion in Multi-unit Auctions
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Structured Federated Learning through Clustered Additive Modeling
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
Single-Stage Visual Query Localization in Egocentric Videos
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
PUe: Biased Positive-Unlabeled Learning Enhancement by Causal Inference
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
Cal-DETR: Calibrated Detection Transformer
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Near-Optimal $k$-Clustering in the Sliding Window Model
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2028
Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Unsupervised Behavior Extraction via Random Intent Priors
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Generalized Logit Adjustment: Calibrating Fine-tuned Models by Removing Label Bias in Foundation Models
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Any-to-Any Generation via Composable Diffusion
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
FLSL: Feature-level Self-supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
Adversarially Robust Distributed Count Tracking via Partial Differential Privacy
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Language Models are Weak Learners
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
Train 'n Trade: Foundations of Parameter Markets
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
Improving Graph Matching with Positional Reconstruction Encoder-Decoder Network
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
Robustness Guarantees for Adversarially Trained Neural Networks
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
What is the Inductive Bias of Flatness Regularization? A Study of Deep Matrix Factorization Models
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Common Ground in Cooperative Communication
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
A State Representation for Diminishing Rewards
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Group Robust Classification Without Any Group Information
[
Poster]
[
OpenReview]
Spotlight Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
Zero-shot causal learning
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
A Diffusion-Model of Joint Interactive Navigation
[
Poster]
[
OpenReview]
Poster
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
High Precision Causal Model Evaluation with Conditional Randomization
[
Poster]
[
OpenReview]
Poster Session
Tue Dec 12 03:15 PM -- 05:15 PM (PST) @ Great Hall & Hall B1+B2 (level 1) None
Poster Session 2
Registration Desk
Wed Dec 13 05:30 AM -- 04:00 PM (PST) @ Lobby D (level 1) None
Registration Desk
Invited Talk
Wed Dec 13 06:30 AM -- 07:20 AM (PST) @ Hall E (level 1) None
Sketching: core tools, learning-augmentation, and adaptive robustness
Break
Wed Dec 13 07:15 AM -- 08:05 AM (PST) None
Break
Oral
Wed Dec 13 08:00 AM -- 08:15 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
[
OpenReview]
Oral
Wed Dec 13 08:00 AM -- 08:15 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
[
OpenReview]
Oral
Wed Dec 13 08:00 AM -- 08:15 AM (PST) @ Room R06-R09 (level 2) None
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation
[
OpenReview]
Oral Session
Wed Dec 13 08:00 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Oral 3A Neuro
Oral Session
Wed Dec 13 08:00 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Oral 3B NLP/Tools
Oral Session
Wed Dec 13 08:00 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
Oral 3C Diffusion Models
Oral
Wed Dec 13 08:15 AM -- 08:30 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
[
OpenReview]
Oral
Wed Dec 13 08:15 AM -- 08:30 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Toolformer: Language Models Can Teach Themselves to Use Tools
[
OpenReview]
Oral
Wed Dec 13 08:15 AM -- 08:30 AM (PST) @ Room R06-R09 (level 2) None
Entropic Neural Optimal Transport via Diffusion Processes
[
OpenReview]
Oral
Wed Dec 13 08:30 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Learning Transformer Programs
[
Slides]
[
OpenReview]
Oral
Wed Dec 13 08:30 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language
[
OpenReview]
Oral
Wed Dec 13 08:30 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
Neural Modulation for Flash Memory: An Unsupervised Learning Framework for Improved Reliability
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
FABind: Fast and Accurate Protein-Ligand Binding
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
Equivariant Neural Operator Learning with Graphon Convolution
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
Towards Symmetry-Aware Generation of Periodic Materials
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Transfer learning for atomistic simulations using GNNs and kernel mean embeddings
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
SLIBO-Net: Floorplan Reconstruction via Slicing Box Representation with Local Geometry Regularization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Boundary Guided Learning-Free Semantic Control with Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
Learning Dense Flow Field for Highly-accurate Cross-view Camera Localization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
Low-shot Object Learning with Mutual Exclusivity Bias
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
ChatGPT-Powered Hierarchical Comparisons for Image Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
Exploring Question Decomposition for Zero-Shot VQA
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
Jigsaw: Learning to Assemble Multiple Fractured Objects
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Lossy Image Compression with Conditional Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
Learning Mask-aware CLIP Representations for Zero-Shot Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
Exploiting Contextual Objects and Relations for 3D Visual Grounding
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
SNAP: Self-Supervised Neural Maps for Visual Positioning and Semantic Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
EgoDistill: Egocentric Head Motion Distillation for Efficient Video Understanding
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
Weakly Supervised 3D Open-vocabulary Segmentation
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
Opening the Vocabulary of Egocentric Actions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Unified 3D Segmenter As Prototypical Classifiers
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
An Efficient Dataset Condensation Plugin and Its Application to Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
Echoes Beyond Points: Unleashing the Power of Raw Radar Data in Multi-modality Fusion
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
NeuralGF: Unsupervised Point Normal Estimation by Learning Neural Gradient Function
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
PaintSeg: Painting Pixels for Training-free Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
4D Panoptic Scene Graph Generation
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
Reading Relevant Feature from Global Representation Memory for Visual Object Tracking
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Type-to-Track: Retrieve Any Object via Prompt-based Tracking
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
DAW: Exploring the Better Weighting Function for Semi-supervised Semantic Segmentation
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual Tracking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
PromptIR: Prompting for All-in-One Image Restoration
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
Transition-constant Normalization for Image Enhancement
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
Template-free Articulated Neural Point Clouds for Reposable View Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
Synthetic-to-Real Pose Estimation with Geometric Reconstruction
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
SceneScape: Text-Driven Consistent Scene Generation
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
Improving neural network representations using human similarity judgments
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
Neural-Logic Human-Object Interaction Detection
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
Vocabulary-free Image Classification
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
Machine learning detects terminal singularities
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
Circuit as Set of Points
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
Importance-aware Co-teaching for Offline Model-based Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
DSR: Dynamical Surface Representation as Implicit Neural Networks for Protein
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
ResoNet: Noise-Trained Physics-Informed MRI Off-Resonance Correction
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
An Iterative Self-Learning Framework for Medical Domain Generalization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
Brant: Foundation Model for Intracranial Neural Signal
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2028
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
Can Language Models Teach? Teacher Explanations Improve Student Performance via Personalization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
Disentangling Voice and Content with Self-Supervision for Speaker Recognition
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
Debiased and Denoised Entity Recognition from Distant Supervision
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
Evaluating and Inducing Personality in Pre-trained Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
Non-autoregressive Machine Translation with Probabilistic Context-free Grammar
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
RRHF: Rank Responses to Align Language Models with Human Feedback
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
Toolformer: Language Models Can Teach Themselves to Use Tools
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
Language Models can Solve Computer Tasks
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
On the Pareto Front of Multilingual Neural Machine Translation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
LLM-Pruner: On the Structural Pruning of Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
Aligning Language Models with Human Preferences via a Bayesian Approach
[
OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
LIMA: Less Is More for Alignment
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
Propagating Knowledge Updates to LMs Through Distillation
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
A Recurrent Neural Circuit Mechanism of Temporal-scaling Equivariant Representation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Learning Time-Invariant Representations for Individual Neurons from Population Dynamics
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
Brain-like Flexible Visual Inference by Harnessing Feedback Feedforward Alignment
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Poster]
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OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains
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Poster]
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OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
Spiking PointNet: Spiking Neural Networks for Point Clouds
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
Addressing the speed-accuracy simulation trade-off for adaptive spiking neurons
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Trial matching: capturing variability with data-constrained spiking neural networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Human spatiotemporal pattern learning as probabilistic program synthesis
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
Information Geometry of the Retinal Representation Manifold
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
Meta-learning families of plasticity rules in recurrent spiking networks using simulation-based inference
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Entropy-dissipation Informed Neural Network for McKean-Vlasov Type PDEs
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
SE(3) Equivariant Augmented Coupling Flows
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Convolutional Neural Operators for robust and accurate learning of PDEs
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
Randomized Sparse Neural Galerkin Schemes for Solving Evolution Equations with Deep Networks
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
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Poster]
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OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
Data Quality in Imitation Learning
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
On the Constrained Time-Series Generation Problem
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
Conformal Prediction for Time Series with Modern Hopfield Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
On the Trade-off of Intra-/Inter-class Diversity for Supervised Pre-training
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
Data-Centric Learning from Unlabeled Graphs with Diffusion Model
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Skill-it! A data-driven skills framework for understanding and training language models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2025
Generating Images with Multimodal Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Neural Functional Transformers
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Enhancing Minority Classes by Mixing: An Adaptative Optimal Transport Approach for Long-tailed Classification
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
High dimensional, tabular deep learning with an auxiliary knowledge graph
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
Window-Based Distribution Shift Detection for Deep Neural Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
Implicit Bias of Gradient Descent for Two-layer ReLU and Leaky ReLU Networks on Nearly-orthogonal Data
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
StableFDG: Style and Attention Based Learning for Federated Domain Generalization
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Speculative Decoding with Big Little Decoder
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
SLaM: Student-Label Mixing for Distillation with Unlabeled Examples
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
Training Transformers with 4-bit Integers
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
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Slides]
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks
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Slides]
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
Efficient Low-rank Backpropagation for Vision Transformer Adaptation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
ResMem: Learn what you can and memorize the rest
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
SUBP: Soft Uniform Block Pruning for 1$\times$N Sparse CNNs Multithreading Acceleration
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
The Impact of Positional Encoding on Length Generalization in Transformers
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Slides]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
IDRNet: Intervention-Driven Relation Network for Semantic Segmentation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars
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Slides]
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
Causal Interpretation of Self-Attention in Pre-Trained Transformers
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
Transformers learn to implement preconditioned gradient descent for in-context learning
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
Blockwise Parallel Transformers for Large Context Models
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
Energy Transformer
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Hierarchically Gated Recurrent Neural Network for Sequence Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
Scissorhands: Exploiting the Persistence of Importance Hypothesis for LLM KV Cache Compression at Test Time
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
Frequency Domain-Based Dataset Distillation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Efficient Training of Energy-Based Models Using Jarzynski Equality
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Flow Factorized Representation Learning
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Slides]
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
ViCA-NeRF: View-Consistency-Aware 3D Editing of Neural Radiance Fields
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
Learning Visual Prior via Generative Pre-Training
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
Scaling Riemannian Diffusion Models
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models
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Slides]
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Poster]
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OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Grassmann Manifold Flows for Stable Shape Generation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
Semantic Image Synthesis with Unconditional Generator
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Poster]
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OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Entropic Neural Optimal Transport via Diffusion Processes
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
Intriguing Properties of Quantization at Scale
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Functional Renyi Differential Privacy for Generative Modeling
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
Isometric Quotient Variational Auto-Encoders for Structure-Preserving Representation Learning
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
GlucoSynth: Generating Differentially-Private Synthetic Glucose Traces
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
StyleDrop: Text-to-Image Synthesis of Any Style
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
Formulating Discrete Probability Flow Through Optimal Transport
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
Hyperbolic VAE via Latent Gaussian Distributions
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
Score-based Generative Models with Lévy Processes
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
Latent Diffusion for Language Generation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
Lexinvariant Language Models
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
Unifying GANs and Score-Based Diffusion as Generative Particle Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Generative Neural Fields by Mixtures of Neural Implicit Functions
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
SEGA: Instructing Text-to-Image Models using Semantic Guidance
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
Curvature Filtrations for Graph Generative Model Evaluation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
Extracting Reward Functions from Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
StyleGAN knows Normal, Depth, Albedo, and More
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
Is Distance Matrix Enough for Geometric Deep Learning?
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
A Metadata-Driven Approach to Understand Graph Neural Networks
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Geometric Algebra Transformer
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Generalised f-Mean Aggregation for Graph Neural Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
Layer-Neighbor Sampling --- Defusing Neighborhood Explosion in GNNs
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Latent Field Discovery in Interacting Dynamical Systems with Neural Fields
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Zero-One Laws of Graph Neural Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
A graphon-signal analysis of graph neural networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
On the Ability of Graph Neural Networks to Model Interactions Between Vertices
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Neural Graph Generation from Graph Statistics
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Towards Label Position Bias in Graph Neural Networks
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
Sheaf Hypergraph Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Does Invariant Graph Learning via Environment Augmentation Learn Invariance?
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
Diffused Redundancy in Pre-trained Representations
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
How Re-sampling Helps for Long-Tail Learning?
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
VoxDet: Voxel Learning for Novel Instance Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
Neural Latent Geometry Search: Product Manifold Inference via Gromov-Hausdorff-Informed Bayesian Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Feature-Learning Networks Are Consistent Across Widths At Realistic Scales
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Connecting Multi-modal Contrastive Representations
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
What Knowledge Gets Distilled in Knowledge Distillation?
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
Bifurcations and loss jumps in RNN training
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
Efficient Beam Tree Recursion
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Understanding and Improving Ensemble Adversarial Defense
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Provably Bounding Neural Network Preimages
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Red Teaming Deep Neural Networks with Feature Synthesis Tools
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
Are aligned neural networks adversarially aligned?
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Hardware Resilience Properties of Text-Guided Image Classifiers
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
Task-Robust Pre-Training for Worst-Case Downstream Adaptation
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
On the Adversarial Robustness of Out-of-distribution Generalization Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples Regularization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Simplicity Bias in 1-Hidden Layer Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Normalization-Equivariant Neural Networks with Application to Image Denoising
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
Robust low-rank training via approximate orthonormal constraints
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
Robust Contrastive Language-Image Pretraining against Data Poisoning and Backdoor Attacks
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Effective Robustness against Natural Distribution Shifts for Models with Different Training Data
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Wasserstein distributional robustness of neural networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Neural Image Compression: Generalization, Robustness, and Spectral Biases
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
Three Towers: Flexible Contrastive Learning with Pretrained Image Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
The Transient Nature of Emergent In-Context Learning in Transformers
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Modulated Neural ODEs
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Prompt-augmented Temporal Point Process for Streaming Event Sequence
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
From Tempered to Benign Overfitting in ReLU Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
Minimum Description Length and Generalization Guarantees for Representation Learning
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
Hardness of Low Rank Approximation of Entrywise Transformed Matrix Products
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
Should Under-parameterized Student Networks Copy or Average Teacher Weights?
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Penalising the biases in norm regularisation enforces sparsity
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
On the spectral bias of two-layer linear networks
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Slides]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
Implicit Bias of (Stochastic) Gradient Descent for Rank-1 Linear Neural Network
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Don’t just prune by magnitude! Your mask topology is a secret weapon
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Minimum norm interpolation by perceptra: Explicit regularization and implicit bias
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
Training Fully Connected Neural Networks is $\exists\mathbb{R}$-Complete
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
Towards a Unified Framework of Contrastive Learning for Disentangled Representations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
Learning in the Presence of Low-dimensional Structure: A Spiked Random Matrix Perspective
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Gradient-Based Feature Learning under Structured Data
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Partial Multi-Label Learning with Probabilistic Graphical Disambiguation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
Invariant Learning via Probability of Sufficient and Necessary Causes
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
Detecting hidden confounding in observational data using multiple environments
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Fair Adaptive Experiments
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Assumption violations in causal discovery and the robustness of score matching
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Causal Component Analysis
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Disambiguated Attention Embedding for Multi-Instance Partial-Label Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
R-divergence for Estimating Model-oriented Distribution Discrepancy
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Harnessing the power of choices in decision tree learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Variational Weighting for Kernel Density Ratios
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Kernel Quadrature with Randomly Pivoted Cholesky
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
MMD-Fuse: Learning and Combining Kernels for Two-Sample Testing Without Data Splitting
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
Stability-penalty-adaptive follow-the-regularized-leader: Sparsity, game-dependency, and best-of-both-worlds
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Experimental Designs for Heteroskedastic Variance
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
Towards Free Data Selection with General-Purpose Models
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Alternation makes the adversary weaker in two-player games
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
Leveraging sparse and shared feature activations for disentangled representation learning
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Robust Concept Erasure via Kernelized Rate-Distortion Maximization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Truly Scale-Equivariant Deep Nets with Fourier Layers
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Disentanglement via Latent Quantization
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Scaling MLPs: A Tale of Inductive Bias
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
Scale Alone Does not Improve Mechanistic Interpretability in Vision Models
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
How to Scale Your EMA
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
AiluRus: A Scalable ViT Framework for Dense Prediction
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
SOAR: Improved Indexing for Approximate Nearest Neighbor Search
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
Joint Data-Task Generation for Auxiliary Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Mnemosyne: Learning to Train Transformers with Transformers
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
Federated Conditional Stochastic Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Transfer Learning with Affine Model Transformation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Guiding The Last Layer in Federated Learning with Pre-Trained Models
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
Learning Large-scale Neural Fields via Context Pruned Meta-Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
Generalizing Importance Weighting to A Universal Solver for Distribution Shift Problems
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
On the Exploration of Local Significant Differences For Two-Sample Test
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
Optimization of Inter-group criteria for clustering with minimum size constraints
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
A Unified Approach to Count-Based Weakly Supervised Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Fast and Simple Spectral Clustering in Theory and Practice
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
On the Overlooked Structure of Stochastic Gradients
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
Coordinating Distributed Example Orders for Provably Accelerated Training
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
Fast Rank-1 Lattice Targeted Sampling for Black-box Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
Online Performative Gradient Descent for Learning Nash Equilibria in Decision-Dependent Games
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Achieving $\mathcal{O}(\epsilon^{-1.5})$ Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Debiasing Conditional Stochastic Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Optimization or Architecture: How to Hack Kalman Filtering
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Convergence Analysis of Sequential Federated Learning on Heterogeneous Data
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
First Order Methods with Markovian Noise: from Acceleration to Variational Inequalities
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Core-sets for Fair and Diverse Data Summarization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
Discrete-Smoothness in Online Algorithms with Predictions
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Poster]
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Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Simple, Scalable and Effective Clustering via One-Dimensional Projections
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
DropCompute: simple and more robust distributed synchronous training via compute variance reduction
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
Byzantine-Tolerant Methods for Distributed Variational Inequalities
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Distributed Personalized Empirical Risk Minimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
TaskMet: Task-driven Metric Learning for Model Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Federated Multi-Objective Learning
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Slides]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Imbalanced Mixed Linear Regression
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Geometric Analysis of Matrix Sensing over Graphs
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Poster]
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
On Single-Index Models beyond Gaussian Data
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
Advice Querying under Budget Constraint for Online Algorithms
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Slides]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
Quantum speedups for stochastic optimization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Stochastic Approximation Approaches to Group Distributionally Robust Optimization
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Utilitarian Algorithm Configuration
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
“Why Not Looking backward?” A Robust Two-Step Method to Automatically Terminate Bayesian Optimization
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Squared Neural Families: A New Class of Tractable Density Models
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Flow Matching for Scalable Simulation-Based Inference
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Poster]
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Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Pseudo-Likelihood Inference
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Tanimoto Random Features for Scalable Molecular Machine Learning
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Variational Gaussian processes for linear inverse problems
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Conditional Matrix Flows for Gaussian Graphical Models
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OpenReview]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Faster Relative Entropy Coding with Greedy Rejection Coding
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
Task-aware world model learning with meta weighting via bi-level optimization
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
RoboCLIP: One Demonstration is Enough to Learn Robot Policies
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Poster]
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Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Fractal Landscapes in Policy Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Prediction and Control in Continual Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Goal-Conditioned Predictive Coding for Offline Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
Reduced Policy Optimization for Continuous Control with Hard Constraints
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
Hybrid Policy Optimization from Imperfect Demonstrations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Residual Q-Learning: Offline and Online Policy Customization without Value
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Model-free Posterior Sampling via Learning Rate Randomization
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
CORL: Research-oriented Deep Offline Reinforcement Learning Library
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
Direct Preference-based Policy Optimization without Reward Modeling
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1309
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential Decision Making
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Off-Policy Evaluation for Human Feedback
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Latent exploration for Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Video Prediction Models as Rewards for Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Goal-conditioned Offline Planning from Curious Exploration
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
For SALE: State-Action Representation Learning for Deep Reinforcement Learning
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
A Long $N$-step Surrogate Stage Reward for Deep Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
$\texttt{TACO}$: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
State Regularized Policy Optimization on Data with Dynamics Shift
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Domain Adaptive Imitation Learning with Visual Observation
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
State Sequences Prediction via Fourier Transform for Representation Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
Large Language Models can Implement Policy Iteration
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
Convergence of Actor-Critic with Multi-Layer Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Efficient Model-Free Exploration in Low-Rank MDPs
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Learning Multi-agent Behaviors from Distributed and Streaming Demonstrations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
Mutual-Information Regularized Multi-Agent Policy Iteration
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Zero-sum Polymatrix Markov Games: Equilibrium Collapse and Efficient Computation of Nash Equilibria
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Multi-Step Generalized Policy Improvement by Leveraging Approximate Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Information-guided Planning: An Online Approach for Partially Observable Problems
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2027
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
Optimize Planning Heuristics to Rank, not to Estimate Cost-to-Goal
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1514
ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
Trade-off Between Efficiency and Consistency for Removal-based Explanations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
Interpretable Graph Networks Formulate Universal Algebra Conjectures
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
A Privacy-Friendly Approach to Data Valuation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Statistically Valid Variable Importance Assessment through Conditional Permutations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
Feature Learning for Interpretable, Performant Decision Trees
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Learning Transformer Programs
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
VeriX: Towards Verified Explainability of Deep Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
Emergent and Predictable Memorization in Large Language Models
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Counterfactually Fair Representation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Fairly Recommending with Social Attributes: A Flexible and Controllable Optimization Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Mitigating Test-Time Bias for Fair Image Retrieval
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Label-Only Model Inversion Attacks via Knowledge Transfer
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
Evaluating the Moral Beliefs Encoded in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
Auditing Fairness by Betting
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
Faster approximate subgraph counts with privacy
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
Practical Differentially Private Hyperparameter Tuning with Subsampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
Smooth Flipping Probability for Differential Private Sign Random Projection Methods
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Training Private Models That Know What They Don’t Know
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
A Smooth Binary Mechanism for Efficient Private Continual Observation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Decision Tree for Locally Private Estimation with Public Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Unbounded Differentially Private Quantile and Maximum Estimation
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
Handling Data Heterogeneity via Architectural Design for Federated Visual Recognition
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Adaptive Data Analysis in a Balanced Adversarial Model
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
Rethinking the Backward Propagation for Adversarial Transferability
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
Human-Aligned Calibration for AI-Assisted Decision Making
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1623
Improvements on Uncertainty Quantification for Node Classification via Distance Based Regularization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Learning to Augment Distributions for Out-of-distribution Detection
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
CBD: A Certified Backdoor Detector Based on Local Dominant Probability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
Temporal Robustness against Data poisoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
RADAR: Robust AI-Text Detection via Adversarial Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
CS-Isolate: Extracting Hard Confident Examples by Content and Style Isolation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
Honesty Is the Best Policy: Defining and Mitigating AI Deception
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Private estimation algorithms for stochastic block models and mixture models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Active Learning-Based Species Range Estimation
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm
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Slides]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Multiply Robust Federated Estimation of Targeted Average Treatment Effects
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
Faster Query Times for Fully Dynamic $k$-Center Clustering with Outliers
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Explainable and Efficient Randomized Voting Rules
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Strategic Distribution Shift of Interacting Agents via Coupled Gradient Flows
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
SHAP-IQ: Unified Approximation of any-order Shapley Interactions
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
$\varepsilon$-fractional core stability in Hedonic Games.
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Improved Bayes Risk Can Yield Reduced Social Welfare Under Competition
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
Towards Characterizing the First-order Query Complexity of Learning (Approximate) Nash Equilibria in Zero-sum Matrix Games
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Payoff-based Learning with Matrix Multiplicative Weights in Quantum Games
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Contrastive Moments: Unsupervised Halfspace Learning in Polynomial Time
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
On quantum backpropagation, information reuse, and cheating measurement collapse
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Demographic Parity Constrained Minimax Optimal Regression under Linear Model
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
Time-Independent Information-Theoretic Generalization Bounds for SGLD
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Adaptive Principal Component Regression with Applications to Panel Data
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Neural Oscillators are Universal
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
Distribution Learnability and Robustness
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
Learning Exponential Families from Truncated Samples
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius Norm
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Robust covariance estimation with missing values and cell-wise contamination
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
Toward Better PAC-Bayes Bounds for Uniformly Stable Algorithms
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
$L_2$-Uniform Stability of Randomized Learning Algorithms: Sharper Generalization Bounds and Confidence Boosting
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
Minimax-Optimal Location Estimation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
The Gain from Ordering in Online Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Universality laws for Gaussian mixtures in generalized linear models
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
Two-Stage Learning to Defer with Multiple Experts
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Approximation-Generalization Trade-offs under (Approximate) Group Equivariance
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Perceptual adjustment queries and an inverted measurement paradigm for low-rank metric learning
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
First- and Second-Order Bounds for Adversarial Linear Contextual Bandits
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
Asymptotically Optimal Quantile Pure Exploration for Infinite-Armed Bandits
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Online Learning under Adversarial Nonlinear Constraints
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
Finite-Time Logarithmic Bayes Regret Upper Bounds
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Trading-off price for data quality to achieve fair online allocation
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Context-lumpable stochastic bandits
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
When Can We Track Significant Preference Shifts in Dueling Bandits?
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Bandit Task Assignment with Unknown Processing Time
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
Nash Regret Guarantees for Linear Bandits
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
On Robust Streaming for Learning with Experts: Algorithms and Lower Bounds
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Faster Margin Maximization Rates for Generic Optimization Methods
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
Zero-Regret Performative Prediction Under Inequality Constraints
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
Near-Linear Time Algorithm for the Chamfer Distance
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
On the Implicit Bias of Linear Equivariant Steerable Networks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
First Order Stochastic Optimization with Oblivious Noise
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Streaming PCA for Markovian Data
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Towards Optimal Effective Resistance Estimation
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
On Slicing Optimality for Mutual Information
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Policy Gradient for Rectangular Robust Markov Decision Processes
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
Multi-Player Zero-Sum Markov Games with Networked Separable Interactions
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Bi-Level Offline Policy Optimization with Limited Exploration
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Responsible AI (RAI) Games and Ensembles
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Combining Behaviors with the Successor Features Keyboard
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Alignment with human representations supports robust few-shot learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
Optimal Transport for Treatment Effect Estimation
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Slides]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Optimal Rates for Bandit Nonstochastic Control
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
Optimal Preconditioning and Fisher Adaptive Langevin Sampling
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
Sub-optimality of the Naive Mean Field approximation for proportional high-dimensional Linear Regression
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Fast Attention Requires Bounded Entries
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
Compositional Generalization from First Principles
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
An Information Theory Perspective on Variance-Invariance-Covariance Regularization
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
Non-stationary Experimental Design under Linear Trends
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
DesCo: Learning Object Recognition with Rich Language Descriptions
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Protein Design with Guided Discrete Diffusion
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Randomized and Deterministic Maximin-share Approximations for Fractionally Subadditive Valuations
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Geometric Neural Diffusion Processes
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Neural Processes with Stability
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
Fairness-guided Few-shot Prompting for Large Language Models
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
MGDD: A Meta Generator for Fast Dataset Distillation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
Episodic Multi-Task Learning with Heterogeneous Neural Processes
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
Deep Stochastic Processes via Functional Markov Transition Operators
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Controlling Text-to-Image Diffusion by Orthogonal Finetuning
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Fast Optimal Locally Private Mean Estimation via Random Projections
[
OpenReview]
Spotlight Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Corruption-Robust Offline Reinforcement Learning with General Function Approximation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Goal Driven Discovery of Distributional Differences via Language Descriptions
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Crystal Structure Prediction by Joint Equivariant Diffusion
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
Adaptive Privacy Composition for Accuracy-first Mechanisms
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1927
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
Reward Imputation with Sketching for Contextual Batched Bandits
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Anytime-Competitive Reinforcement Learning with Policy Prior
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Poster]
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
VanillaNet: the Power of Minimalism in Deep Learning
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Does Visual Pretraining Help End-to-End Reasoning?
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OpenReview]
Poster
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder
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OpenReview]
Poster Session
Wed Dec 13 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) None
Poster Session 3
Booth Presentations
Wed Dec 13 08:45 AM -- 12:15 PM (PST) @ Hall D1 (level 1) None
Creative AI Session 2
Lunch
Wed Dec 13 10:45 AM -- 12:15 PM (PST) None
Lunch (On Your Own)
Invited Talk
Wed Dec 13 12:15 PM -- 01:15 PM (PST) @ Hall E (level 1) None
Beyond Scaling Panel
Break
Wed Dec 13 01:15 PM -- 01:45 PM (PST) None
Coffee Only
Oral
Wed Dec 13 01:30 PM -- 01:45 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization
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OpenReview]
Oral
Wed Dec 13 01:30 PM -- 01:45 PM (PST) @ Room R06-R09 (level 2) None
Why think step by step? Reasoning emerges from the locality of experience
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Slides]
[
OpenReview]
Oral
Wed Dec 13 01:30 PM -- 01:45 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
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Slides]
[
OpenReview]
Oral Session
Wed Dec 13 01:30 PM -- 02:30 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Oral 4B Datasets & Benchmarks
Oral Session
Wed Dec 13 01:30 PM -- 02:30 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Oral 4A Optimization
Oral Session
Wed Dec 13 01:30 PM -- 02:30 PM (PST) @ Room R06-R09 (level 2) None
Oral 4C COT/reasoning
Oral
Wed Dec 13 01:45 PM -- 02:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
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OpenReview]
Oral
Wed Dec 13 01:45 PM -- 02:00 PM (PST) @ Room R06-R09 (level 2) None
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
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OpenReview]
Oral
Wed Dec 13 01:45 PM -- 02:00 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models
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OpenReview]
Oral
Wed Dec 13 02:00 PM -- 02:15 PM (PST) @ Room R06-R09 (level 2) None
Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
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OpenReview]
Oral
Wed Dec 13 02:00 PM -- 02:15 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Generalizing Nonlinear ICA Beyond Structural Sparsity
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OpenReview]
Oral
Wed Dec 13 02:00 PM -- 02:15 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Quilt-1M: One Million Image-Text Pairs for Histopathology
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OpenReview]
Break
Wed Dec 13 02:15 PM -- 03:00 PM (PST) None
Break
Oral
Wed Dec 13 02:15 PM -- 02:30 PM (PST) @ Room R06-R09 (level 2) None
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective
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OpenReview]
Oral
Wed Dec 13 02:15 PM -- 02:30 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Fine-Tuning Language Models with Just Forward Passes
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OpenReview]
Oral
Wed Dec 13 02:15 PM -- 02:30 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization
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OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
Full-Atom Protein Pocket Design via Iterative Refinement
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
AVIDa-hIL6: A Large-Scale VHH Dataset Produced from an Immunized Alpaca for Predicting Antigen-Antibody Interactions
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
3D molecule generation by denoising voxel grids
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
Predicting a Protein's Stability under a Million Mutations
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
Towards Robust and Expressive Whole-body Human Pose and Shape Estimation
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Hierarchical Vector Quantized Transformer for Multi-class Unsupervised Anomaly Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
Equivariant Single View Pose Prediction Via Induced and Restriction Representations
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
Structural Pruning for Diffusion Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
UP-NeRF: Unconstrained Pose Prior-Free Neural Radiance Field
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
Binary Radiance Fields
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
LightSpeed: Light and Fast Neural Light Fields on Mobile Devices
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
A Partially-Supervised Reinforcement Learning Framework for Visual Active Search
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
A Unified Conditional Framework for Diffusion-based Image Restoration
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
$p$-Poisson surface reconstruction in curl-free flow from point clouds
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
MomentDiff: Generative Video Moment Retrieval from Random to Real
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
RayDF: Neural Ray-surface Distance Fields with Multi-view Consistency
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
L-CAD: Language-based Colorization with Any-level Descriptions using Diffusion Priors
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
Inner-Outer Aware Reconstruction Model for Monocular 3D Scene Reconstruction
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
Diversifying Spatial-Temporal Perception for Video Domain Generalization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
Decompose Novel into Known: Part Concept Learning For 3D Novel Class Discovery
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
Unsupervised Image Denoising with Score Function
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Segment Anything in High Quality
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Quilt-1M: One Million Image-Text Pairs for Histopathology
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
PyNeRF: Pyramidal Neural Radiance Fields
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
Rank-DETR for High Quality Object Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Non-Rigid Shape Registration via Deep Functional Maps Prior
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
Self-Supervised Visual Acoustic Matching
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
What You See is What You Read? Improving Text-Image Alignment Evaluation
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Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
Chatting Makes Perfect: Chat-based Image Retrieval
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Towards Distribution-Agnostic Generalized Category Discovery
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Dynamo-Depth: Fixing Unsupervised Depth Estimation for Dynamical Scenes
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
Improving CLIP Training with Language Rewrites
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
DiffUTE: Universal Text Editing Diffusion Model
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
Puzzlefusion: Unleashing the Power of Diffusion Models for Spatial Puzzle Solving
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
Deep Patch Visual Odometry
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
Depth-discriminative Metric Learning for Monocular 3D Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
DiViNeT: 3D Reconstruction from Disparate Views using Neural Template Regularization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow
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OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
CoDet: Co-occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
Continuous Parametric Optical Flow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
Self-Chained Image-Language Model for Video Localization and Question Answering
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
Segment Everything Everywhere All at Once
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Towards Higher Ranks via Adversarial Weight Pruning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
FourierHandFlow: Neural 4D Hand Representation Using Fourier Query Flow
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
Active Reasoning in an Open-World Environment
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
Text Promptable Surgical Instrument Segmentation with Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
3D-LLM: Injecting the 3D World into Large Language Models
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
Towards Efficient and Accurate Winograd Convolution via Full Quantization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
A case for reframing automated medical image classification as segmentation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
Scale-Space Hypernetworks for Efficient Biomedical Image Analysis
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
BiMatting: Efficient Video Matting via Binarization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
PolyDiffuse: Polygonal Shape Reconstruction via Guided Set Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
GMSF: Global Matching Scene Flow
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
ClusterFomer: Clustering As A Universal Visual Learner
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
Boosting Learning for LDPC Codes to Improve the Error-Floor Performance
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
ANPL: Towards Natural Programming with Interactive Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
MarioGPT: Open-Ended Text2Level Generation through Large Language Models
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
ARTree: A Deep Autoregressive Model for Phylogenetic Inference
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
BIOT: Biosignal Transformer for Cross-data Learning in the Wild
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Learning to Tokenize for Generative Retrieval
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
SpecTr: Fast Speculative Decoding via Optimal Transport
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Guiding Large Language Models via Directional Stimulus Prompting
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
On-the-Fly Adapting Code Summarization on Trainable Cost-Effective Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
MotionGPT: Human Motion as a Foreign Language
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
Localized Symbolic Knowledge Distillation for Visual Commonsense Models
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
Paxion: Patching Action Knowledge in Video-Language Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
Language Models Meet World Models: Embodied Experiences Enhance Language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Can Language Models Solve Graph Problems in Natural Language?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
RECKONING: Reasoning through Dynamic Knowledge Encoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
Expressive probabilistic sampling in recurrent neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
Explainable Brain Age Prediction using coVariance Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Brain encoding models based on multimodal transformers can transfer across language and vision
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Low Tensor Rank Learning of Neural Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
Cognitive Model Discovery via Disentangled RNNs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
Separable Physics-Informed Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Learning Environment-Aware Affordance for 3D Articulated Object Manipulation under Occlusions
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Back-Modality: Leveraging Modal Transformation for Data Augmentation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
Collaborative Learning via Prediction Consensus
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Sparse Parameterization for Epitomic Dataset Distillation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
The geometry of hidden representations of large transformer models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
Learning Layer-wise Equivariances Automatically using Gradients
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
NCDL: A Framework for Deep Learning on non-Cartesian Lattices
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
BayesTune: Bayesian Sparse Deep Model Fine-tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
An Inductive Bias for Tabular Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
Reusing Pretrained Models by Multi-linear Operators for Efficient Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
VCC: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
MathNAS: If Blocks Have a Role in Mathematical Architecture Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
Model-enhanced Vector Index
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
TART: A plug-and-play Transformer module for task-agnostic reasoning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
ZipLM: Inference-Aware Structured Pruning of Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Distributed Inference and Fine-tuning of Large Language Models Over The Internet
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Fine-Tuning Language Models with Just Forward Passes
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
Sparse Modular Activation for Efficient Sequence Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
Enhancing Sharpness-Aware Optimization Through Variance Suppression
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
Max-Margin Token Selection in Attention Mechanism
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
Exposing Attention Glitches with Flip-Flop Language Modeling
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
On Separate Normalization in Self-supervised Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
The emergence of clusters in self-attention dynamics
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Joint Training of Deep Ensembles Fails Due to Learner Collusion
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
Lie Point Symmetry and Physics-Informed Networks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Empowering Convolutional Neural Nets with MetaSin Activation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
REx: Data-Free Residual Quantization Error Expansion
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
Encoding Human Behavior in Information Design through Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
Learning to Reason and Memorize with Self-Notes
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
Multiplication-Free Transformer Training via Piecewise Affine Operations
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
Textually Pretrained Speech Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
On Calibrating Diffusion Probabilistic Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
Towards Consistent Video Editing with Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Autodecoding Latent 3D Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
NICE: NoIse-modulated Consistency rEgularization for Data-Efficient GANs
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
Conditional Score Guidance for Text-Driven Image-to-Image Translation
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Tree Variational Autoencoders
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
Large Language Models of Code Fail at Completing Code with Potential Bugs
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
Why think step by step? Reasoning emerges from the locality of experience
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
Counterfactual Generation with Identifiability Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Contrastive Sampling Chains in Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
Parallel Sampling of Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
Structured Neural Networks for Density Estimation and Causal Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Towards Test-Time Refusals via Concept Negation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Exploring Diverse In-Context Configurations for Image Captioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
Mirror Diffusion Models for Constrained and Watermarked Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Likelihood-Based Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
Regularizing Neural Networks with Meta-Learning Generative Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
Normalizing flow neural networks by JKO scheme
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
Expressive Sign Equivariant Networks for Spectral Geometric Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Efficiently incorporating quintuple interactions into geometric deep learning force fields
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
Provable Training for Graph Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Graph of Circuits with GNN for Exploring the Optimal Design Space
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
Graph Convolutional Kernel Machine versus Graph Convolutional Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Towards Self-Interpretable Graph-Level Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Public Opinion Field Effect Fusion in Representation Learning for Trending Topics Diffusion
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Probabilistic Invariant Learning with Randomized Linear Classifiers
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Does Graph Distillation See Like Vision Dataset Counterpart?
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
Simple and Asymmetric Graph Contrastive Learning without Augmentations
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
Self-supervised Graph Neural Networks via Low-Rank Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
LICO: Explainable Models with Language-Image COnsistency
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Evaluating Neuron Interpretation Methods of NLP Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
Feature Selection in the Contrastive Analysis Setting
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Efficient Equivariant Transfer Learning from Pretrained Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
Test-Time Distribution Normalization for Contrastively Learned Visual-language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Riemannian Residual Neural Networks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Accessing Higher Dimensions for Unsupervised Word Translation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Deep Recurrent Optimal Stopping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
NEO-KD: Knowledge-Distillation-Based Adversarial Training for Robust Multi-Exit Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Topological Parallax: A Geometric Specification for Deep Perception Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
Batchnorm Allows Unsupervised Radial Attacks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
On the Role of Randomization in Adversarially Robust Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Distributionally Robust Ensemble of Lottery Tickets Towards Calibrated Sparse Network Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Fast Trainable Projection for Robust Fine-tuning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Improving Robustness with Adaptive Weight Decay
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
Enhancing Adversarial Robustness via Score-Based Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Improving Adversarial Transferability via Intermediate-level Perturbation Decay
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
Characterizing Out-of-Distribution Error via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
RDumb: A simple approach that questions our progress in continual test-time adaptation
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
Unlocking Deterministic Robustness Certification on ImageNet
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
Adversarial Robustness through Random Weight Sampling
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
RevColV2: Exploring Disentangled Representations in Masked Image Modeling
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Relax, it doesn’t matter how you get there: A new self-supervised approach for multi-timescale behavior analysis
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Deep Insights into Noisy Pseudo Labeling on Graph Data
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Slides]
[
Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Perceptual Kalman Filters: Online State Estimation under a Perfect Perceptual-Quality Constraint
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
Block-State Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks
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Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models
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OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Neural Injective Functions for Multisets, Measures and Graphs via a Finite Witness Theorem
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Does a sparse ReLU network training problem always admit an optimum ?
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
Connecting Pre-trained Language Model and Downstream Task via Properties of Representation
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Pareto Frontiers in Deep Feature Learning: Data, Compute, Width, and Luck
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Fixing the NTK: From Neural Network Linearizations to Exact Convex Programs
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
Training Neural Networks is NP-Hard in Fixed Dimension
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
Functional Equivalence and Path Connectivity of Reducible Hyperbolic Tangent Networks
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Nonparametric Identifiability of Causal Representations from Unknown Interventions
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Causal Discovery in Semi-Stationary Time Series
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Identification of Nonlinear Latent Hierarchical Models
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Data Augmentations for Improved (Large) Language Model Generalization
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
Causal Imitability Under Context-Specific Independence Relations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Learning Nonparametric Latent Causal Graphs with Unknown Interventions
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Generalizing Nonlinear ICA Beyond Structural Sparsity
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Rehearsal Learning for Avoiding Undesired Future
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Sequential Predictive Two-Sample and Independence Testing
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
Gacs-Korner Common Information Variational Autoencoder
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
BanditPAM++: Faster $k$-medoids Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
AdANNS: A Framework for Adaptive Semantic Search
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
CosNet: A Generalized Spectral Kernel Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
On kernel-based statistical learning theory in the mean field limit
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
An Efficient Doubly-Robust Test for the Kernel Treatment Effect
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
Maximum Average Randomly Sampled: A Scale Free and Non-parametric Algorithm for Stochastic Bandits
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
No-regret Algorithms for Fair Resource Allocation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
Smoothed Online Learning for Prediction in Piecewise Affine Systems
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
CS4ML: A general framework for active learning with arbitrary data based on Christoffel functions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Anytime Model Selection in Linear Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Transportability for Bandits with Data from Different Environments
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
Rank-N-Contrast: Learning Continuous Representations for Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
Sequential Subset Matching for Dataset Distillation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Temporally Disentangled Representation Learning under Unknown Nonstationarity
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Tight Bounds for Volumetric Spanners and Applications
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
Unbalanced Low-rank Optimal Transport Solvers
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
DeepPCR: Parallelizing Sequential Operations in Neural Networks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
On the Size and Approximation Error of Distilled Datasets
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Estimating Riemannian Metric with Noise-Contaminated Intrinsic Distance
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
Anchor Data Augmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
4M: Massively Multimodal Masked Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
RanPAC: Random Projections and Pre-trained Models for Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
The s-value: evaluating stability with respect to distributional shifts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
Your representations are in the network: composable and parallel adaptation for large scale models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
Meta-AdaM: An Meta-Learned Adaptive Optimizer with Momentum for Few-Shot Learning
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Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Meta-Learning with Neural Bandit Scheduler
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
Federated Learning via Meta-Variational Dropout
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Fully Dynamic $k$-Clustering in $\tilde O(k)$ Update Time
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
Promises and Pitfalls of Threshold-based Auto-labeling
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
Characterizing the Impacts of Semi-supervised Learning for Weak Supervision
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Federated Spectral Clustering via Secure Similarity Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Exact recovery and Bregman hard clustering of node-attributed Stochastic Block Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Optimistic Meta-Gradients
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
Making Scalable Meta Learning Practical
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Contextual Stochastic Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
Last-Iterate Convergent Policy Gradient Primal-Dual Methods for Constrained MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Variational Annealing on Graphs for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
A Robust Exact Algorithm for the Euclidean Bipartite Matching Problem
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
Bayesian Optimisation of Functions on Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
Structured Semidefinite Programming for Recovering Structured Preconditioners
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Adaptive SGD with Polyak stepsize and Line-search: Robust Convergence and Variance Reduction
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
A Variational Perspective on High-Resolution ODEs
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
Local Convergence of Gradient Methods for Min-Max Games: Partial Curvature Generically Suffices
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Large-Scale Distributed Learning via Private On-Device LSH
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Solving a Class of Non-Convex Minimax Optimization in Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Federated Learning with Client Subsampling, Data Heterogeneity, and Unbounded Smoothness: A New Algorithm and Lower Bounds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Correlation Aware Sparsified Mean Estimation Using Random Projection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
$\textbf{A}^2\textbf{CiD}^2$: Accelerating Asynchronous Communication in Decentralized Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Efficient Activation Function Optimization through Surrogate Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Aiming towards the minimizers: fast convergence of SGD for overparametrized problems
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
A Unified Framework for Rank-based Loss Minimization
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Convergence of Alternating Gradient Descent for Matrix Factorization
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Projection-Free Methods for Solving Nonconvex-Concave Saddle Point Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Distributionally Robust Bayesian Optimization with $\varphi$-divergences
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Predict-then-Calibrate: A New Perspective of Robust Contextual LP
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
A Dynamical System View of Langevin-Based Non-Convex Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
Quantum Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Batch Bayesian Optimization For Replicable Experimental Design
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Riemannian Laplace approximations for Bayesian neural networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Neural Sampling in Hierarchical Exponential-family Energy-based Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
Effective Bayesian Heteroscedastic Regression with Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
Implicit Manifold Gaussian Process Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Deep Gaussian Markov Random Fields for Graph-Structured Dynamical Systems
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Entropy-based Training Methods for Scalable Neural Implicit Samplers
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Greedy Poisson Rejection Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
Stochastic Approximation Algorithms for Systems of Interacting Particles
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1309
A Bayesian Take on Gaussian Process Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
The Memory-Perturbation Equation: Understanding Model's Sensitivity to Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
On the Convergence of Black-Box Variational Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
A Heavy-Tailed Algebra for Probabilistic Programming
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Implicit Variational Inference for High-Dimensional Posteriors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Latent SDEs on Homogeneous Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Posterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
A Definition of Continual Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Learning to Modulate pre-trained Models in RL
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Learning non-Markovian Decision-Making from State-only Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Natural Language Instruction-following with Task-related Language Development and Translation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
MoVie: Visual Model-Based Policy Adaptation for View Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Inverse Reinforcement Learning with the Average Reward Criterion
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Elastic Decision Transformer
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Context Shift Reduction for Offline Meta-Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
HIQL: Offline Goal-Conditioned RL with Latent States as Actions
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Regularized Behavior Cloning for Blocking the Leakage of Past Action Information
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Thought Cloning: Learning to Think while Acting by Imitating Human Thinking
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Cross-Episodic Curriculum for Transformer Agents
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
Compositional Foundation Models for Hierarchical Planning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Large Language Models Are Semi-Parametric Reinforcement Learning Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
Double Gumbel Q-Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
TD Convergence: An Optimization Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
On Imitation in Mean-field Games
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Multi-Agent First Order Constrained Optimization in Policy Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
Mixed-Initiative Multiagent Apprenticeship Learning for Human Training of Robot Teams
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
EDGI: Equivariant Diffusion for Planning with Embodied Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1514
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Large Language Models as Commonsense Knowledge for Large-Scale Task Planning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
GraphMP: Graph Neural Network-based Motion Planning with Efficient Graph Search
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Hybrid Search for Efficient Planning with Completeness Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Compositional Policy Learning in Stochastic Control Systems with Formal Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Mass-Producing Failures of Multimodal Systems with Language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
Explain Any Concept: Segment Anything Meets Concept-Based Explanation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
This Looks Like Those: Illuminating Prototypical Concepts Using Multiple Visualizations
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
On the Robustness of Removal-Based Feature Attributions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
A Bayesian Approach To Analysing Training Data Attribution In Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
LEACE: Perfect linear concept erasure in closed form
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
Auditing for Human Expertise
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Incentives in Private Collaborative Machine Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
Cookie Consent Has Disparate Impact on Estimation Accuracy
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
Fair Canonical Correlation Analysis
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
On Measuring Fairness in Generative Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Strategic Behavior in Two-sided Matching Markets with Prediction-enhanced Preference-formation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
Optimal and Fair Encouragement Policy Evaluation and Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Group Fairness in Peer Review
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Have it your way: Individualized Privacy Assignment for DP-SGD
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
On the Gini-impurity Preservation For Privacy Random Forests
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
A Randomized Approach to Tight Privacy Accounting
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Private (Stochastic) Non-Convex Optimization Revisited: Second-Order Stationary Points and Excess Risks
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
$k$-Means Clustering with Distance-Based Privacy
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Marich: A Query-efficient Distributionally Equivalent Model Extraction Attack
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Optimal Unbiased Randomizers for Regression with Label Differential Privacy
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
Fed-CO$_{2}$: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
Data Minimization at Inference Time
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
Safety Verification of Decision-Tree Policies in Continuous Time
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
The Utility of “Even if” Semifactual Explanation to Optimise Positive Outcomes
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
Dynamic Personalized Federated Learning with Adaptive Differential Privacy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
VRA: Variational Rectified Activation for Out-of-distribution Detection
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
Tools for Verifying Neural Models' Training Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
BERT Lost Patience Won't Be Robust to Adversarial Slowdown
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
Beyond Confidence: Reliable Models Should Also Consider Atypicality
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Model Shapley: Equitable Model Valuation with Black-box Access
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Equal Opportunity of Coverage in Fair Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
IBA: Towards Irreversible Backdoor Attacks in Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Robust and Actively Secure Serverless Collaborative Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
BadTrack: A Poison-Only Backdoor Attack on Visual Object Tracking
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Expert load matters: operating networks at high accuracy and low manual effort
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding
[
Slides]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Connecting Certified and Adversarial Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
GAN You See Me? Enhanced Data Reconstruction Attacks against Split Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Conformal Prediction Sets for Ordinal Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Max-Sliced Mutual Information
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
Nonparametric Teaching for Multiple Learners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
Active representation learning for general task space with applications in robotics
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Errors-in-variables Fr\'echet Regression with Low-rank Covariate Approximation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Guarantees for Self-Play in Multiplayer Games via Polymatrix Decomposability
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
Anonymous and Copy-Robust Delegations for Liquid Democracy
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
A Scalable Neural Network for DSIC Affine Maximizer Auction Design
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Strategic Apple Tasting
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
The Distortion of Binomial Voting Defies Expectation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
Sample Complexity of Forecast Aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Delegated Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
On the Convergence of CART under Sufficient Impurity Decrease Condition
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
SQ Lower Bounds for Non-Gaussian Component Analysis with Weaker Assumptions
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
Structured Prediction with Stronger Consistency Guarantees
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
On Learning Latent Models with Multi-Instance Weak Supervision
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
Sharp Recovery Thresholds of Tensor PCA Spectral Algorithms
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
On the Role of Entanglement and Statistics in Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Implicit Regularization in Over-Parameterized Support Vector Machine
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Attacks on Online Learners: a Teacher-Student Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Toward Understanding Generative Data Augmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Nearly Optimal Bounds for Cyclic Forgetting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
Uniform Convergence with Square-Root Lipschitz Loss
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
When can Regression-Adjusted Control Variate Help? Rare Events, Sobolev Embedding and Minimax Optimality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Learning Trajectories are Generalization Indicators
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
On the Learnability of Multilabel Ranking
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
On Generalization Bounds for Projective Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Demystifying Softmax Gating Function in Gaussian Mixture of Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
Learning From Biased Soft Labels
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Bandit Social Learning under Myopic Behavior
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
An $\varepsilon$-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Regret Minimization via Saddle Point Optimization
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Federated Linear Bandits with Finite Adversarial Actions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
Tracking Most Significant Shifts in Nonparametric Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
Sorting with Predictions
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
Estimating the Rate-Distortion Function by Wasserstein Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
Posterior Sampling for Competitive RL: Function Approximation and Partial Observation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Loss Dynamics of Temporal Difference Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Bayesian Risk-Averse Q-Learning with Streaming Observations
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
Efficient Exploration in Continuous-time Model-based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
Efficient RL with Impaired Observability: Learning to Act with Delayed and Missing State Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Accelerating Value Iteration with Anchoring
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Agnostic Multi-Group Active Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
White-Box Transformers via Sparse Rate Reduction
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
Wide Neural Networks as Gaussian Processes: Lessons from Deep Equilibrium Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
Experiment Planning with Function Approximation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
MIM4DD: Mutual Information Maximization for Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Neural Lad: A Neural Latent Dynamics Framework for Times Series Modeling
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Epistemic Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
Dense-Exponential Random Features: Sharp Positive Estimators of the Gaussian Kernel
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Language Is Not All You Need: Aligning Perception with Language Models
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
Reproducibility in Multiple Instance Learning: A Case For Algorithmic Unit Tests
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Learning Universal Policies via Text-Guided Video Generation
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter
[
OpenReview]
Oral Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
NAP: Neural 3D Articulated Object Prior
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
Learning Regularized Monotone Graphon Mean-Field Games
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1927
Deep Fractional Fourier Transform
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
LOVM: Language-Only Vision Model Selection
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Characterization of Overfitting in Robust Multiclass Classification
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Online Control for Meta-optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
One-Step Diffusion Distillation via Deep Equilibrium Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
PROTES: Probabilistic Optimization with Tensor Sampling
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
GEQ: Gaussian Kernel Inspired Equilibrium Models
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
Fair, Polylog-Approximate Low-Cost Hierarchical Clustering
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
Nonparametric Boundary Geometry in Physics Informed Deep Learning
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Poster]
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OpenReview]
Poster
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach
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Poster]
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OpenReview]
Poster Session
Wed Dec 13 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) None
Poster Session 4
Registration Desk
Thu Dec 14 05:30 AM -- 04:00 PM (PST) @ Lobby D (level 1) None
Registration Desk
Invited Talk
Thu Dec 14 06:30 AM -- 07:20 AM (PST) @ Hall E (level 1) None
Systems for Foundation Models, and Foundation Models for Systems.
Break
Thu Dec 14 07:15 AM -- 08:05 AM (PST) None
Break
Oral
Thu Dec 14 08:00 AM -- 08:15 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Students Parrot Their Teachers: Membership Inference on Model Distillation
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OpenReview]
Oral
Thu Dec 14 08:00 AM -- 08:15 AM (PST) @ Room R06-R09 (level 2) None
Visual Instruction Tuning
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OpenReview]
Oral
Thu Dec 14 08:00 AM -- 08:15 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Going beyond persistent homology using persistent homology
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Slides]
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OpenReview]
Oral
Thu Dec 14 08:00 AM -- 08:15 AM (PST) @ Room R02-R05 (level 2) None
Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent
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OpenReview]
Oral Session
Thu Dec 14 08:00 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Oral 5B Privacy/Fairness
Oral Session
Thu Dec 14 08:00 AM -- 08:45 AM (PST) @ Room R02-R05 (level 2) None
Oral 5C Probability/Sampling
Oral Session
Thu Dec 14 08:00 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
Oral 5D Vision
Oral Session
Thu Dec 14 08:00 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Oral 5A GNNs/Invariance
Oral
Thu Dec 14 08:15 AM -- 08:30 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Clifford Group Equivariant Neural Networks
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OpenReview]
Oral
Thu Dec 14 08:15 AM -- 08:30 AM (PST) @ Room R02-R05 (level 2) None
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
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OpenReview]
Oral
Thu Dec 14 08:15 AM -- 08:30 AM (PST) @ Room R06-R09 (level 2) None
EgoEnv: Human-centric environment representations from egocentric video
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OpenReview]
Oral
Thu Dec 14 08:15 AM -- 08:30 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition
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OpenReview]
Oral
Thu Dec 14 08:30 AM -- 08:45 AM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis
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OpenReview]
Oral
Thu Dec 14 08:30 AM -- 08:45 AM (PST) @ Room R06-R09 (level 2) None
DataComp: In search of the next generation of multimodal datasets
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OpenReview]
Oral
Thu Dec 14 08:30 AM -- 08:45 AM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Ethical Considerations for Responsible Data Curation
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OpenReview]
Oral
Thu Dec 14 08:30 AM -- 08:45 AM (PST) @ Room R02-R05 (level 2) None
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
Learning to Group Auxiliary Datasets for Molecule
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
Learning Invariant Molecular Representation in Latent Discrete Space
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
A Hierarchical Training Paradigm for Antibody Structure-sequence Co-design
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
Functional-Group-Based Diffusion for Pocket-Specific Molecule Generation and Elaboration
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
Point Cloud Completion with Pretrained Text-to-Image Diffusion Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
Binarized Spectral Compressive Imaging
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
Q-DM: An Efficient Low-bit Quantized Diffusion Model
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
Unleash the Potential of Image Branch for Cross-modal 3D Object Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
From ViT Features to Training-free Video Object Segmentation via Streaming-data Mixture Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
Video Timeline Modeling For News Story Understanding
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Slides]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
DäRF: Boosting Radiance Fields from Sparse Input Views with Monocular Depth Adaptation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
CorresNeRF: Image Correspondence Priors for Neural Radiance Fields
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
Slot-guided Volumetric Object Radiance Fields
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
NeRF Revisited: Fixing Quadrature Instability in Volume Rendering
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
Inferring Hybrid Neural Fluid Fields from Videos
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
PHOTOSWAP: Personalized Subject Swapping in Images
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Reducing Shape-Radiance Ambiguity in Radiance Fields with a Closed-Form Color Estimation Method
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
LART: Neural Correspondence Learning with Latent Regularization Transformer for 3D Motion Transfer
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
CluB: Cluster Meets BEV for LiDAR-Based 3D Object Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
Uncertainty Quantification via Neural Posterior Principal Components
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
IEBins: Iterative Elastic Bins for Monocular Depth Estimation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
What Makes Good Examples for Visual In-Context Learning?
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
Toward Re-Identifying Any Animal
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
EgoEnv: Human-centric environment representations from egocentric video
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
AutoGO: Automated Computation Graph Optimization for Neural Network Evolution
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Learning Motion Refinement for Unsupervised Face Animation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
Scattering Vision Transformer: Spectral Mixing Matters
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
Social Motion Prediction with Cognitive Hierarchies
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
LEPARD: Learning Explicit Part Discovery for 3D Articulated Shape Reconstruction
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
Activity Grammars for Temporal Action Segmentation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
Visual Instruction Tuning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
RegBN: Batch Normalization of Multimodal Data with Regularization
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
Scaling Open-Vocabulary Object Detection
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
DynPoint: Dynamic Neural Point For View Synthesis
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
Visual Instruction Inversion: Image Editing via Image Prompting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
Prototypical Variational Autoencoder for 3D Few-shot Object Detection
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
Sensitivity in Translation Averaging
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
Global-correlated 3D-decoupling Transformer for Clothed Avatar Reconstruction
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Flow-Based Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
FouriDown: Factoring Down-Sampling into Shuffling and Superposing
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
$SE(3)$ Equivariant Convolution and Transformer in Ray Space
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
CAST: Cross-Attention in Space and Time for Video Action Recognition
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
Individualized Dosing Dynamics via Neural Eigen Decomposition
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
Extensible Prompts for Language Models on Zero-shot Language Style Customization
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
Focused Transformer: Contrastive Training for Context Scaling
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Poster]
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
High-Fidelity Audio Compression with Improved RVQGAN
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
Continual Learning for Instruction Following from Realtime Feedback
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
SPRING: Studying Papers and Reasoning to play Games
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
Pengi: An Audio Language Model for Audio Tasks
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
Learning Repeatable Speech Embeddings Using An Intra-class Correlation Regularizer
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
EvoPrompting: Language Models for Code-Level Neural Architecture Search
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
Improving Language Plasticity via Pretraining with Active Forgetting
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
Formalizing locality for normative synaptic plasticity models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
A polar prediction model for learning to represent visual transformations
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Learning and processing the ordinal information of temporal sequences in recurrent neural circuits
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
An information-theoretic quantification of the content of communication between brain regions
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
Towards robust and generalizable representations of extracellular data using contrastive learning
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
Wasserstein Quantum Monte Carlo: A Novel Approach for Solving the Quantum Many-Body Schrödinger Equation
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
Versatile Energy-Based Probabilistic Models for High Energy Physics
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
D-CIPHER: Discovery of Closed-form Partial Differential Equations
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Swarm Reinforcement Learning for Adaptive Mesh Refinement
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
DiffVL: Scaling Up Soft Body Manipulation using Vision-Language Driven Differentiable Physics
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
What Planning Problems Can A Relational Neural Network Solve?
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Enhancing Robot Program Synthesis Through Environmental Context
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
Neural Lighting Simulation for Urban Scenes
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
Switching Autoregressive Low-rank Tensor Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
DataComp: In search of the next generation of multimodal datasets
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Geometry-Aware Adaptation for Pretrained Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
Adversarial Learning for Feature Shift Detection and Correction
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
Permutation Equivariant Neural Functionals
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
Learning Dictionary for Visual Attention
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Explore In-Context Learning for 3D Point Cloud Understanding
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
Modality-Independent Teachers Meet Weakly-Supervised Audio-Visual Event Parser
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
Knowledge Distillation for High Dimensional Search Index
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Don't be so Monotone: Relaxing Stochastic Line Search in Over-Parameterized Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
Principled Weight Initialisation for Input-Convex Neural Networks
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
Fine-Grained Visual Prompting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
A fast heuristic to optimize time-space tradeoff for large models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
Multi-modal Queried Object Detection in the Wild
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
Direct Training of SNN using Local Zeroth Order Method
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
PDP: Parameter-free Differentiable Pruning is All You Need
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
Universality and Limitations of Prompt Tuning
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
Memory Efficient Optimizers with 4-bit States
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
Normalization Layers Are All That Sharpness-Aware Minimization Needs
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 Updates
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
Unlimiformer: Long-Range Transformers with Unlimited Length Input
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Coop: Memory is not a Commodity
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
Learning from Both Structural and Textual Knowledge for Inductive Knowledge Graph Completion
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
Parts of Speech–Grounded Subspaces in Vision-Language Models
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Debiasing Scores and Prompts of 2D Diffusion for View-consistent Text-to-3D Generation
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
Multi-resolution Spectral Coherence for Graph Generation with Score-based Diffusion
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
Diffusion Self-Guidance for Controllable Image Generation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Simple and Controllable Music Generation
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
Object-Centric Slot Diffusion
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
Generating Behaviorally Diverse Policies with Latent Diffusion Models
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
The CLIP Model is Secretly an Image-to-Prompt Converter
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
Generator Born from Classifier
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
DreamHuman: Animatable 3D Avatars from Text
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
Norm-guided latent space exploration for text-to-image generation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
Metropolis Sampling for Constrained Diffusion Models
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
AdaVAE: Bayesian Structural Adaptation for Variational Autoencoders
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
Statistical Knowledge Assessment for Large Language Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
DiffComplete: Diffusion-based Generative 3D Shape Completion
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
InsActor: Instruction-driven Physics-based Characters
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
Non-adversarial training of Neural SDEs with signature kernel scores
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
Are Diffusion Models Vision-And-Language Reasoners?
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Spontaneous symmetry breaking in generative diffusion models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
PCF-GAN: generating sequential data via the characteristic function of measures on the path space
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Diffusion Schrödinger Bridge Matching
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
On the choice of Perception Loss Function for Learned Video Compression
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
TabMT: Generating tabular data with masked transformers
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
Domain Re-Modulation for Few-Shot Generative Domain Adaptation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
From Trainable Negative Depth to Edge Heterophily in Graphs
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Transformers over Directed Acyclic Graphs
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Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Going beyond persistent homology using persistent homology
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All?
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
A new perspective on building efficient and expressive 3D equivariant graph neural networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #701
GALOPA: Graph Transport Learning with Optimal Plan Alignment
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Slides]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Interpretable Prototype-based Graph Information Bottleneck
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2027
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
Maximum Independent Set: Self-Training through Dynamic Programming
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
Limits, approximation and size transferability for GNNs on sparse graphs via graphops
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Poster]
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Clifford Group Equivariant Neural Networks
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Latent Space Translation via Semantic Alignment
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
RGMIL: Guide Your Multiple-Instance Learning Model with Regressor
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Understanding and Improving Feature Learning for Out-of-Distribution Generalization
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Simultaneous embedding of multiple attractor manifolds in a recurrent neural network using constrained gradient optimization
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
Recursion in Recursion: Two-Level Nested Recursion for Length Generalization with Scalability
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
Learning Provably Robust Estimators for Inverse Problems via Jittering
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #806
Label Poisoning is All You Need
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
SOL: Sampling-based Optimal Linear bounding of arbitrary scalar functions
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Certifiably Robust Graph Contrastive Learning
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
Adversarial Examples Are Not Real Features
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #723
Adversarial Training from Mean Field Perspective
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
Convolutional Visual Prompt for Robust Visual Perception
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
PointGPT: Auto-regressively Generative Pre-training from Point Clouds
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
Representation Learning via Consistent Assignment of Views over Random Partitions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Language-based Action Concept Spaces Improve Video Self-Supervised Learning
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
Training Transitive and Commutative Multimodal Transformers with LoReTTa
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #823
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
Combating Representation Learning Disparity with Geometric Harmonization
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
Neural Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
Homotopy-based training of NeuralODEs for accurate dynamics discovery
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
Multi Time Scale World Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #825
State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
On the impact of activation and normalization in obtaining isometric embeddings at initialization
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Neural (Tangent Kernel) Collapse
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Spectral Evolution and Invariance in Linear-width Neural Networks
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
How do Minimum-Norm Shallow Denoisers Look in Function Space?
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
Generalization bounds for neural ordinary differential equations and deep residual networks
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Leveraging the two-timescale regime to demonstrate convergence of neural networks
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
Complex-valued Neurons Can Learn More but Slower than Real-valued Neurons via Gradient Descent
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
The Learnability of In-Context Learning
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
Theoretical and Practical Perspectives on what Influence Functions Do
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Stochastic Collapse: How Gradient Noise Attracts SGD Dynamics Towards Simpler Subnetworks
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
Global Convergence Analysis of Local SGD for Two-layer Neural Network without Overparameterization
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
Unified Off-Policy Learning to Rank: a Reinforcement Learning Perspective
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Meek Separators and Their Applications in Targeted Causal Discovery
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Identifiability Guarantees for Causal Disentanglement from Soft Interventions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
Sharp Bounds for Generalized Causal Sensitivity Analysis
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
A Causal Framework for Decomposing Spurious Variations
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
Counterfactual Evaluation of Peer-Review Assignment Policies
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
On Learning Necessary and Sufficient Causal Graphs
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
Bayesian Active Causal Discovery with Multi-Fidelity Experiments
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
AMDP: An Adaptive Detection Procedure for False Discovery Rate Control in High-Dimensional Mediation Analysis
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Causal Effect Identification in Uncertain Causal Networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
$p$-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
False Discovery Proportion control for aggregated Knockoffs
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
Joint Feature and Differentiable $ k $-NN Graph Learning using Dirichlet Energy
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
Statistical Insights into HSIC in High Dimensions
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
Kernel-Based Tests for Likelihood-Free Hypothesis Testing
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Meta-Learning Adversarial Bandit Algorithms
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Towards Optimal Caching and Model Selection for Large Model Inference
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
Contextual Gaussian Process Bandits with Neural Networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
On Private and Robust Bandits
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Multi-Fidelity Multi-Armed Bandits Revisited
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
Contrastive Training of Complex-Valued Autoencoders for Object Discovery
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
A General Framework for Robust G-Invariance in G-Equivariant Networks
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
Learning Linear Causal Representations from Interventions under General Nonlinear Mixing
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
On the Identifiability of Sparse ICA without Assuming Non-Gaussianity
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1023
Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
A Unified Fast Gradient Clipping Framework for DP-SGD
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1024
One Fits All: Power General Time Series Analysis by Pretrained LM
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Generalized test utilities for long-tail performance in extreme multi-label classification
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Inverse Dynamics Pretraining Learns Good Representations for Multitask Imitation
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Hierarchical Gaussian Mixture based Task Generative Model for Robust Meta-Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1026
Multi-task learning with summary statistics
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1103
Differentiable Clustering with Perturbed Spanning Forests
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
Unsupervised Anomaly Detection with Rejection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Doubly-Robust Self-Training
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
RETVec: Resilient and Efficient Text Vectorizer
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Reward Finetuning for Faster and More Accurate Unsupervised Object Discovery
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
How Does Adaptive Optimization Impact Local Neural Network Geometry?
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
Efficient Hyper-parameter Optimization with Cubic Regularization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
Energy-based learning algorithms for analog computing: a comparative study
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
BiSLS/SPS: Auto-tune Step Sizes for Stable Bi-level Optimization
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1113
Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
Continuous-time Analysis of Anchor Acceleration
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
Bicriteria Approximation Algorithms for the Submodular Cover Problem
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Unsupervised Learning for Solving the Travelling Salesman Problem
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
Online Ad Allocation with Predictions
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Block Broyden's Methods for Solving Nonlinear Equations
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Resolving the Tug-of-War: A Separation of Communication and Learning in Federated Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
2Direction: Theoretically Faster Distributed Training with Bidirectional Communication Compression
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Global Update Tracking: A Decentralized Learning Algorithm for Heterogeneous Data
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time Shift in Federated Learning
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Private Federated Frequency Estimation: Adapting to the Hardness of the Instance
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Slides]
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
L2T-DLN: Learning to Teach with Dynamic Loss Network
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
Learning to Configure Separators in Branch-and-Cut
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1205
Riemannian stochastic optimization methods avoid strict saddle points
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Saddle-to-Saddle Dynamics in Diagonal Linear Networks
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
Resilient Constrained Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
Double Randomized Underdamped Langevin with Dimension-Independent Convergence Guarantee
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Macro Placement by Wire-Mask-Guided Black-Box Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
On Masked Pre-training and the Marginal Likelihood
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
On permutation symmetries in Bayesian neural network posteriors: a variational perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Scaling Laws for Hyperparameter Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Flat Seeking Bayesian Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Soft-Unification in Deep Probabilistic Logic
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
GPEX, A Framework For Interpreting Artificial Neural Networks
[
Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Computing Approximate $\ell_p$ Sensitivities
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Unbiased constrained sampling with Self-Concordant Barrier Hamiltonian Monte Carlo
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
NPCL: Neural Processes for Uncertainty-Aware Continual Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Provable convergence guarantees for black-box variational inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
State-Action Similarity-Based Representations for Off-Policy Evaluation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Successor-Predecessor Intrinsic Exploration
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
Game Solving with Online Fine-Tuning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1309
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1402
Managing Temporal Resolution in Continuous Value Estimation: A Fundamental Trade-off
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
Distributional Pareto-Optimal Multi-Objective Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1311
H-InDex: Visual Reinforcement Learning with Hand-Informed Representations for Dexterous Manipulation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Gradient Informed Proximal Policy Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Cross-Domain Policy Adaptation via Value-Guided Data Filtering
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
Doubly Robust Augmented Transfer for Meta-Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Prioritizing Samples in Reinforcement Learning with Reducible Loss
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Slides]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Taylor TD-learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Adversarial Counterfactual Environment Model Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1414
Supported Value Regularization for Offline Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
Revisiting the Minimalist Approach to Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2024
Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1411
Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1416
Reining Generalization in Offline Reinforcement Learning via Representation Distinction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
FlowPG: Action-constrained Policy Gradient with Normalizing Flows
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1420
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
Deep Reinforcement Learning with Plasticity Injection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
Iterative Reachability Estimation for Safe Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Reinforcement Learning with Simple Sequence Priors
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
ELDEN: Exploration via Local Dependencies
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Active Vision Reinforcement Learning under Limited Visual Observability
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
Thinker: Learning to Plan and Act
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
Inverse Preference Learning: Preference-based RL without a Reward Function
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
Diversify \& Conquer: Outcome-directed Curriculum RL via Out-of-Distribution Disagreement
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning?
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
Ess-InfoGAIL: Semi-supervised Imitation Learning from Imbalanced Demonstrations
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
Creating Multi-Level Skill Hierarchies in Reinforcement Learning
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
Optimal Exploration for Model-Based RL in Nonlinear Systems
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
Inferring the Future by Imagining the Past
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Emergent Communication for Rules Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
History Filtering in Imperfect Information Games: Algorithms and Complexity
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
Active Observing in Continuous-time Control
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1514
Adaptive Online Replanning with Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
AdaPlanner: Adaptive Planning from Feedback with Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1515
Beyond Average Return in Markov Decision Processes
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
Learning Reliable Logical Rules with SATNet
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
Labeling Neural Representations with Inverse Recognition
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Auxiliary Losses for Learning Generalizable Concept-based Models
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
SAME: Uncovering GNN Black Box with Structure-aware Shapley-based Multipiece Explanations
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Break It Down: Evidence for Structural Compositionality in Neural Networks
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
Moral Responsibility for AI Systems
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1600
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
Individual Arbitrariness and Group Fairness
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
Ethical Considerations for Responsible Data Curation
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Faster Differentially Private Convex Optimization via Second-Order Methods
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
Easy Learning from Label Proportions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
Post-processing Private Synthetic Data for Improving Utility on Selected Measures
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
Students Parrot Their Teachers: Membership Inference on Model Distillation
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Eliminating Domain Bias for Federated Learning in Representation Space
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
Private Distribution Learning with Public Data: The View from Sample Compression
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
Black-Box Differential Privacy for Interactive ML
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1606
Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
Unleashing the Power of Randomization in Auditing Differentially Private ML
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Regression with Cost-based Rejection
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
Use perturbations when learning from explanations
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
Derandomized novelty detection with FDR control via conformal e-values
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1623
Class-Conditional Conformal Prediction with Many Classes
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
FedFed: Feature Distillation against Data Heterogeneity in Federated Learning
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Combating Bilateral Edge Noise for Robust Link Prediction
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
Content-based Unrestricted Adversarial Attack
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
Minimum-Risk Recalibration of Classifiers
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1627
Fast Partitioned Learned Bloom Filter
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1702
Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning
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Poster]
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1703
Learning List-Level Domain-Invariant Representations for Ranking
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
Structure of universal formulas
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
Creating a Public Repository for Joining Private Data
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
Calibrated Stackelberg Games: Learning Optimal Commitments Against Calibrated Agents
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Similarity-based cooperative equilibrium
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Asynchronous Proportional Response Dynamics: Convergence in Markets with Adversarial Scheduling
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
Computing Optimal Nash Equilibria in Multiplayer Games
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Regret Matching+: (In)Stability and Fast Convergence in Games
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
On the Robustness of Mechanism Design under Total Variation Distance
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1722
Demystifying the Optimal Performance of Multi-Class Classification
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
$H$-Consistency Bounds: Characterization and Extensions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Efficient Testable Learning of Halfspaces with Adversarial Label Noise
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Error Bounds for Learning with Vector-Valued Random Features
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Optimistic Rates for Multi-Task Representation Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression
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Poster]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Learning with Explanation Constraints
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
On Certified Generalization in Structured Prediction
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Initialization-Dependent Sample Complexity of Linear Predictors and Neural Networks
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
Sample-Conditioned Hypothesis Stability Sharpens Information-Theoretic Generalization Bounds
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
Robust Matrix Sensing in the Semi-Random Model
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2026
Near-optimal learning with average Hölder smoothness
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Poster]
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OpenReview]
Oral Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
On the Role of Noise in the Sample Complexity of Learning Recurrent Neural Networks: Exponential Gaps for Long Sequences
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
An Adaptive Algorithm for Learning with Unknown Distribution Drift
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
Robust Mean Estimation Without Moments for Symmetric Distributions
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+\alpha$ Moments
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Poster]
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Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
When are ensembles really effective?
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1810
An active learning framework for multi-group mean estimation
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OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Follow-ups Also Matter: Improving Contextual Bandits via Post-serving Contexts
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
Best Arm Identification with Fixed Budget: A Large Deviation Perspective
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Unconstrained Dynamic Regret via Sparse Coding
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Bypassing the Simulator: Near-Optimal Adversarial Linear Contextual Bandits
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
A Trichotomy for Transductive Online Learning
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1819
Lookaround Optimizer: $k$ steps around, 1 step average
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1817
Linear Time Algorithms for k-means with Multi-Swap Local Search
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Parallel Submodular Function Minimization
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1818
Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization
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Poster]
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Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1813
Understanding Multi-phase Optimization Dynamics and Rich Nonlinear Behaviors of ReLU Networks
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1816
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal
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Poster]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Generalized Belief Transport
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Poster]
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
Label Correction of Crowdsourced Noisy Annotations with an Instance-Dependent Noise Transition Model
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Conformal PID Control for Time Series Prediction
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
Tempo Adaptation in Non-stationary Reinforcement Learning
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
Finding Safe Zones of Markov Decision Processes Policies
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OpenReview]
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Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
Self-Predictive Universal AI
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds
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Slides]
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OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1827
Provably Efficient Offline Goal-Conditioned Reinforcement Learning with General Function Approximation and Single-Policy Concentrability
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
Graph-Structured Gaussian Processes for Transferable Graph Learning
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
Model Spider: Learning to Rank Pre-Trained Models Efficiently
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1927
Directional diffusion models for graph representation learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
Large Language Models Are Zero-Shot Time Series Forecasters
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
A Unified Model and Dimension for Interactive Estimation
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
Online (Multinomial) Logistic Bandit: Improved Regret and Constant Computation Cost
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Projection-Free Online Convex Optimization via Efficient Newton Iterations
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Simplifying Neural Network Training Under Class Imbalance
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2028
Efficient Neural Music Generation
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Partial Matrix Completion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2015
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via $f$-Differential Privacy
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
Learning to Influence Human Behavior with Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple!
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
Equivariant Adaptation of Large Pretrained Models
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Sample based Explanations via Generalized Representers
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Learning Cuts via Enumeration Oracles
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
SQ Lower Bounds for Learning Mixtures of Linear Classifiers
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
FIND: A Function Description Benchmark for Evaluating Interpretability Methods
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Learning Modulated Transformation in GANs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
Triple Eagle: Simple, Fast and Practical Budget-Feasible Mechanisms
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
Collaborative Alignment of NLP Models
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Multi-Head Adapter Routing for Cross-Task Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
Streaming Algorithms and Lower Bounds for Estimating Correlation Clustering Cost
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Causal Discovery from Subsampled Time Series with Proxy Variables
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Symbolic Discovery of Optimization Algorithms
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
Text-to-Image Diffusion Models are Zero Shot Classifiers
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2025
Information Theoretic Lower Bounds for Information Theoretic Upper Bounds
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
AIMS: All-Inclusive Multi-Level Segmentation for Anything
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
Policy Finetuning in Reinforcement Learning via Design of Experiments using Offline Data
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
TWIGMA: A dataset of AI-Generated Images with Metadata From Twitter
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
DELIFFAS: Deformable Light Fields for Fast Avatar Synthesis
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
VaRT: Variational Regression Trees
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
Strategyproof Voting under Correlated Beliefs
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Masked Space-Time Hash Encoding for Efficient Dynamic Scene Reconstruction
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
A Fractional Graph Laplacian Approach to Oversmoothing
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Coherent Soft Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
Learning To Dive In Branch And Bound
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
Learning to Compress Prompts with Gist Tokens
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language.
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
Variational Gaussian Processes with Decoupled Conditionals
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
Affinity-Aware Graph Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
Worst-case Performance of Popular Approximate Nearest Neighbor Search Implementations: Guarantees and Limitations
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
Lower Bounds on Adaptive Sensing for Matrix Recovery
[
OpenReview]
Poster
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
Memory-Constrained Algorithms for Convex Optimization
[
Poster]
[
OpenReview]
Poster Session
Thu Dec 14 08:45 AM -- 10:45 AM (PST) @ Great Hall & Hall B1+B2 (level 1) None
Poster Session 5
Creative AI
Thu Dec 14 08:45 AM -- 12:15 PM (PST) @ Hall D1 (level 1) None
Creative AI Session 3
Lunch
Thu Dec 14 10:45 AM -- 12:15 PM (PST) None
Lunch (On Your Own)
Invited Talk
Thu Dec 14 12:15 PM -- 01:05 PM (PST) @ Hall F (level 1) None
Online Reinforcement Learning in Digital Health Interventions
Break
Thu Dec 14 01:00 PM -- 01:25 PM (PST) None
Coffee Only
Oral
Thu Dec 14 01:20 PM -- 01:35 PM (PST) @ Room R02-R05 (level 2) None
Siamese Masked Autoencoders
[
OpenReview]
Oral
Thu Dec 14 01:20 PM -- 01:35 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Are Emergent Abilities of Large Language Models a Mirage?
In
Oral 6A LLMs
[
OpenReview]
Oral
Thu Dec 14 01:20 PM -- 01:35 PM (PST) @ Room R06-R09 (level 2) None
Optimal Learners for Realizable Regression: PAC Learning and Online Learning
[
OpenReview]
Oral
Thu Dec 14 01:20 PM -- 01:35 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment
In
Oral 6B RL
[
OpenReview]
Oral Session
Thu Dec 14 01:20 PM -- 02:20 PM (PST) @ Room R06-R09 (level 2) None
Oral 6D Theory
Oral Session
Thu Dec 14 01:20 PM -- 02:20 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Oral 6B RL
Oral Session
Thu Dec 14 01:20 PM -- 02:20 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Oral 6A LLMs
Oral Session
Thu Dec 14 01:20 PM -- 02:20 PM (PST) @ Room R02-R05 (level 2) None
Oral 6C Vision
Oral
Thu Dec 14 01:35 PM -- 01:50 PM (PST) @ Room R06-R09 (level 2) None
Random Cuts are Optimal for Explainable k-Medians
[
OpenReview]
Oral
Thu Dec 14 01:35 PM -- 01:50 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Bridging RL Theory and Practice with the Effective Horizon
In
Oral 6B RL
[
OpenReview]
Oral
Thu Dec 14 01:35 PM -- 01:50 PM (PST) @ Room R02-R05 (level 2) None
Image Captioners Are Scalable Vision Learners Too
[
OpenReview]
Oral
Thu Dec 14 01:35 PM -- 01:50 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
In
Oral 6A LLMs
[
OpenReview]
Oral
Thu Dec 14 01:50 PM -- 02:05 PM (PST) @ Room R06-R09 (level 2) None
Tester-Learners for Halfspaces: Universal Algorithms
[
OpenReview]
Oral
Thu Dec 14 01:50 PM -- 02:05 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks
In
Oral 6A LLMs
[
OpenReview]
Oral
Thu Dec 14 01:50 PM -- 02:05 PM (PST) @ Room R02-R05 (level 2) None
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
[
OpenReview]
Oral
Thu Dec 14 01:50 PM -- 02:05 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
In
Oral 6B RL
[
OpenReview]
Oral
Thu Dec 14 02:05 PM -- 02:20 PM (PST) @ Room R02-R05 (level 2) None
Spatial-frequency channels, shape bias, and adversarial robustness
[
OpenReview]
Oral
Thu Dec 14 02:05 PM -- 02:20 PM (PST) @ Room R06-R09 (level 2) None
Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures
[
Slides]
[
OpenReview]
Oral
Thu Dec 14 02:05 PM -- 02:20 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning
In
Oral 6B RL
[
Slides]
[
OpenReview]
Oral
Thu Dec 14 02:05 PM -- 02:20 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
Jailbroken: How Does LLM Safety Training Fail?
In
Oral 6A LLMs
[
OpenReview]
Break
Thu Dec 14 02:20 PM -- 03:15 PM (PST) None
Break
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #107
Lo-Hi: Practical ML Drug Discovery Benchmark
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #104
Uncovering Neural Scaling Laws in Molecular Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #109
Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #108
GAUCHE: A Library for Gaussian Processes in Chemistry
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #105
ProteinShake: Building datasets and benchmarks for deep learning on protein structures
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #100
Sample-efficient Multi-objective Molecular Optimization with GFlowNets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #102
Graph Denoising Diffusion for Inverse Protein Folding
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #101
Tartarus: A Benchmarking Platform for Realistic And Practical Inverse Molecular Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #110
DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #111
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #114
SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #113
ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #115
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #112
WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #117
FLAIR : a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical Imagery
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #116
BioMassters: A Benchmark Dataset for Forest Biomass Estimation using Multi-modal Satellite Time-series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #229
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #321
Object Reprojection Error (ORE): Camera pose benchmarks from lightweight tracking annotations
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #123
EgoTracks: A Long-term Egocentric Visual Object Tracking Dataset
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #215
Robust Model Reasoning and Fitting via Dual Sparsity Pursuit
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #126
trajdata: A Unified Interface to Multiple Human Trajectory Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #302
GEO-Bench: Toward Foundation Models for Earth Monitoring
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #212
A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #314
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #202
InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #331
Visual Programming for Step-by-Step Text-to-Image Generation and Evaluation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #129
D$^2$CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and Dropouts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #334
CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #225
AV-NeRF: Learning Neural Fields for Real-World Audio-Visual Scene Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #333
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #403
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #214
Image Captioners Are Scalable Vision Learners Too
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #300
MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #316
The Drunkard’s Odometry: Estimating Camera Motion in Deforming Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #207
WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #217
NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #210
VidChapters-7M: Video Chapters at Scale
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #309
Language-driven Scene Synthesis using Multi-conditional Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #519
On Occlusions in Video Action Detection: Benchmark Datasets And Training Recipes
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #315
SODA: Robust Training of Test-Time Data Adaptors
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #208
Learning to Taste: A Multimodal Wine Dataset
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #305
ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #209
OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #327
TransHP: Image Classification with Hierarchical Prompting
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #308
OV-PARTS: Towards Open-Vocabulary Part Segmentation
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #332
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #222
OBJECT 3DIT: Language-guided 3D-aware Image Editing
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #119
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #201
MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #330
OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #218
PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #402
Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #203
H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #313
Modeling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #205
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #224
A Dataset of Relighted 3D Interacting Hands
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #124
Real-World Image Variation by Aligning Diffusion Inversion Chain
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #324
Compact Neural Volumetric Video Representations with Dynamic Codebooks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #127
FORB: A Flat Object Retrieval Benchmark for Universal Image Embedding
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #317
EPIC Fields: Marrying 3D Geometry and Video Understanding
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #318
Described Object Detection: Liberating Object Detection with Flexible Expressions
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #322
Objaverse-XL: A Universe of 10M+ 3D Objects
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #206
UDC-SIT: A Real-World Dataset for Under-Display Cameras
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #226
Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #227
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #120
Learning Human Action Recognition Representations Without Real Humans
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #223
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #310
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #121
MiliPoint: A Point Cloud Dataset for mmWave Radar
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #320
Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #404
RIO: A Benchmark for Reasoning Intention-Oriented Objects in Open Environments
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #335
Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieval
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #211
Scalable 3D Captioning with Pretrained Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #312
Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #221
TOA: Task-oriented Active VQA
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #329
AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulator
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #401
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #304
Perception Test: A Diagnostic Benchmark for Multimodal Video Models
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #200
CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #303
Auslan-Daily: Australian Sign Language Translation for Daily Communication and News
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #307
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #400
Training Your Image Restoration Network Better with Random Weight Network as Optimization Function
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #311
Temporal Continual Learning with Prior Compensation for Human Motion Prediction
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #213
Diverse Shape Completion via Style Modulated Generative Adversarial Networks
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #326
Emergent Communication in Interactive Sketch Question Answering
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #319
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #228
Humans in Kitchens: A Dataset for Multi-Person Human Motion Forecasting with Scene Context
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #325
Ego4D Goal-Step: Toward Hierarchical Understanding of Procedural Activities
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #306
Estimating Generic 3D Room Structures from 2D Annotations
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #301
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #410
AndroidInTheWild: A Large-Scale Dataset For Android Device Control
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #415
Lending Interaction Wings to Recommender Systems with Conversational Agents
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #216
TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #419
Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #413
Suggesting Variable Order for Cylindrical Algebraic Decomposition via Reinforcement Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #416
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #422
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
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Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #421
MVDoppler: Unleashing the Power of Multi-View Doppler for MicroMotion-based Gait Classification
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #406
How to Data in Datathons
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #409
RL-based Stateful Neural Adaptive Sampling and Denoising for Real-Time Path Tracing
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #420
DISCO-10M: A Large-Scale Music Dataset
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #417
Sounding Bodies: Modeling 3D Spatial Sound of Humans Using Body Pose and Audio
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #418
Pairwise GUI Dataset Construction Between Android Phones and Tablets
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #423
Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #414
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #407
Parallel-mentoring for Offline Model-based Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #408
OpenProteinSet: Training data for structural biology at scale
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #424
Deep Momentum Multi-Marginal Schrödinger Bridge
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #425
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #426
Into the Single Cell Multiverse: an End-to-End Dataset for Procedural Knowledge Extraction in Biomedical Texts
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #430
SG×P : A Sorghum Genotype × Phenotype Prediction Dataset and Benchmark
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #428
NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #427
ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #440
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #441
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #431
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #442
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #443
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #432
PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #436
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Bone Shape Reconstruction
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #433
SARAMIS: Simulation Assets for Robotic Assisted and Minimally Invasive Surgery
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #435
MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #501
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #434
Intelligent Knee Sleeves: A Real-time Multimodal Dataset for 3D Lower Body Motion Estimation Using Smart Textile
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #437
YouTubePD: A Multimodal Benchmark for Parkinson’s Disease Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #500
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #438
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #439
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #523
YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #508
Reflexion: language agents with verbal reinforcement learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #507
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #505
Mind2Web: Towards a Generalist Agent for the Web
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #506
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #525
FELM: Benchmarking Factuality Evaluation of Large Language Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #516
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #510
DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #504
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #511
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #514
Benchmarking Foundation Models with Language-Model-as-an-Examiner
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #405
Self-Refine: Iterative Refinement with Self-Feedback
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Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #526
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #515
A Massive Scale Semantic Similarity Dataset of Historical English
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #518
M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #524
MultiVENT: Multilingual Videos of Events and Aligned Natural Text
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #517
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #502
QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #527
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #513
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #503
Alexa Arena: A User-Centric Interactive Platform for Embodied AI
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #522
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #521
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #512
Beyond MLE: Convex Learning for Text Generation
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #220
LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #528
PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #535
Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #536
Hyper-HMM: aligning human brains and semantic features in a common latent event space
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #533
Physion++: Evaluating Physical Scene Understanding that Requires Online Inference of Different Physical Properties
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #534
SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #539
Understanding Social Reasoning in Language Models with Language Models
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Slides]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #532
A Bounded Ability Estimation for Computerized Adaptive Testing
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #543
Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #529
The ToMCAT Dataset
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #600
SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #531
Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #537
Interactive Visual Reasoning under Uncertainty
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #538
Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #541
Adaptive whitening with fast gain modulation and slow synaptic plasticity
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #544
A generative model of the hippocampal formation trained with theta driven local learning rules
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #530
The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #545
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #542
A Unified, Scalable Framework for Neural Population Decoding
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #540
Curriculum Learning With Infant Egocentric Videos
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #603
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #602
LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #601
LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #604
M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #609
HOH: Markerless Multimodal Human-Object-Human Handover Dataset with Large Object Count
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #606
RoboHive: A Unified Framework for Robot Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #611
SiT Dataset: Socially Interactive Pedestrian Trajectory Dataset for Social Navigation Robots
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #607
Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #610
CaMP: Causal Multi-policy Planning for Interactive Navigation in Multi-room Scenes
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #608
The Waymo Open Sim Agents Challenge
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #613
WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #616
CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #614
BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #612
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #615
A Dataset for Analyzing Streaming Media Performance over HTTP/3 Browsers
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #617
Data Pruning via Moving-one-Sample-out
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #618
Scientific Document Retrieval using Multi-level Aspect-based Queries
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #621
SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #620
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #619
Data Portraits: Recording Foundation Model Training Data
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #623
Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #622
D4: Improving LLM Pretraining via Document De-Duplication and Diversification
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #624
Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #630
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #628
The Tunnel Effect: Building Data Representations in Deep Neural Networks
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #631
ADGym: Design Choices for Deep Anomaly Detection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #629
Algorithm Selection for Deep Active Learning with Imbalanced Datasets
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #632
Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #626
Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #625
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #328
Residual Alignment: Uncovering the Mechanisms of Residual Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #633
Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #605
Grounding Neural Inference with Satisfiability Modulo Theories
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #703
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #635
Sampling weights of deep neural networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #702
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #634
A Comprehensive Benchmark for Neural Human Radiance Fields
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #706
Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #704
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #705
$S^3$: Increasing GPU Utilization during Generative Inference for Higher Throughput
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #707
Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #709
Stable and low-precision training for large-scale vision-language models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #708
XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #711
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #726
GenEval: An object-focused framework for evaluating text-to-image alignment
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #719
Revisiting the Evaluation of Image Synthesis with GANs
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #627
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #710
Stable Diffusion is Unstable
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #725
One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #801
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #802
High-dimensional Asymptotics of Denoising Autoencoders
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #716
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #717
Dynamically Masked Discriminator for GANs
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #805
Extremal Domain Translation with Neural Optimal Transport
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #714
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #810
Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #804
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #808
Restart Sampling for Improving Generative Processes
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #800
Trans-Dimensional Generative Modeling via Jump Diffusion Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #720
Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #713
Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #722
CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #721
Benchmarking and Analyzing 3D-aware Image Synthesis with a Modularized Codebase
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #803
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #724
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #712
Compositional Sculpting of Iterative Generative Processes
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #718
A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #809
OpenAGI: When LLM Meets Domain Experts
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #807
Canonical normalizing flows for manifold learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #727
Star-Shaped Denoising Diffusion Probabilistic Models
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #715
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #818
Tailoring Self-Attention for Graph via Rooted Subtrees
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #826
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #828
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #812
Expressivity-Preserving GNN Simulation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #122
Optimality of Message-Passing Architectures for Sparse Graphs
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #816
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #814
Improving Self-supervised Molecular Representation Learning using Persistent Homology
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #820
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #829
GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #813
Latent Graph Inference with Limited Supervision
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #817
On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #822
The expressive power of pooling in Graph Neural Networks
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #827
Neural Algorithmic Reasoning Without Intermediate Supervision
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #815
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #811
Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis
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OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #900
PlanE: Representation Learning over Planar Graphs
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #821
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #819
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #824
Towards Better Dynamic Graph Learning: New Architecture and Unified Library
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #902
Balanced Training for Sparse GANs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #901
Human-Guided Complexity-Controlled Abstractions
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #219
ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #916
Exploring Geometry of Blind Spots in Vision models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #908
COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #907
Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #906
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #904
On Evaluating Adversarial Robustness of Large Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #909
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #520
Revealing the unseen: Benchmarking video action recognition under occlusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #914
Revisiting Adversarial Robustness Distillation from the Perspective of Robust Fairness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #911
Benchmarking Distribution Shift in Tabular Data with TableShift
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #905
QuadAttac$K$: A Quadratic Programming Approach to Learning Ordered Top-$K$ Adversarial Attacks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #910
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #915
Benchmarking Robustness to Adversarial Image Obfuscations
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #917
Maximization of Average Precision for Deep Learning with Adversarial Ranking Robustness
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #903
How hard are computer vision datasets? Calibrating dataset difficulty to viewing time
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #912
Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #509
Contextually Affinitive Neighborhood Refinery for Deep Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #925
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #918
HASSOD: Hierarchical Adaptive Self-Supervised Object Detection
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #118
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #923
Siamese Masked Autoencoders
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #922
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #919
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #920
Self-supervised video pretraining yields robust and more human-aligned visual representations
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #924
Implicit variance regularization in non-contrastive SSL
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #921
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #926
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #927
Deep Equilibrium Based Neural Operators for Steady-State PDEs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1000
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1001
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1010
Learning a Neuron by a Shallow ReLU Network: Dynamics and Implicit Bias for Correlated Inputs
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1004
Learning Curves for Noisy Heterogeneous Feature-Subsampled Ridge Ensembles
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1009
Learning a 1-layer conditional generative model in total variation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1002
What can a Single Attention Layer Learn? A Study Through the Random Features Lens
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1003
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1006
Optimal approximation using complex-valued neural networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1005
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1007
Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1008
A Logic for Expressing Log-Precision Transformers
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1012
Do Not Marginalize Mechanisms, Rather Consolidate!
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #913
A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1017
Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1018
FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1011
Learning Causal Models under Independent Changes
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1015
Generator Identification for Linear SDEs with Additive and Multiplicative Noise
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1014
Unpaired Multi-Domain Causal Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1013
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #103
Characterization and Learning of Causal Graphs with Small Conditioning Sets
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1016
Optimal Treatment Regimes for Proximal Causal Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1019
Toolbox for Multimodal Learn (scikit-multimodallearn)
[
JMLR]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1021
Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1022
AQuA: A Benchmarking Tool for Label Quality Assessment
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1020
A benchmark of categorical encoders for binary classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1025
Sharp Calibrated Gaussian Processes
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #700
Kernelized Cumulants: Beyond Kernel Mean Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1027
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1102
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1100
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1106
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1101
Achieving Cross Modal Generalization with Multimodal Unified Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1105
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1107
Uncovering Meanings of Embeddings via Partial Orthogonality
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1104
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1110
QuIP: 2-Bit Quantization of Large Language Models With Guarantees
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1108
Are Emergent Abilities of Large Language Models a Mirage?
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1109
An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1111
SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1112
Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1114
Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1115
An Optimization-based Approach To Node Role Discovery in Networks: Approximating Equitable Partitions
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1116
Retrieval-Augmented Multiple Instance Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1120
Online Constrained Meta-Learning: Provable Guarantees for Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1119
Practical Equivariances via Relational Conditional Neural Processes
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1126
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1127
Does progress on ImageNet transfer to real-world datasets?
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #429
Data Selection for Language Models via Importance Resampling
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1123
Meta-in-context learning in large language models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1121
Focus Your Attention when Few-Shot Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1118
TIES-Merging: Resolving Interference When Merging Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1122
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1124
Secure Out-of-Distribution Task Generalization with Energy-Based Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1117
An Empirical Investigation of the Role of Pre-training in Lifelong Learning
[
JMLR]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1125
Recasting Continual Learning as Sequence Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1128
Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1200
InstanT: Semi-supervised Learning with Instance-dependent Thresholds
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1129
Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #128
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1201
Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1202
Unsupervised Semantic Correspondence Using Stable Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1203
On the Overlooked Pitfalls of Weight Decay and How to Mitigate Them: A Gradient-Norm Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1204
Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1206
Operation-Level Early Stopping for Robustifying Differentiable NAS
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1207
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1208
Complexity of Derivative-Free Policy Optimization for Structured $\mathcal{H}_\infty$ Control
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1210
Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1209
Searching for Optimal Per-Coordinate Step-sizes with Multidimensional Backtracking
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1211
Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1212
Faster Discrete Convex Function Minimization with Predictions: The M-Convex Case
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1213
Accelerated Quasi-Newton Proximal Extragradient: Faster Rate for Smooth Convex Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1215
Federated Learning with Bilateral Curation for Partially Class-Disjoint Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1217
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1216
Federated Compositional Deep AUC Maximization
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1218
Towards Personalized Federated Learning via Heterogeneous Model Reassembly
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1214
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1219
Mechanic: A Learning Rate Tuner
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1221
FAMO: Fast Adaptive Multitask Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1220
Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1224
Convergence of Adam Under Relaxed Assumptions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1222
Personalized Dictionary Learning for Heterogeneous Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1223
Closing the gap between the upper bound and lower bound of Adam's iteration complexity
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1225
Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1226
Outlier-Robust Wasserstein DRO
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1301
Single-Call Stochastic Extragradient Methods for Structured Non-monotone Variational Inequalities: Improved Analysis under Weaker Conditions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1300
Knowledge Distillation Performs Partial Variance Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1304
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1303
Robust Bayesian Satisficing
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1302
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1306
Generalized Information-theoretic Multi-view Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1305
Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1310
Conditional score-based diffusion models for Bayesian inference in infinite dimensions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1307
ContinuAR: Continuous Autoregression For Infinite-Fidelity Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1308
Physics-Informed Bayesian Optimization of Variational Quantum Circuits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1312
Credal Marginal MAP
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1400
Stein $\Pi$-Importance Sampling
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1313
Quasi-Monte Carlo Graph Random Features
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1401
The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1403
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1407
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1410
Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1404
Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1406
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1405
Consistent Aggregation of Objectives with Diverse Time Preferences Requires Non-Markovian Rewards
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1408
Semantic HELM: A Human-Readable Memory for Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1409
Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1417
CEIL: Generalized Contextual Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1412
SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1418
Survival Instinct in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1419
Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1413
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #106
Katakomba: Tools and Benchmarks for Data-Driven NetHack
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1415
Offline RL with Discrete Proxy Representations for Generalizability in POMDPs
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1423
A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1502
RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1501
Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1504
NetHack is Hard to Hack
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1425
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1426
Generalized Weighted Path Consistency for Mastering Atari Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1422
Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1506
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1424
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1503
Small batch deep reinforcement learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1505
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1500
Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1427
Self-Supervised Reinforcement Learning that Transfers using Random Features
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1507
Ignorance is Bliss: Robust Control via Information Gating
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1421
Combinatorial Optimization with Policy Adaptation using Latent Space Search
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1509
Rewiring Neurons in Non-Stationary Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1508
CQM: Curriculum Reinforcement Learning with a Quantized World Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1513
Hierarchical Multi-Agent Skill Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1512
OFCOURSE: A Multi-Agent Reinforcement Learning Environment for Order Fulfillment
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1510
A Robust and Opponent-Aware League Training Method for StarCraft II
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1511
Gigastep - One Billion Steps per Second Multi-agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1517
GEX: A flexible method for approximating influence via Geometric Ensemble
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1520
The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1521
Error Discovery By Clustering Influence Embeddings
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1522
DISCOVER: Making Vision Networks Interpretable via Competition and Dissection
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1516
Tracr: Compiled Transformers as a Laboratory for Interpretability
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1523
[Re] FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1519
What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1518
Robust Data Valuation with Weighted Banzhaf Values
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1602
DICES Dataset: Diversity in Conversational AI Evaluation for Safety
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1603
Into the LAION’s Den: Investigating Hate in Multimodal Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1601
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1526
Scalable Fair Influence Maximization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1604
Dream the Impossible: Outlier Imagination with Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1525
GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #125
Building Socio-culturally Inclusive Stereotype Resources with Community Engagement
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1524
Doubly Constrained Fair Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1527
Fair Graph Distillation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1605
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1609
Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1611
Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1614
Sparsity-Preserving Differentially Private Training of Large Embedding Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1610
What Can We Learn from Unlearnable Datasets?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1612
Counting Distinct Elements Under Person-Level Differential Privacy
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1608
(Amplified) Banded Matrix Factorization: A unified approach to private training
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1613
Understanding Deep Gradient Leakage via Inversion Influence Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1607
Diverse Community Data for Benchmarking Data Privacy Algorithms
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1618
Proximity-Informed Calibration for Deep Neural Networks
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1619
Understanding the detrimental class-level effects of data augmentation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1620
Automated Classification of Model Errors on ImageNet
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1626
Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1615
Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1700
D-Separation for Causal Self-Explanation
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1617
Static and Sequential Malicious Attacks in the Context of Selective Forgetting
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #412
Jailbroken: How Does LLM Safety Training Fail?
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1704
On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1625
Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1624
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1701
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1616
VisAlign: Dataset for Measuring the Alignment between AI and Humans in Visual Perception
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1622
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1621
Multi-scale Diffusion Denoised Smoothing
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1706
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1705
Active Learning for Semantic Segmentation with Multi-class Label Query
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1707
MADG: Margin-based Adversarial Learning for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1708
Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1710
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1709
Fitting trees to $\ell_1$-hyperbolic distances
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1711
Exponential Lower Bounds for Fictitious Play in Potential Games
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1714
Mechanism Design for Collaborative Normal Mean Estimation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1713
Calibrating “Cheap Signals” in Peer Review without a Prior
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1712
Higher-Order Uncoupled Dynamics Do Not Lead to Nash Equilibrium - Except When They Do
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1715
Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1720
The Bayesian Stability Zoo
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #204
Multiclass Boosting: Simple and Intuitive Weak Learning Criteria
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1717
Tester-Learners for Halfspaces: Universal Algorithms
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1724
Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1725
Random Cuts are Optimal for Explainable k-Medians
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1727
Provable benefits of score matching
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1718
Adversarial Resilience in Sequential Prediction via Abstention
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1721
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1723
Collaboratively Learning Linear Models with Structured Missing Data
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1726
Minimax Optimal Rate for Parameter Estimation in Multivariate Deviated Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1716
New Complexity-Theoretic Frontiers of Tractability for Neural Network Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1719
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1800
The Geometry of Neural Nets' Parameter Spaces Under Reparametrization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1808
Non-Stationary Bandits with Auto-Regressive Temporal Dependency
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1812
An Exploration-by-Optimization Approach to Best of Both Worlds in Linear Bandits
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1814
Covariance-adaptive best arm identification
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1802
Online Corrupted User Detection and Regret Minimization
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1811
Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1809
Adaptive Linear Estimating Equations
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1806
Adaptive Algorithms for Relaxed Pareto Set Identification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1805
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1801
Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1803
Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1804
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1807
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1815
Online List Labeling with Predictions
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1825
A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1821
Bridging RL Theory and Practice with the Effective Horizon
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1823
Replicable Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1824
On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling and Beyond
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1820
Is RLHF More Difficult than Standard RL? A Theoretical Perspective
[
OpenReview]
Spotlight Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1822
Optimistic Natural Policy Gradient: a Simple Efficient Policy Optimization Framework for Online RL
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1826
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2023
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1916
Optimal Learners for Realizable Regression: PAC Learning and Online Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1907
$\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2014
Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1921
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1923
Optimized Covariance Design for AB Test on Social Network under Interference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1913
RealTime QA: What's the Answer Right Now?
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2010
Generating QM1B with PySCF$_{\text{IPU}}$
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1926
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1925
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1914
Weakly-Supervised Audio-Visual Segmentation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1919
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2009
Scalable Membership Inference Attacks via Quantile Regression
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2005
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1920
FedNAR: Federated Optimization with Normalized Annealing Regularization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1911
Evaluating Open-QA Evaluation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2019
Thin and deep Gaussian processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2008
MLFMF: Data Sets for Machine Learning for Mathematical Formalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2021
When Do Neural Nets Outperform Boosted Trees on Tabular Data?
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2012
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1922
ReDS: Offline RL With Heteroskedastic Datasets via Support Constraints
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2020
Reproducibility study of the Fairness-enhanced Node Representation Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2002
Color Equivariant Convolutional Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2007
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds
[
JMLR]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2018
$\mathcal{M}^4$: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1918
Granger Components Analysis: Unsupervised learning of latent temporal dependencies
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2017
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1912
On the Importance of Exploration for Generalization in Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2011
Online robust non-stationary estimation
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2013
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2003
Spatial-frequency channels, shape bias, and adversarial robustness
[
Slides]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1917
Ambient Diffusion: Learning Clean Distributions from Corrupted Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1900
[Re] Bandit Theory and Thompson Sampling-guided Directed Evolution for Sequence Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2001
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2022
[Re] Variational Neural Cellular Automata
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1908
RELIC: Reproducibility and Extension on LIC metric in quantifying bias in captioning models
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1903
[Re] End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2006
[Re] Exploring the Role of Grammar and Word Choice in Bias Toward African American English (AAE) in Hate Speech Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1910
[Re] Pure Noise to the Rescue of Insufficient Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1909
[Re] CrossWalk: Fairness-enhanced Node Representation Learning
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1902
[Re] $\mathcal{G}$-Mixup: Graph Data Augmentation for Graph Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2016
[Re] On the Reproducibility of “FairCal: Fairness Calibration for Face Verification”
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2000
Reproducibility Study of “Quantifying Societal Bias Amplification in Image Captioning”
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1904
[Re] Fairness Guarantees under Demographic Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1906
Reproducibility Study of ”Label-Free Explainability for Unsupervised Models”
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1915
Structured Voronoi Sampling
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1905
[Re] Numerical influence of ReLU'(0) on backpropagation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1924
Easy Bayesian Transfer Learning with Informative Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #1901
[Re] On Explainability of Graph Neural Networks via Subgraph Explorations
[
Poster]
[
OpenReview]
Poster
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) #2004
[Re] On the Reproducibility of CartoonX
[
Poster]
[
OpenReview]
Poster Session
Thu Dec 14 03:00 PM -- 05:00 PM (PST) @ Great Hall & Hall B1+B2 (level 1) None
Poster Session 6
Creative AI
Thu Dec 14 05:00 PM -- 07:00 PM (PST) None
Creative AI Performances 2
Town Hall
Thu Dec 14 05:00 PM -- 06:00 PM (PST) @ La Nouvelle Orleans Ballroom A-C (level 2) None
Town Hall
Reception
Thu Dec 14 06:00 PM -- 07:00 PM (PST) @ Hall E (level 1) None
Closing Reception
Registration Desk
Fri Dec 15 05:30 AM -- 02:00 PM (PST) @ Lobby D (level 1) None
Registration Desk
Workshop
Fri Dec 15 06:15 AM -- 03:20 PM (PST) @ Room 242 None
New Frontiers of AI for Drug Discovery and Development
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Hall E2 (level 1) None
Foundation Models for Decision Making
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Room 260 - 262 None
Deep Generative Models for Health
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Room 215 - 216 None
Information-Theoretic Principles in Cognitive Systems (InfoCog)
Workshop
Fri Dec 15 06:15 AM -- 03:15 PM (PST) @ Great Hall (level 1) None
UniReps: Unifying Representations in Neural Models
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Room 243 - 245 None
Causal Representation Learning
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Room 228 - 230 None
AI for Accelerated Materials Design (AI4Mat-2023)
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Room 265 - 268 None
Generative AI for Education (GAIED): Advances, Opportunities, and Challenges
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Room 214 None
Touch Processing: a new Sensing Modality for AI
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Hall B2 (level 1) None
NeurIPS 2023 Workshop: Machine Learning and the Physical Sciences
Workshop
Fri Dec 15 06:15 AM -- 03:30 PM (PST) @ Room 223 None
Associative Memory & Hopfield Networks in 2023
Competition
Fri Dec 15 06:30 AM -- 10:00 AM (PST) @ Virtual None
Causal Structure Learning from Event Sequences and Prior Knowledge
Workshop
Fri Dec 15 06:30 AM -- 03:30 PM (PST) @ Room 220 - 222 None
Instruction Tuning and Instruction Following
Workshop
Fri Dec 15 06:30 AM -- 03:05 PM (PST) @ Room 208 - 210 None
Machine Learning in Structural Biology Workshop
Workshop
Fri Dec 15 06:30 AM -- 03:30 PM (PST) @ Room 235 - 236 None
Table Representation Learning Workshop
Competition
Fri Dec 15 06:35 AM -- 10:00 AM (PST) @ Room 357 None
Melting Pot Contest
Workshop
Fri Dec 15 06:45 AM -- 03:30 PM (PST) @ Room 271 - 273 None
Attributing Model Behavior at Scale (ATTRIB)
Workshop
Fri Dec 15 06:45 AM -- 03:15 PM (PST) @ Room 238 - 239 None
Computational Sustainability: Promises and Pitfalls from Theory to Deployment
Workshop
Fri Dec 15 06:45 AM -- 03:30 PM (PST) @ Room 255 - 257 None
AI meets Moral Philosophy and Moral Psychology: An Interdisciplinary Dialogue about Computational Ethics
Workshop
Fri Dec 15 06:50 AM -- 03:30 PM (PST) @ Hall B1 (level 1) None
NeurIPS 2023 Workshop on Diffusion Models
Workshop
Fri Dec 15 06:50 AM -- 03:30 PM (PST) @ La Nouvelle Orleans Ballroom A+B (level 2) None
Workshop on robustness of zero/few-shot learning in foundation models (R0-FoMo)
Competition
Fri Dec 15 07:00 AM -- 10:00 AM (PST) @ Room 353 None
The Robot Air Hockey Challenge: Robust, Reliable, and Safe Learning Techniques for Real-world Robotics
Competition
Fri Dec 15 07:00 AM -- 10:00 AM (PST) @ Room 355 None
NeurIPS 2023 Machine Unlearning Competition
Competition
Fri Dec 15 07:00 AM -- 10:00 AM (PST) @ Room 356 None
Privacy Preserving Federated Learning Document VQA
Competition
Fri Dec 15 07:00 AM -- 10:00 AM (PST) @ Room 354 None
The NeurIPS 2023 Neural MMO Challenge: Multi-Task Reinforcement Learning and Curriculum Generation
Competition
Fri Dec 15 07:00 AM -- 11:00 AM (PST) @ Virtual None
Weather4cast 2023 – Data Fusion for Quantitative Hi-Res Rain Movie Prediction under Spatio-temporal Shifts
Competition
Fri Dec 15 07:00 AM -- 10:00 AM (PST) @ Virtual None
Foundation Model Prompting for Medical Image Classification Challenge 2023
Workshop
Fri Dec 15 07:00 AM -- 03:00 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
New Frontiers in Graph Learning (GLFrontiers)
Workshop
Fri Dec 15 07:00 AM -- 03:30 PM (PST) @ Room R02-R05 (level 2) None
Heavy Tails in ML: Structure, Stability, Dynamics
Workshop
Fri Dec 15 07:00 AM -- 03:00 PM (PST) @ Room 203 - 205 None
Backdoors in Deep Learning: The Good, the Bad, and the Ugly
Workshop
Fri Dec 15 07:00 AM -- 03:00 PM (PST) @ Room 206 - 207 None
Goal-Conditioned Reinforcement Learning
Workshop
Fri Dec 15 07:00 AM -- 03:30 PM (PST) @ Room 252 - 254 None
Algorithmic Fairness through the Lens of Time
Workshop
Fri Dec 15 07:00 AM -- 03:00 PM (PST) @ Room 217 - 219 None
MATH-AI: The 3rd Workshop on Mathematical Reasoning and AI
Workshop
Fri Dec 15 07:00 AM -- 03:00 PM (PST) @ Room 211 - 213 None
Agent Learning in Open-Endedness Workshop
Workshop
Fri Dec 15 07:00 AM -- 03:00 PM (PST) @ Room R06-R09 (level 2) None
Workshop on Distribution Shifts: New Frontiers with Foundation Models
Workshop
Fri Dec 15 07:00 AM -- 02:30 PM (PST) @ Room 240 - 241 None
6th Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response
Workshop
Fri Dec 15 07:00 AM -- 03:01 PM (PST) @ Hall D2 (level 1) None
OPT 2023: Optimization for Machine Learning
Break
Fri Dec 15 08:00 AM -- 08:30 AM (PST) None
Break
Competition
Fri Dec 15 08:00 AM -- 12:00 PM (PST) @ Virtual None
The CityLearn Challenge 2023
Break
Fri Dec 15 10:00 AM -- 11:30 AM (PST) None
Lunch (on your own)
Competition
Fri Dec 15 11:30 AM -- 02:30 PM (PST) @ Room 354 None
The HomeRobot Open Vocabulary Mobile Manipulation Challenge
Competition
Fri Dec 15 11:30 AM -- 02:30 PM (PST) @ Room 355 None
Lux AI Challenge Season 2 NeurIPS Edition
Competition
Fri Dec 15 11:30 AM -- 02:30 PM (PST) @ Room 356 None
NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
Competition
Fri Dec 15 11:30 AM -- 02:30 PM (PST) @ Room 353 None
ROAD-R 2023: the Road Event Detection with Requirements Challenge
Competition
Fri Dec 15 11:30 AM -- 02:30 PM (PST) @ Room 357 None
The Dynamic Sensorium competition for predicting large-scale mouse visual cortex activity from videos
Break
Fri Dec 15 01:00 PM -- 01:30 PM (PST) None
Break
Registration Desk
Sat Dec 16 05:30 AM -- 10:00 AM (PST) @ Lobby D (level 1) None
Registration Desk
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Room 203 - 205 None
Temporal Graph Learning Workshop @ NeurIPS 2023
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Room 238 - 239 None
Generalization in Planning (GenPlan '23)
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Great Hall (level 1) None
NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning: Blending New and Existing Knowledge Systems
Workshop
Sat Dec 16 06:15 AM -- 02:40 PM (PST) @ Room 252 - 254 None
NeurIPS 2023 Workshop on Machine Learning for Creativity and Design
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Room 260 - 262 None
Intrinsically Motivated Open-ended Learning (IMOL) Workshop
Workshop
Sat Dec 16 06:15 AM -- 03:15 PM (PST) @ Room 206 - 207 None
Third Workshop on Efficient Natural Language and Speech Processing (ENLSP-III): Towards the Future of Large Language Models and their Emerging Descendants
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Hall B2 (level 1) None
6th Robot Learning Workshop: Pretraining, Fine-Tuning, and Generalization with Large Scale Models
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Room 265 - 268 None
Generative AI and Biology (GenBio@NeurIPS2023)
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Room 243 - 245 None
Workshop on Advancing Neural Network Training (WANT): Computational Efficiency, Scalability, and Resource Optimization
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Hall C2 (level 1 gate 9 south of food court) None
AI for Science: from Theory to Practice
Workshop
Sat Dec 16 06:15 AM -- 03:30 PM (PST) @ Room 208 - 210 None
Adaptive Experimental Design and Active Learning in the Real World
Workshop
Sat Dec 16 06:15 AM -- 03:00 PM (PST) @ Room 240 - 241 None
Gaze Meets ML
Workshop
Sat Dec 16 06:20 AM -- 03:30 PM (PST) @ Room 228 - 230 None
Machine Learning for Audio
Workshop
Sat Dec 16 06:25 AM -- 03:30 PM (PST) @ Hall D2 (level 1) None
Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023 (FL@FM-NeurIPS'23)
Workshop
Sat Dec 16 06:30 AM -- 03:30 PM (PST) @ Room 220 - 222 None
Optimal Transport and Machine Learning
Workshop
Sat Dec 16 06:30 AM -- 03:30 PM (PST) @ Room R06-R09 (level 2) None
Socially Responsible Language Modelling Research (SoLaR)
Workshop
Sat Dec 16 06:30 AM -- 02:45 PM (PST) @ Room 255 - 257 None
The Symbiosis of Deep Learning and Differential Equations -- III
Workshop
Sat Dec 16 06:45 AM -- 03:30 PM (PST) @ Room R02-R05 (level 2) None
I Can’t Believe It’s Not Better (ICBINB): Failure Modes in the Age of Foundation Models
Workshop
Sat Dec 16 06:50 AM -- 03:00 PM (PST) @ Room 242 None
Mathematics of Modern Machine Learning (M3L)
Workshop
Sat Dec 16 06:50 AM -- 03:30 PM (PST) @ Room 271 - 273 None
XAI in Action: Past, Present, and Future Applications
Workshop
Sat Dec 16 06:55 AM -- 03:30 PM (PST) @ Room 215 - 216 None
Regulatable ML: Towards Bridging the Gaps between Machine Learning Research and Regulations
Competition
Sat Dec 16 07:00 AM -- 10:00 AM (PST) @ Room 356 None
Practical Vector Search (Big ANN) Challenge 2023
Competition
Sat Dec 16 07:00 AM -- 10:00 AM (PST) @ Room 354 None
MyoChallenge 2023: Towards Human-Level Dexterity and Agility
Workshop
Sat Dec 16 07:00 AM -- 03:00 PM (PST) @ Hall E2 (level 1) None
Synthetic Data Generation with Generative AI
Workshop
Sat Dec 16 07:00 AM -- 03:00 PM (PST) @ Room 214 None
Learning-Based Solutions for Inverse Problems
Workshop
Sat Dec 16 07:00 AM -- 03:00 PM (PST) @ La Nouvelle Orleans Ballroom A+B (level 2) None
Symmetry and Geometry in Neural Representations
Workshop
Sat Dec 16 07:00 AM -- 03:00 PM (PST) @ Room 217 - 219 None
4th Workshop on Self-Supervised Learning: Theory and Practice
Workshop
Sat Dec 16 07:00 AM -- 03:00 PM (PST) @ Room 211 - 213 None
Machine Learning for Systems
Workshop
Sat Dec 16 07:00 AM -- 03:30 PM (PST) @ Room 223 None
Multi-Agent Security: Security as Key to AI Safety
Workshop
Sat Dec 16 07:00 AM -- 03:00 PM (PST) @ Room 235 - 236 None
Machine Learning with New Compute Paradigms
Workshop
Sat Dec 16 07:00 AM -- 03:00 PM (PST) @ Hall B1 (level 1) None
Medical Imaging meets NeurIPS
Break
Sat Dec 16 08:00 AM -- 08:30 AM (PST) None
Break
Competition
Sat Dec 16 09:00 AM -- 10:10 AM (PST) @ Hall C2 (level 1) None
NeurIPS 2023 Competition Proposal: Open Catalyst Challenge
Break
Sat Dec 16 10:00 AM -- 11:30 AM (PST) None
Lunch (on your own)
Competition
Sat Dec 16 11:30 AM -- 02:30 PM (PST) @ Virtual None
Train Offline, Test Online: A Democratized Robotics Benchmark
Competition
Sat Dec 16 11:30 AM -- 02:30 PM (PST) @ Room 354 None
Single-cell perturbation prediction: generalizing experimental interventions to unseen contexts
Competition
Sat Dec 16 11:30 AM -- 02:30 PM (PST) @ Room 357 None
TDC 2023 (LLM Edition): The Trojan Detection Challenge
Break
Sat Dec 16 01:00 PM -- 01:30 PM (PST) None
Break
Affinity Poster Session
Tue Dec 19 07:00 AM -- 10:00 AM (PST) None
Virtual Affinity Poster Session
Affinity Poster Session
Tue Dec 19 07:00 PM -- 09:59 PM (PST) None
Virtual Affinity Poster Session