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Break
Fri Dec 13 07:30 AM -- 08:30 AM (PST) None
Coffee Break
Registration Desk
Fri Dec 13 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Invited Talk
Fri Dec 13 08:30 AM -- 09:30 AM (PST) @ West Exhibition Hall C, B3 None
Learning for Interaction and Interaction for Learning
Break
Fri Dec 13 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
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OpenReview]
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Oral Session 5C: Machine Vision
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Oral Session 5D: Machine Learning and Science
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Oral Session 5B: Graph Neural Networks, Causal Inference
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Oral Session 5A: Graph Neural Networks
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 5D: Machine Learning and Science
Oral
Fri Dec 13 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 5B: Graph Neural Networks, Causal Inference
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
Convolutional Differentiable Logic Gate Networks
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OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
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OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
Do Finetti: On Causal Effects for Exchangeable Data
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OpenReview]
Oral
Fri Dec 13 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
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OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments
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OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
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OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Learning Formal Mathematics From Intrinsic Motivation
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OpenReview]
Oral
Fri Dec 13 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Scale Equivariant Graph Metanetworks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
The Surprising Effectiveness of SP Voting with Partial Preferences
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Multi-Label Open Set Recognition
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OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
Diffusion Spectral Representation for Reinforcement Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Quality-Improved and Property-Preserved Polarimetric Imaging via Complementarily Fusing
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
Practical Bayesian Algorithm Execution via Posterior Sampling
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Minimum Entropy Coupling with Bottleneck
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
Search for Efficient Large Language Models
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Self-Guiding Exploration for Combinatorial Problems
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Optimizing the coalition gain in Online Auctions with Greedy Structured Bandits
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
Simple and Fast Distillation of Diffusion Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Is Your HD Map Constructor Reliable under Sensor Corruptions?
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
Listenable Maps for Zero-Shot Audio Classifiers
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1810
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Optimal Flow Matching: Learning Straight Trajectories in Just One Step
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1009
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Online Learning with Sublinear Best-Action Queries
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
A Bayesian Approach to Data Point Selection
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Compact Language Models via Pruning and Knowledge Distillation
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Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
Optimization Algorithm Design via Electric Circuits
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
Globally Convergent Variational Inference
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
Robust Reinforcement Learning with General Utility
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
General Detection-based Text Line Recognition
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OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Scale Equivariant Graph Metanetworks
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Evaluate calibration of language models with folktexts
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Identifiability Analysis of Linear ODE Systems with Hidden Confounders
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex.
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Flipping-based Policy for Chance-Constrained Markov Decision Processes
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
The Power of Resets in Online Reinforcement Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
Query-Based Adversarial Prompt Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
Uncovering the Redundancy in Graph Self-supervised Learning Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
Learning with Fitzpatrick Losses
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
Fisher Flow Matching for Generative Modeling over Discrete Data
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
ClevrSkills: Compositional Language And Visual Understanding in Robotics
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
IMAGPose: A Unified Conditional Framework for Pose-Guided Person Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
The iNaturalist Sounds Dataset
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
$\textit{Read-ME}$: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Convergence of $\text{log}(1/\epsilon)$ for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5307
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
Unconditional stability of a recurrent neural circuit implementing divisive normalization
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
On the Efficiency of ERM in Feature Learning
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3102
Long-range Meta-path Search on Large-scale Heterogeneous Graphs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
On the Adversarial Robustness of Benjamini Hochberg
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Private Attribute Inference from Images with Vision-Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5100
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
Improving Context-Aware Preference Modeling for Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
Fixed Confidence Best Arm Identification in the Bayesian Setting
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Gradient-based Discrete Sampling with Automatic Cyclical Scheduling
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Regularized Q-Learning
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Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Do Finetti: On Causal Effects for Exchangeable Data
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Towards Scalable and Stable Parallelization of Nonlinear RNNs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Action Imitation in Common Action Space for Customized Action Image Synthesis
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Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
HEMM: Holistic Evaluation of Multimodal Foundation Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
Fit for our purpose, not yours: Benchmark for a low-resource, Indigenous language
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Resolving Discrepancies in Compute-Optimal Scaling of Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Image2Struct: A Benchmark for Evaluating Vision-Language Models in Extracting Structured Information from Images
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
CoLLaM: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5110
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
Adaptive Domain Learning for Cross-domain Image Denoising
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
Understanding the Gains from Repeated Self-Distillation
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OpenReview]
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Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
Boundary Matters: A Bi-Level Active Finetuning Method
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
HyperLogic: Enhancing Diversity and Accuracy in Rule Learning with HyperNets
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
ReFT: Representation Finetuning for Language Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Diffusion Twigs with Loop Guidance for Conditional Graph Generation
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
SimPO: Simple Preference Optimization with a Reference-Free Reward
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
Transfer Learning with Informative Priors: Simple Baselines Better than Previously Reported
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Understanding Emergent Abilities of Language Models from the Loss Perspective
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
How Does Variance Shape the Regret in Contextual Bandits?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
Bridging semantics and pragmatics in information-theoretic emergent communication
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Quantitative Convergences of Lie Group Momentum Optimizers
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
StackEval: Benchmarking LLMs in Coding Assistance
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
Private Online Learning via Lazy Algorithms
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
Graph Neural Networks Need Cluster-Normalize-Activate Modules
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Trajectory Flow Matching with Applications to Clinical Time Series Modelling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Expected Probabilistic Hierarchies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
IaC-Eval: A code generation benchmark for Infrastructure-as-Code programs
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6909
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Wide Two-Layer Networks can Learn from Adversarial Perturbations
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5104
ReMI: A Dataset for Reasoning with Multiple Images
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
ShopBench: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
Multiview Scene Graph
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
FINALLY: fast and universal speech enhancement with studio-like quality
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3205
Navigating the Effect of Parametrization for Dimensionality Reduction
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4811
Exploring Token Pruning in Vision State Space Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2102
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Online Consistency of the Nearest Neighbor Rule
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Grounding Multimodal Large Language Models in Actions
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Exploring Context Window of Large Language Models via Decomposed Positional Vectors
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5201
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
Generalization Analysis for Label-Specific Representation Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
SnapKV: LLM Knows What You are Looking for Before Generation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Nature-Inspired Local Propagation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
BMRS: Bayesian Model Reduction for Structured Pruning
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Domain Adaptation for Large-Vocabulary Object Detectors
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
FUSE: Fast Unified Simulation and Estimation for PDEs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
MKGL: Mastery of a Three-Word Language
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
Transition Constrained Bayesian Optimization via Markov Decision Processes
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
DeiSAM: Segment Anything with Deictic Prompting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Label Noise: Ignorance Is Bliss
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
Understanding Transformers via N-Gram Statistics
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
MambaTree: Tree Topology is All You Need in State Space Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
Robust group and simultaneous inferences for high-dimensional single index model
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
Label Delay in Online Continual Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
SETBENCH: Assessing the Analytical and Semantic Robustness of Language Models
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Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1103
GenAI Arena: An Open Evaluation Platform for Generative Models
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Provable Editing of Deep Neural Networks using Parametric Linear Relaxation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5204
Multi-modal Situated Reasoning in 3D Scenes
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Poster]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Effective Exploration Based on the Structural Information Principles
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
Accelerating Transformers with Spectrum-Preserving Token Merging
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Visual Fourier Prompt Tuning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
On the Scalability of GNNs for Molecular Graphs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
Gradient-free Decoder Inversion in Latent Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
A hierarchical decomposition for explaining ML performance discrepancies
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
To Err Like Human: Affective Bias-Inspired Measures for Visual Emotion Recognition Evaluation
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3201
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
ACFun: Abstract-Concrete Fusion Facial Stylization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
Autonomous Agents for Collaborative Task under Information Asymmetry
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
Latent Functional Maps: a spectral framework for representation alignment
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1011
Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
Spatio-Spectral Graph Neural Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
UV-free Texture Generation with Denoising and Geodesic Heat Diffusion
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
[Re] CUDA: Curriculum of Data Augmentation for Long‐tailed Recognition
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
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Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
A Critical Evaluation of AI Feedback for Aligning Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
Pruning neural network models for gene regulatory dynamics using data and domain knowledge
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Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
What Variables Affect Out-of-Distribution Generalization in Pretrained Models?
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
Infinite Limits of Multi-head Transformer Dynamics
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
Efficient multi-prompt evaluation of LLMs
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4805
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Newton Informed Neural Operator for Computing Multiple Solutions of Nonlinear Partials Differential Equations
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
Neural decoding from stereotactic EEG: accounting for electrode variability across subjects
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Understanding and Improving Training-free Loss-based Diffusion Guidance
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
ImOV3D: Learning Open Vocabulary Point Clouds 3D Object Detection from Only 2D Images
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4206
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Bias Detection via Signaling
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2002
Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
If You Want to Be Robust, Be Wary of Initialization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Dense Associative Memory Through the Lens of Random Features
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
Private and Personalized Frequency Estimation in a Federated Setting
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
PACE: marrying the generalization of PArameter-efficient fine-tuning with Consistency rEgularization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Neural Conditional Probability for Uncertainty Quantification
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
OnlineTAS: An Online Baseline for Temporal Action Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
The Fairness-Quality Tradeoff in Clustering
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Optimal Algorithms for Learning Partitions with Faulty Oracles
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Large Spatial Model: End-to-end Unposed Images to Semantic 3D
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Amortized Bayesian Experimental Design for Decision-Making
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Efficient LLM Scheduling by Learning to Rank
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
TSDS: Data Selection for Task-Specific Model Finetuning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Improving Subgroup Robustness via Data Selection
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Skinned Motion Retargeting with Dense Geometric Interaction Perception
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4803
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
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Slides]
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Poster]
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
DF40: Toward Next-Generation Deepfake Detection
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Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
MatrixNet: Learning over symmetry groups using learned group representations
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
Neural Persistence Dynamics
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Strategic Linear Contextual Bandits
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
Phased Consistency Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Noether's Razor: Learning Conserved Quantities
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
Debiasing Synthetic Data Generated by Deep Generative Models
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
On Feature Learning in Structured State Space Models
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
Symmetric Linear Bandits with Hidden Symmetry
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
Vision-Language Models are Strong Noisy Label Detectors
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
Binarized Diffusion Model for Image Super-Resolution
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Localized Zeroth-Order Prompt Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
User-Creator Feature Polarization in Recommender Systems with Dual Influence
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Continuous Partitioning for Graph-Based Semi-Supervised Learning
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Images that Sound: Composing Images and Sounds on a Single Canvas
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
Grid4D: 4D Decomposed Hash Encoding for High-fidelity Dynamic Gaussian Splatting
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Slides]
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Poster]
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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
OPUS: Occupancy Prediction Using a Sparse Set
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
Generalizing CNNs to graphs with learnable neighborhood quantization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
Generalizable Implicit Motion Modeling for Video Frame Interpolation
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
Learning Truncated Causal History Model for Video Restoration
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5309
$\texttt{dopanim}$: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
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Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Using Noise to Infer Aspects of Simplicity Without Learning
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
Is Multiple Object Tracking a Matter of Specialization?
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models
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OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
Voila-A: Aligning Vision-Language Models with User's Gaze Attention
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
GTA: A Benchmark for General Tool Agents
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
Unity by Diversity: Improved Representation Learning for Multimodal VAEs
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
On the Limitations of Fractal Dimension as a Measure of Generalization
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Interpreting Learned Feedback Patterns in Large Language Models
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2201
Harnessing small projectors and multiple views for efficient vision pretraining
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3611
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
The Implicit Bias of Adam on Separable Data
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5305
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation
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Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
Interactive Deep Clustering via Value Mining
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
A Simple yet Universal Framework for Depth Completion
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Detecting and Measuring Confounding Using Causal Mechanism Shifts
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Slides]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
The Importance of Being Scalable: Improving the Speed and Accuracy of Neural Network Interatomic Potentials Across Chemical Domains
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
PhyRecon: Physically Plausible Neural Scene Reconstruction
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
On the Ability of Developers' Training Data Preservation of Learnware
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
Group Robust Preference Optimization in Reward-free RLHF
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Polyhedral Complex Derivation from Piecewise Trilinear Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4702
Leveraging Separated World Model for Exploration in Visually Distracted Environments
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Understanding Visual Feature Reliance through the Lens of Complexity
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
PTQ4DiT: Post-training Quantization for Diffusion Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Scalable Kernel Inverse Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
FedAvP: Augment Local Data via Shared Policy in Federated Learning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
fMRI predictors based on language models of increasing complexity recover brain left lateralization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
Visual Pinwheel Center Act as Geometric Saliency Detector
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Query-Efficient Correlation Clustering with Noisy Oracle
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1800
Provable and Efficient Dataset Distillation for Kernel Ridge Regression
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Incentivizing Quality Text Generation via Statistical Contracts
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Combining Observational Data and Language for Species Range Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Universal Neural Functionals
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Classification Done Right for Vision-Language Pre-Training
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Nonparametric Evaluation of Noisy ICA Solutions
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Generalized Linear Bandits with Limited Adaptivity
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
HonestLLM: Toward an Honest and Helpful Large Language Model
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
Multistep Distillation of Diffusion Models via Moment Matching
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1909
4-bit Shampoo for Memory-Efficient Network Training
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
ConStat: Performance-Based Contamination Detection in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
CoVoMix: Advancing Zero-Shot Speech Generation for Human-like Multi-talker Conversations
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
[
Slides]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Context and Geometry Aware Voxel Transformer for Semantic Scene Completion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
How does PDE order affect the convergence of PINNs?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
ContactField: Implicit Field Representation for Multi-Person Interaction Geometry
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
Invisible Image Watermarks Are Provably Removable Using Generative AI
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1010
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2607
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Robust Gaussian Processes via Relevance Pursuit
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
Key-Grid: Unsupervised 3D Keypoints Detection using Grid Heatmap Features
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
Cross-modal Representation Flattening for Multi-modal Domain Generalization
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Convolutional Differentiable Logic Gate Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Faster Repeated Evasion Attacks in Tree Ensembles
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
Distribution-Aware Data Expansion with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
Towards Reliable Model Selection for Unsupervised Domain Adaptation: An Empirical Study and A Certified Baseline
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Towards Multi-dimensional Explanation Alignment for Medical Classification
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
Vocal Call Locator Benchmark (VCL'24) for localizing rodent vocalizations from multi-channel audio
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
Exclusively Penalized Q-learning for Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
Can We Leave Deepfake Data Behind in Training Deepfake Detector?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
Seshat Global History Databank Text Dataset and Benchmark of Large Language Models' History Knowledge
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
Deep Bayesian Active Learning for Preference Modeling in Large Language Models
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
When are dynamical systems learned from time series data statistically accurate?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
Slot-VLM: Object-Event Slots for Video-Language Modeling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
Universal Exact Compression of Differentially Private Mechanisms
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Efficient Prompt Optimization Through the Lens of Best Arm Identification
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
Theoretical Analysis of Weak-to-Strong Generalization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
Learning via Surrogate PAC-Bayes
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2407
NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Building a stable classifier with the inflated argmax
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
Robust Offline Active Learning on Graphs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Hierarchical Programmatic Option Framework
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
Learning Noisy Halfspaces with a Margin: Massart is No Harder than Random
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
Clustering in Causal Attention Masking
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3007
Almost Surely Asymptotically Constant Graph Neural Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
SeafloorGenAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
Linear Causal Bandits: Unknown Graph and Soft Interventions
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
Finding Transformer Circuits With Edge Pruning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Pricing and Competition for Generative AI
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Testably Learning Polynomial Threshold Functions
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
Deep Support Vectors
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1102
Training Compute-Optimal Protein Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
Optical Diffusion Models for Image Generation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
Collaborative Refining for Learning from Inaccurate Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
Topological obstruction to the training of shallow ReLU neural networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
PrivCirNet: Efficient Private Inference via Block Circulant Transformation
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
Post-Hoc Reversal: Are We Selecting Models Prematurely?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Sample-efficient Bayesian Optimisation Using Known Invariances
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Parseval Regularization for Continual Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
Bayesian Optimization of Functions over Node Subsets in Graphs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2202
Accelerating Augmentation Invariance Pretraining
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4102
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
High-probability complexity bounds for stochastic non-convex minimax optimization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5009
Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
Learning Elastic Costs to Shape Monge Displacements
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
Robust Reinforcement Learning from Corrupted Human Feedback
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Conditional Outcome Equivalence: A Quantile Alternative to CATE
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
Hybrid Mamba for Few-Shot Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
UniIF: Unified Molecule Inverse Folding
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Retrieval-Augmented Diffusion Models for Time Series Forecasting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Image-aware Evaluation of Generated Medical Reports
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
Fully Explicit Dynamic Gaussian Splatting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
Learning to Understand: Identifying Interactions via the Möbius Transform
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
The surprising efficiency of temporal difference learning for rare event prediction
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
Revisiting the Integration of Convolution and Attention for Vision Backbone
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Causal Effect Identification in a Sub-Population with Latent Variables
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1811
Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
On Sampling Strategies for Spectral Model Sharding
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
Tell What You Hear From What You See - Video to Audio Generation Through Text
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Improved Sample Complexity for Multiclass PAC Learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Mutual Information Estimation via $f$-Divergence and Data Derangements
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Toward Conditional Distribution Calibration in Survival Prediction
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
Reinforcement Learning Guided Semi-Supervised Learning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
How many classifiers do we need?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
Active preference learning for ordering items in- and out-of-sample
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Understanding and Minimising Outlier Features in Transformer Training
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
SparseLLM: Towards Global Pruning of Pre-trained Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Measuring Per-Unit Interpretability at Scale Without Humans
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
Particle Semi-Implicit Variational Inference
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
SuperDeepFool: a new fast and accurate minimal adversarial attack
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
Most Influential Subset Selection: Challenges, Promises, and Beyond
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Parametric model reduction of mean-field and stochastic systems via higher-order action matching
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
Diffusion Priors for Variational Likelihood Estimation and Image Denoising
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
A Theoretical Understanding of Self-Correction through In-context Alignment
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Solving Inverse Problems via Diffusion Optimal Control
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
Quantum Algorithms for Non-smooth Non-convex Optimization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Feedback control guides credit assignment in recurrent neural networks
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
Observational Scaling Laws and the Predictability of Langauge Model Performance
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2907
Transformers Can Do Arithmetic with the Right Embeddings
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
SyncVIS: Synchronized Video Instance Segmentation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Private Geometric Median
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
Implicit Optimization Bias of Next-token Prediction in Linear Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Auditing Local Explanations is Hard
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
Bandits with Preference Feedback: A Stackelberg Game Perspective
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
The Fine-Grained Complexity of Gradient Computation for Training Large Language Models
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Learning Formal Mathematics From Intrinsic Motivation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
Improving self-training under distribution shifts via anchored confidence with theoretical guarantees
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
Learning to compute Gröbner bases
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
Efficiency for Free: Ideal Data Are Transportable Representations
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
How Diffusion Models Learn to Factorize and Compose
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Streaming Bayes GFlowNets
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
An Image is Worth 32 Tokens for Reconstruction and Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4603
Non-convolutional graph neural networks.
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
AID: Attention Interpolation of Text-to-Image Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Diffusion for World Modeling: Visual Details Matter in Atari
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
Deep Submodular Peripteral Networks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Identifying Selections for Unsupervised Subtask Discovery
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
SEL-BALD: Deep Bayesian Active Learning for Selective Labeling with Instance Rejection
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2802
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5108
Beyond Aesthetics: Cultural Competence in Text-to-Image Models
[
Slides]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
The Intelligible and Effective Graph Neural Additive Network
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Hardness of Learning Neural Networks under the Manifold Hypothesis
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
IllumiNeRF: 3D Relighting Without Inverse Rendering
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Unsupervised Discovery of Formulas for Mathematical Constants
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
Analysis of Corrected Graph Convolutions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3600
Renovating Names in Open-Vocabulary Segmentation Benchmarks
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
From Similarity to Superiority: Channel Clustering for Time Series Forecasting
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
Scaling Sign Language Translation
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Unelicitable Backdoors via Cryptographic Transformer Circuits
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Multivariate Probabilistic Time Series Forecasting with Correlated Errors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
CultureLLM: Incorporating Cultural Differences into Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work)
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Mind the Graph When Balancing Data for Fairness or Robustness
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4201
Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Pessimistic Backward Policy for GFlowNets
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
Loki: Low-rank Keys for Efficient Sparse Attention
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Nearly Minimax Optimal Submodular Maximization with Bandit Feedback
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Truthfulness of Calibration Measures
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
Noise Contrastive Alignment of Language Models with Explicit Rewards
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Proportional Fairness in Clustering: A Social Choice Perspective
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5304
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
Do LLMs Build World Representations? Probing Through the Lens of State Abstraction
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
Learning from Highly Sparse Spatio-temporal Data
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
UQ-Guided Hyperparameter Optimization for Iterative Learners
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Activating Self-Attention for Multi-Scene Absolute Pose Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Symmetry-Informed Governing Equation Discovery
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
[
OpenReview]
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Contrastive dimension reduction: when and how?
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
Improving Deep Learning Optimization through Constrained Parameter Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
Building Timeseries Dataset: Empowering Large-Scale Building Analytics
[
Poster]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
Towards Editing Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Fair Online Bilateral Trade
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
Tighter Convergence Bounds for Shuffled SGD via Primal-Dual Perspective
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Unified Guidance for Geometry-Conditioned Molecular Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4310
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Differentially Private Equivalence Testing for Continuous Distributions and Applications
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Embedding Dimension of Contrastive Learning and $k$-Nearest Neighbors
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
N-agent Ad Hoc Teamwork
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4309
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
Omnigrasp: Simulated Humanoid Grasping on Diverse Objects
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Active Set Ordering
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Multi-Label Learning with Stronger Consistency Guarantees
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Task-Agnostic Machine-Learning-Assisted Inference
[
OpenReview]
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Discrete Flow Matching
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5008
On Causal Discovery in the Presence of Deterministic Relations
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
Where Do Large Learning Rates Lead Us?
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Achievable distributional robustness when the robust risk is only partially identified
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
The Power of Extrapolation in Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster Session
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D None
Poster Session 5 West
Poster Session
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C None
Poster Session 5 East
Break
Fri Dec 13 01:00 PM -- 02:30 PM (PST) None
Lunch Break
Test Of Time
Fri Dec 13 01:45 PM -- 02:30 PM (PST) @ West Exhibition Hall C, B3 None
Test of Time
Invited Talk
Fri Dec 13 02:30 PM -- 03:30 PM (PST) @ West Exhibition Hall C, B3 None
How to optimize what matters most?
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
[
OpenReview]
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
[
Slides]
[
OpenReview]
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
Aligner: Efficient Alignment by Learning to Correct
[
OpenReview]
Oral
Fri Dec 13 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
Oral Session 6C: New Data
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Oral Session 6D: Deep Learning Architecture, Infrastructure
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 6C: New Data
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Oral Session 6B: Safety, New Data
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Oral Session 6A: Machine Learning and Science, Safety
Oral
Fri Dec 13 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 6B: Safety, New Data
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
[
OpenReview]
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
Bayesian-guided Label Mapping for Visual Reprogramming
[
OpenReview]
Oral
Fri Dec 13 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
You Only Cache Once: Decoder-Decoder Architectures for Language Models
[
Slides]
[
OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
[
OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
A Taxonomy of Challenges to Curating Fair Datasets
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Graph Diffusion Transformers for Multi-Conditional Molecular Generation
[
OpenReview]
Oral
Fri Dec 13 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
[
Slides]
Break
Fri Dec 13 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6510
Variance estimation in compound decision theory under boundedness
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1009
Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
One-Shot Safety Alignment for Large Language Models via Optimal Dualization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
Improving Alignment and Robustness with Circuit Breakers
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6002
Differentially Private Reinforcement Learning with Self-Play
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5109
DataComp-LM: In search of the next generation of training sets for language models
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6804
PageRank Bandits for Link Prediction
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3703
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Time-MMD: A New Multi-Domain Multimodal Dataset for Time Series Analysis
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6005
Dimension-free Private Mean Estimation for Anisotropic Distributions
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Perplexity-aware Correction for Robust Alignment with Noisy Preferences
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6508
Axioms for AI Alignment from Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1011
Proving Olympiad Algebraic Inequalities without Human Demonstrations
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1010
$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
Human-level shape inferences: A benchmark for evaluating the 3D understanding of vision models
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
Mars: Situated Inductive Reasoning in an Open-World Environment
[
Slides]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2909
Towards Explainable Evaluation Metrics for Machine Translation
[
JMLR]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
Needle In A Multimodal Haystack
[
Poster]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
MOTI$\mathcal{V}\mathcal{E}$: A Drug-Target Interaction Graph For Inductive Link Prediction
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4206
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5009
UrbanDataLayer: A Unified Data Pipeline for Urban Science
[
Poster]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5110
MassSpecGym: A benchmark for the discovery and identification of molecules
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5108
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
[
Slides]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5105
3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5104
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5103
CRAG - Comprehensive RAG Benchmark
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5101
Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5100
Lean Workbook: A large-scale Lean problem set formalized from natural language math problems
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5200
RelBench: A Benchmark for Deep Learning on Relational Databases
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5205
Benchmark Repositories for Better Benchmarking
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5208
PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5309
LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5303
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5302
Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5400
Paloma: A Benchmark for Evaluating Language Model Fit
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5609
A Continuous-time Stochastic Gradient Descent Method for Continuous Data
[
JMLR]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5801
TorchOpt: An Efficient Library for Differentiable Optimization
[
JMLR]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6108
AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6501
There is No Silver Bullet: Benchmarking Methods in Predictive Combinatorial Optimization
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6500
DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6600
ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6502
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6504
NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5204
SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
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Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5106
Streaming Detection of Queried Event Start
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5308
A New Multi-Source Light Detection Benchmark and Semi-Supervised Focal Light Detection
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5210
Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving
[
Poster]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5202
WindsorML - High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5107
Instruction Tuning Large Language Models to Understand Electronic Health Records
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5206
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
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Slides]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3504
Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Geometric Analysis of Nonlinear Manifold Clustering
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6601
CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7002
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6805
Efficient Reinforcement Learning by Discovering Neural Pathways
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7000
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5406
Fair Wasserstein Coresets
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
$SE(3)$ Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Parallelizing Linear Transformers with the Delta Rule over Sequence Length
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
SelfCodeAlign: Self-Alignment for Code Generation
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5502
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6100
Solving Zero-Sum Markov Games with Continous State via Spectral Dynamic Embedding
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
The Feature Speed Formula: a flexible approach to scale hyper-parameters of deep neural networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5910
Communication Efficient Distributed Training with Distributed Lion
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Learning Spatially-Aware Language and Audio Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
FactorSim: Generative Simulation via Factorized Representation
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
Improved off-policy training of diffusion samplers
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
Homology Consistency Constrained Efficient Tuning for Vision-Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5903
Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
Graph Edit Distance with General Costs Using Neural Set Divergence
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5905
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
EigenVI: score-based variational inference with orthogonal function expansions
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
What Matters in Graph Class Incremental Learning? An Information Preservation Perspective
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
UQE: A Query Engine for Unstructured Databases
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
Multi-LLM Debate: Framework, Principals, and Interventions
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5800
The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4210
Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
Generalizablity of Memorization Neural Network
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
Geodesic Optimization for Predictive Shift Adaptation on EEG data
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
Watermarking Makes Language Models Radioactive
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
FouRA: Fourier Low-Rank Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5503
Achieving $\tilde{O}(1/\epsilon)$ Sample Complexity for Constrained Markov Decision Process
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2704
Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
Compositional 3D-aware Video Generation with LLM Director
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
Optimal ablation for interpretability
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6400
Learning to Mitigate Externalities: the Coase Theorem with Hindsight Rationality
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
Shaping the distribution of neural responses with interneurons in a recurrent circuit model
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
Referencing Where to Focus: Improving Visual Grounding with Referential Query
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4407
Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3000
Measuring Goal-Directedness
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
Discovering plasticity rules that organize and maintain neural circuits
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Non-Euclidean Mixture Model for Social Network Embedding
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5907
DistrictNet: Decision-aware learning for geographical districting
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
UGC: Universal Graph Coarsening
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Shared Autonomy with IDA: Interventional Diffusion Assistance
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5803
Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5007
A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5700
GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5504
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6902
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6903
QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5806
Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint
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Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
Aligner: Efficient Alignment by Learning to Correct
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Robust Conformal Prediction Using Privileged Information
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
Pedestrian-Centric 3D Pre-collision Pose and Shape Estimation from Dashcam Perspective
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6202
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
Advection Augmented Convolutional Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2901
Unified Graph Augmentations for Generalized Contrastive Learning on Graphs
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
Multi-Object Hallucination in Vision Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
$C^2M^3$: Cycle-Consistent Multi-Model Merging
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
ProEdit: Simple Progression is All You Need for High-Quality 3D Scene Editing
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2900
Similarity-Navigated Conformal Prediction for Graph Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6906
A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6907
On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6908
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
Metric Space Magnitude for Evaluating the Diversity of Latent Representations
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
Quasi-Bayes meets Vines
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Road Network Representation Learning with the Third Law of Geography
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
Approximating the Top Eigenvector in Random Order Streams
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
DINTR: Tracking via Diffusion-based Interpolation
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
Deep Learning for Computing Convergence Rates of Markov Chains
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Theoretical Characterisation of the Gauss Newton Conditioning in Neural Networks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
Adaptive Important Region Selection with Reinforced Hierarchical Search for Dense Object Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6910
Unlock the Intermittent Control Ability of Model Free Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
Many-shot Jailbreaking
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4010
Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
Fractal Patterns May Illuminate the Success of Next-Token Prediction
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
Are Multiple Instance Learning Algorithms Learnable for Instances?
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6409
Hybrid Reinforcement Learning Breaks Sample Size Barriers In Linear MDPs
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5006
On the Complexity of Identification in Linear Structural Causal Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
CulturePark: Boosting Cross-cultural Understanding in Large Language Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
MALT Powers Up Adversarial Attacks
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6003
Differentially Private Graph Diffusion with Applications in Personalized PageRanks
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
A Generative Model of Symmetry Transformations
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5810
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5704
Geometry-aware training of factorized layers in tensor Tucker format
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3103
OneBit: Towards Extremely Low-bit Large Language Models
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Poster]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
TransVIP: Speech to Speech Translation System with Voice and Isochrony Preservation
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5608
Contextual Active Model Selection
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6301
Learning the Expected Core of Strictly Convex Stochastic Cooperative Games
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5507
Compositional PAC-Bayes: Generalization of GNNs with persistence and beyond
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Fine-grained Control of Generative Data Augmentation in IoT Sensing
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6809
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
UNIT: Unifying Image and Text Recognition in One Vision Encoder
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OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6201
Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning
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Poster]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
TAIA: Large Language Models are Out-of-Distribution Data Learners
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2706
Maia-2: A Unified Model for Human-AI Alignment in Chess
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
Visual Data Diagnosis and Debiasing with Concept Graphs
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6807
Gliding over the Pareto Front with Uniform Designs
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5508
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
A Topology-aware Graph Coarsening Framework for Continual Graph Learning
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
Robust Fine-tuning of Zero-shot Models via Variance Reduction
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6010
AlphaMath Almost Zero: Process Supervision without Process
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Hamiltonian Score Matching and Generative Flows
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6509
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
Random Representations Outperform Online Continually Learned Representations
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Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6200
What type of inference is planning?
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
SGD vs GD: Rank Deficiency in Linear Networks
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6305
LaSCal: Label-Shift Calibration without target labels
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6302
Bayesian Strategic Classification
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6306
LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6800
Ensemble sampling for linear bandits: small ensembles suffice
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2)
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3903
SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization
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Poster]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6001
HuRef: HUman-REadable Fingerprint for Large Language Models
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6206
Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
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Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Bayes-optimal learning of an extensive-width neural network from quadratically many samples
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6101
Multi-Agent Imitation Learning: Value is Easy, Regret is Hard
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
Toward Dynamic Non-Line-of-Sight Imaging with Mamba Enforced Temporal Consistency
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
Rule Based Rewards for Language Model Safety
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5510
Nearly Minimax Optimal Regret for Multinomial Logistic Bandit
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
Interpretable Mesomorphic Networks for Tabular Data
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
Provable Posterior Sampling with Denoising Oracles via Tilted Transport
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Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6407
Thompson Sampling For Combinatorial Bandits: Polynomial Regret and Mismatched Sampling Paradox
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6102
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6701
Decomposable Transformer Point Processes
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5005
Identifying Causal Effects Under Functional Dependencies
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Abrupt Learning in Transformers: A Case Study on Matrix Completion
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
Breaking Semantic Artifacts for Generalized AI-generated Image Detection
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5707
Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Harmonizing Stochasticity and Determinism: Scene-responsive Diverse Human Motion Prediction
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
Smoothed Online Classification can be Harder than Batch Classification
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
Understanding the Role of Equivariance in Self-supervised Learning
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Poster]
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Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6702
Enhancing LLM Reasoning via Vision-Augmented Prompting
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
Understanding Bias in Large-Scale Visual Datasets
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6703
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2703
Estimating the Hallucination Rate of Generative AI
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
A Kernel Perspective on Distillation-based Collaborative Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6109
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3700
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5906
Non-geodesically-convex optimization in the Wasserstein space
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5708
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6401
Symmetries in Overparametrized Neural Networks: A Mean Field View
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5602
Learning to Price Homogeneous Data
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
Unravelling in Collaborative Learning
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4301
Real-time Stereo-based 3D Object Detection for Streaming Perception
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
Dynamic Rescaling for Training GNNs
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5809
On the Optimal Time Complexities in Decentralized Stochastic Asynchronous Optimization
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5808
Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
Rethinking Score Distillation as a Bridge Between Image Distributions
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OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Towards Understanding Evolving Patterns in Sequential Data
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6605
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6705
SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5709
SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
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Poster]
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OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
Neural Pfaffians: Solving Many Many-Electron Schrödinger Equations
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6104
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training
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Slides]
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Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
A distributional simplicity bias in the learning dynamics of transformers
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6706
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5004
Consistency of Neural Causal Partial Identification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5807
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4100
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6309
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5601
Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
A Walsh Hadamard Derived Linear Vector Symbolic Architecture
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Learning Group Actions on Latent Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
AutoSurvey: Large Language Models Can Automatically Write Surveys
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
The Mamba in the Llama: Distilling and Accelerating Hybrid Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
MoEUT: Mixture-of-Experts Universal Transformers
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Graph Diffusion Transformers for Multi-Conditional Molecular Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2604
Diffusion Models With Learned Adaptive Noise
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
Revisiting K-mer Profile for Effective and Scalable Genome Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1804
Predicting Label Distribution from Ternary Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6707
On the Parameter Identifiability of Partially Observed Linear Causal Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures
[
Slides]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6909
MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5710
Emergence of heavy tails in homogenized stochastic gradient descent
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Learning 3D Garment Animation from Trajectories of A Piece of Cloth
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
An Information Theoretic Perspective on Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
On the Expressive Power of Tree-Structured Probabilistic Circuits
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5600
A Theory of Optimistically Universal Online Learnability for General Concept Classes
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
Distributionally Robust Performative Prediction
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4406
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
A Siamese Transformer with Hierarchical Refinement for Lane Detection
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Are Language Models Actually Useful for Time Series Forecasting?
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
GVKF: Gaussian Voxel Kernel Functions for Highly Efficient Surface Reconstruction in Open Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2306
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
Segment Any Change
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5409
PAC-Bayes-Chernoff bounds for unbounded losses
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5701
Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6000
The Limits of Differential Privacy in Online Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5911
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5402
Fair Kernel K-Means: from Single Kernel to Multiple Kernel
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
Spiking Neural Network as Adaptive Event Stream Slicer
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6303
Convergence of No-Swap-Regret Dynamics in Self-Play
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6300
Carrot and Stick: Eliciting Comparison Data and Beyond
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6405
Truncated Variance Reduced Value Iteration
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6704
Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5509
High-dimensional (Group) Adversarial Training in Linear Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Scaling Laws in Linear Regression: Compute, Parameters, and Data
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
MVGamba: Unify 3D Content Generation as State Space Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Unsupervised Anomaly Detection in The Presence of Missing Values
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6602
$E^3$: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
Transferable Boltzmann Generators
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6105
Feint Behaviors and Strategies: Formalization, Implementation and Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Many-Shot In-Context Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5307
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
Visual Prompt Tuning in Null Space for Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
WeiPer: OOD Detection using Weight Perturbations of Class Projections
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6404
Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
A Taxonomy of Challenges to Curating Fair Datasets
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
QUEEN: QUantized Efficient ENcoding for Streaming Free-viewpoint Videos
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5403
Achievable Fairness on Your Data With Utility Guarantees
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
LAM3D: Large Image-Point Clouds Alignment Model for 3D Reconstruction from Single Image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6612
Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
CALVIN: Improved Contextual Video Captioning via Instruction Tuning
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5203
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6008
Zero-Shot Reinforcement Learning from Low Quality Data
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Understanding the Transferability of Representations via Task-Relatedness
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5407
Scale-invariant Optimal Sampling for Rare-events Data and Sparse Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
Why Go Full? Elevating Federated Learning Through Partial Network Updates
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
One-shot Federated Learning via Synthetic Distiller-Distillate Communication
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6210
Verifiably Robust Conformal Prediction
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3404
Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4209
Scalable Early Childhood Reading Performance Prediction
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5901
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Relating Hopfield Networks to Episodic Control
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
LCGen: Mining in Low-Certainty Generation for View-consistent Text-to-3D
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
Motion Forecasting in Continuous Driving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
A Near-optimal Algorithm for Learning Margin Halfspaces with Massart Noise
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Chain-of-Thought Reasoning Without Prompting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6505
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6106
The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6610
FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5805
Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6506
MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6006
OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6209
Conformal Classification with Equalized Coverage for Adaptively Selected Groups
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6402
Learning General Parameterized Policies for Infinite Horizon Average Reward Constrained MDPs via Primal-Dual Policy Gradient Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3809
Nonparametric Copula Models for Multivariate, Mixed, and Missing Data
[
JMLR]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5500
Global Rewards in Restless Multi-Armed Bandits
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
[
JMLR]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Generative Retrieval Meets Multi-Graded Relevance
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5001
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1611
OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6107
Aligning Individual and Collective Objectives in Multi-Agent Cooperation
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
You Only Cache Once: Decoder-Decoder Architectures for Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6308
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6608
A Global Depth-Range-Free Multi-View Stereo Transformer Network with Pose Embedding
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Truth is Universal: Robust Detection of Lies in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Bayesian-guided Label Mapping for Visual Reprogramming
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6607
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6606
Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5804
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
Reliable Learning of Halfspaces under Gaussian Marginals
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6604
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6603
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
StepbaQ: Stepping backward as Correction for Quantized Diffusion Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3408
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
E-Motion: Future Motion Simulation via Event Sequence Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1402
Masked Pre-training Enables Universal Zero-shot Denoiser
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5702
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6011
Adversarial Environment Design via Regret-Guided Diffusion Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5405
Fairness in Social Influence Maximization via Optimal Transport
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques
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Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6307
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6103
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
Beyond Accuracy: Tracking more like Human via Visual Search
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exiting
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
Improving Decision Sparsity
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5908
Performative Control for Linear Dynamical Systems
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
SA3DIP: Segment Any 3D Instance with Potential 3D Priors
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
When is an Embedding Model More Promising than Another?
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6403
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
Stochastic Concept Bottleneck Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
Idiographic Personality Gaussian Process for Psychological Assessment
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6110
GenRL: Multimodal-foundation world models for generalization in embodied agents
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7001
Neural Gaffer: Relighting Any Object via Diffusion
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
Slicing Vision Transformer for Flexibile Inference
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6207
REBEL: Reinforcement Learning via Regressing Relative Rewards
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
Dynamic 3D Gaussian Fields for Urban Areas
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5501
On $f$-Divergence Principled Domain Adaptation: An Improved Framework
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
Reflective Multi-Agent Collaboration based on Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
FilterNet: Harnessing Frequency Filters for Time Series Forecasting
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2603
BiDM: Pushing the Limit of Quantization for Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3704
Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6904
Parameter Competition Balancing for Model Merging
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6012
Solving Minimum-Cost Reach Avoid using Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
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Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Soft-Label Integration for Robust Toxicity Classification
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6004
Faster Algorithms for User-Level Private Stochastic Convex Optimization
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3300
Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
Image Copy Detection for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
LinNet: Linear Network for Efficient Point Cloud Representation Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3002
Towards the Dynamics of a DNN Learning Symbolic Interactions
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
Historical Test-time Prompt Tuning for Vision Foundation Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5506
On the Sparsity of the Strong Lottery Ticket Hypothesis
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6810
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3904
VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
A Full-duplex Speech Dialogue Scheme Based On Large Language Model
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5607
Fast Rates in Stochastic Online Convex Optimization by Exploiting the Curvature of Feasible Sets
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OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Amortized Planning with Large-Scale Transformers: A Case Study on Chess
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6808
Gradient Rewiring for Editable Graph Neural Network Training
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6806
ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6803
Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6801
Interfacing Foundation Models' Embeddings
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
Scalable Optimization in the Modular Norm
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
Activation Map Compression through Tensor Decomposition for Deep Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5404
A Closer Look at AUROC and AUPRC under Class Imbalance
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
Large Language Models Must Be Taught to Know What They Don’t Know
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
ReF-LDM: A Latent Diffusion Model for Reference-based Face Image Restoration
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3403
Extending Multi-modal Contrastive Representations
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5605
GACL: Exemplar-Free Generalized Analytic Continual Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Scalable Bayesian Optimization via Focalized Sparse Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5604
Provably Efficient Interactive-Grounded Learning with Personalized Reward
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2702
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Towards Principled Graph Transformers
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
PowerPM: Foundation Model for Power Systems
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
DiffuBox: Refining 3D Object Detection with Point Diffusion
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
Vision Foundation Model Enables Generalizable Object Pose Estimation
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1608
Novel Object Synthesis via Adaptive Text-Image Harmony
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6708
Out-Of-Distribution Detection with Diversification (Provably)
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
Slot State Space Models
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5900
Auditing Privacy Mechanisms via Label Inference Attacks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5401
Efficient Lifelong Model Evaluation in an Era of Rapid Progress
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6310
Attention boosted Individualized Regression
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6709
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
VFIMamba: Video Frame Interpolation with State Space Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3505
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4203
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6609
ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5909
HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links
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Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
Towards Understanding Extrapolation: a Causal Lens
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Schrodinger Bridge Flow for Unpaired Data Translation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
Neural collapse vs. low-rank bias: Is deep neural collapse really optimal?
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
A General Protocol to Probe Large Vision Models for 3D Physical Understanding
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6007
Learning Versatile Skills with Curriculum Masking
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Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Preference Alignment with Flow Matching
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5410
Learning the Infinitesimal Generator of Stochastic Diffusion Processes
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
Score-based generative models are provably robust: an uncertainty quantification perspective
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Towards Stable Representations for Protein Interface Prediction
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
Pretraining with Random Noise for Fast and Robust Learning without Weight Transport
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6204
Variational Delayed Policy Optimization
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6009
Simplifying Latent Dynamics with Softly State-Invariant World Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5003
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Persistent Homology for High-dimensional Data Based on Spectral Methods
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6710
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6304
Computational Aspects of Bayesian Persuasion under Approximate Best Response
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6700
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3807
General bounds on the quality of Bayesian coresets
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
Improved Particle Approximation Error for Mean Field Neural Networks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6802
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
TFS-NeRF: Template-Free NeRF for Semantic 3D Reconstruction of Dynamic Scene
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
What is my quantum computer good for? Quantum capability learning with physics-aware neural networks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5706
Stochastic Newton Proximal Extragradient Method
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
Latent Neural Operator for Solving Forward and Inverse PDE Problems
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5705
Learning Generalized Linear Programming Value Functions
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5000
Partial Transportability for Domain Generalization
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5606
Strategic Multi-Armed Bandit Problems Under Debt-Free Reporting
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
Generalization of Hamiltonian algorithms
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
Why Do We Need Weight Decay in Modern Deep Learning?
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6408
Online Control in Population Dynamics
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5904
Lookback Prophet Inequalities
[
OpenReview]
Oral Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Return of Unconditional Generation: A Self-supervised Representation Generation Method
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Scaling laws for learning with real and surrogate data
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
Not so griddy: Internal representations of RNNs path integrating more than one agent
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5802
First-Order Methods for Linearly Constrained Bilevel Optimization
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Nuclear Norm Regularization for Deep Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5505
How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Contrastive losses as generalized models of global epistasis
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
An engine not a camera: Measuring performative power of online search
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6611
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
Generalizable Person Re-identification via Balancing Alignment and Uniformity
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
Functional Gradient Flows for Constrained Sampling
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6905
Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6410
Towards the Transferability of Rewards Recovered via Regularized Inverse Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1102
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
A Compositional Atlas for Algebraic Circuits
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6901
Data Free Backdoor Attacks
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6507
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6900
An Analysis of Tokenization: Transformers under Markov Data
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
Co-occurrence is not Factual Association in Language Models
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4404
MAmmoTH2: Scaling Instructions from the Web
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5703
Pretrained Optimization Model for Zero-Shot Black Box Optimization
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
Navigating Extremes: Dynamic Sparsity in Large Output Spaces
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
Gradient-Variation Online Learning under Generalized Smoothness
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
Learning to be Smooth: An End-to-End Differentiable Particle Smoother
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6205
On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
On Divergence Measures for Training GFlowNets
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
CosAE: Learnable Fourier Series for Image Restoration
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5610
S-STE: Continuous Pruning Function for Efficient 2:4 Sparse Pre-training
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5408
Universal Rates of Empirical Risk Minimization
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5902
Instance-Specific Asymmetric Sensitivity in Differential Privacy
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
Optimal Classification under Performative Distribution Shift
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5002
Graph Structure Inference with BAM: Neural Dependency Processing via Bilinear Attention
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Capturing the denoising effect of PCA via compression ratio
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Localizing Memorization in SSL Vision Encoders
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure
[
Slides]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5603
A Best-of-both-worlds Algorithm for Bandits with Delayed Feedback with Robustness to Excessive Delays
[
Poster]
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6406
Preference-based Pure Exploration
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
[
OpenReview]
Poster
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5201
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence
Poster Session
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D None
Poster Session 6 West
Poster Session
Fri Dec 13 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C None
Poster Session 6 East
Town Hall
Fri Dec 13 07:00 PM -- 08:00 PM (PST) @ West Exhibition Hall C, B3 None
Town Hall / Business Meeting
Closing Reception
Fri Dec 13 08:00 PM -- 09:30 PM (PST) @ West Level 0 & Level 1 None
Closing Reception