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Break
Wed Dec 11 07:30 AM -- 08:30 AM (PST) None
Coffee Break
Registration Desk
Wed Dec 11 07:30 AM -- 06:00 PM (PST) @ West Level 1 & East Level 1 None
Registration (East & West)
Invited Talk
Wed Dec 11 08:30 AM -- 09:30 AM (PST) @ West Exhibition Hall C, B3 None
Toward Industrial Artificial Intelligence
Break
Wed Dec 11 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Affinity Workshop
Wed Dec 11 10:00 AM -- 05:00 PM (PST) @ West Meeting Room 202 None
Queer in AI
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ West Meeting Room 211-214 None
The Road Less Scheduled
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OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ East Ballroom A, B None
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
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OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ West Exhibition Hall C, B3 None
Human Expertise in Algorithmic Prediction
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OpenReview]
Oral
Wed Dec 11 10:00 AM -- 10:20 AM (PST) @ East Meeting Room 1-3 None
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
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OpenReview]
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Oral Session 1C: Optimization and Learning Theory
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 1D: Learning Theory
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ East Ballroom A, B None
Oral Session 1A: Neuroscience and Intepretability
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Oral Session 1D: Learning Theory
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 1C: Optimization and Learning Theory
Oral
Wed Dec 11 10:00 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
Oral Session 1B: Human-AI Interaction
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ West Meeting Room 211-214 None
Learning diffusion at lightspeed
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OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ East Ballroom A, B None
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes
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OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ East Meeting Room 1-3 None
Optimal Parallelization of Boosting
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OpenReview]
Oral
Wed Dec 11 10:20 AM -- 10:40 AM (PST) @ West Exhibition Hall C, B3 None
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
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OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ East Meeting Room 1-3 None
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
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OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ West Exhibition Hall C, B3 None
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ West Meeting Room 211-214 None
Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
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OpenReview]
Oral
Wed Dec 11 10:40 AM -- 11:00 AM (PST) @ East Ballroom A, B None
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Learning from Offline Foundation Features with Tensor Augmentations
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
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Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5300
DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
Game-Traversal-Benchmark: Evaluating Planning Abilities Of Large Language Models Via Traversing 2D Game Maps
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5403
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1010
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and RGB Data
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
Stress-Testing Capability Elicitation With Password-Locked Models
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Generative Semi-supervised Graph Anomaly Detection
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
A teacher-teacher framework for clinical language representation learning
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
Information-theoretic Generalization Analysis for Expected Calibration Error
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2607
Local Curvature Smoothing with Stein's Identity for Efficient Score Matching
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2201
Transferable Adversarial Attacks on SAM and Its Downstream Models
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4603
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
Learning Infinitesimal Generators of Continuous Symmetries from Data
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
LiT: Unifying LiDAR "Languages" with LiDAR Translator
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
A Sober Look at the Robustness of CLIPs to Spurious Features
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Conformalized Credal Set Predictors
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
HAWK: Learning to Understand Open-World Video Anomalies
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4923
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4924
Transductive Active Learning: Theory and Applications
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2102
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
Microstructures and Accuracy of Graph Recall by Large Language Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
Semi-Truths: A Large-Scale Dataset for Testing Robustness of AI-Generated Image Detectors
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4925
Gorilla: Large Language Model Connected with Massive APIs
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
Preferential Normalizing Flows
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA
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Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Optimal Parallelization of Boosting
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Distributed Least Squares in Small Space via Sketching and Bias Reduction
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4910
Sequoia: Scalable and Robust Speculative Decoding
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
Bridging OOD Detection and Generalization: A Graph-Theoretic View
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Adaptive Proximal Gradient Method for Convex Optimization
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OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
Pseudo-Private Data Guided Model Inversion Attacks
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7209
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2407
The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1810
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4909
Exploration by Learning Diverse Skills through Successor State Representations
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1811
AdaPKC: PeakConv with Adaptive Peak Receptive Field for Radar Semantic Segmentation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
ActAnywhere: Subject-Aware Video Background Generation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7207
Wings: Learning Multimodal LLMs without Text-only Forgetting
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Dual-Personalizing Adapter for Federated Foundation Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
Preference Learning of Latent Decision Utilities with a Human-like Model of Preferential Choice
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Graph Neural Networks Do Not Always Oversmooth
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
Active design of two-photon holographic stimulation for identifying neural population dynamics
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
Semantics and Spatiality of Emergent Communication
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents
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Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
Clustering with Non-adaptive Subset Queries
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
Unitary Convolutions for Learning on Graphs and Groups
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Group-wise oracle-efficient algorithms for online multi-group learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
Multi-Winner Reconfiguration
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
On the Saturation Effects of Spectral Algorithms in Large Dimensions
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Towards Flexible Visual Relationship Segmentation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
Beyond Optimism: Exploration With Partially Observable Rewards
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Nonstationary Sparse Spectral Permanental Process
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Kermut: Composite kernel regression for protein variant effects
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Variational Distillation of Diffusion Policies into Mixture of Experts
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Coherent 3D Scene Diffusion From a Single RGB Image
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Autoregressive Policy Optimization for Constrained Allocation Tasks
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Transformers are Minimax Optimal Nonparametric In-Context Learners
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3309
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Diffeomorphic interpolation for efficient persistence-based topological optimization
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Selective Explanations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4905
Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Active Learning of General Halfspaces: Label Queries vs Membership Queries
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Temporal Sentence Grounding with Relevance Feedback in Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
AutoPSV: Automated Process-Supervised Verifier
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Attack-Resilient Image Watermarking Using Stable Diffusion
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
What matters when building vision-language models?
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4903
Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
Neural Model Checking
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4902
ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
Transformer Doctor: Diagnosing and Treating Vision Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Boosting Transferability and Discriminability for Time Series Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Soft Superpixel Neighborhood Attention
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Decoupled Kullback-Leibler Divergence Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Partially Observable Cost-Aware Active-Learning with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
Logical characterizations of recurrent graph neural networks with reals and floats
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
Learning diverse causally emergent representations from time series data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Latent Diffusion for Neural Spiking Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Cross-Device Collaborative Test-Time Adaptation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
Mitigating Partial Observability in Decision Processes via the Lambda Discrepancy
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3201
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Linear Causal Representation Learning from Unknown Multi-node Interventions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Sample Complexity of Interventional Causal Representation Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
Can Simple Averaging Defeat Modern Watermarks?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
Stepwise Alignment for Constrained Language Model Policy Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
Nonparametric Instrumental Variable Regression through Stochastic Approximate Gradients
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4803
LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Online Weighted Paging with Unknown Weights
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
SafeWorld: Geo-Diverse Safety Alignment
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
Data Acquisition via Experimental Design for Data Markets
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
A Motion-aware Spatio-temporal Graph for Video Salient Object Ranking
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
Weak Supervision Performance Evaluation via Partial Identification
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
PRODuctive bandits: Importance Weighting No More
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Spectral Adapter: Fine-Tuning in Spectral Space
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
Confidence Calibration of Classifiers with Many Classes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
State Space Models on Temporal Graphs: A First-Principles Study
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
The Value of Reward Lookahead in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
LLM-based Skill Diffusion for Zero-shot Policy Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
3D Gaussian Splatting as Markov Chain Monte Carlo
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Markov Equivalence and Consistency in Differentiable Structure Learning
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Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
Are Graph Neural Networks Optimal Approximation Algorithms?
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2002
Single Image Reflection Separation via Dual-Stream Interactive Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Information Re-Organization Improves Reasoning in Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4805
State-free Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
4Diffusion: Multi-view Video Diffusion Model for 4D Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
Towards Croppable Implicit Neural Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
What makes unlearning hard and what to do about it
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
MADiff: Offline Multi-agent Learning with Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Statistical-Computational Trade-offs for Density Estimation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2910
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
Algebraic Positional Encodings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
Continual Audio-Visual Sound Separation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
Credal Deep Ensembles for Uncertainty Quantification
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Memory-Efficient LLM Training with Online Subspace Descent
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5610
Efficient Graph Matching for Correlated Stochastic Block Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Monoculture in Matching Markets
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
Zero-Shot Transfer of Neural ODEs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
Mitigating Spurious Correlations via Disagreement Probability
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Graphcode: Learning from multiparameter persistent homology using graph neural networks
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Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
What do Graph Neural Networks learn? Insights from Tropical Geometry
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
Taming Generative Diffusion Prior for Universal Blind Image Restoration
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
Time-Constrained Robust MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Quantifying the Gain in Weak-to-Strong Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
LRM-Zero: Training Large Reconstruction Models with Synthesized Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
Beyond Slow Signs in High-fidelity Model Extraction
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Active Classification with Few Queries under Misspecification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
Improving robustness to corruptions with multiplicative weight perturbations
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Opponent Modeling based on Subgoal Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Zero-shot Image Editing with Reference Imitation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
LLM-Check: Investigating Detection of Hallucinations in Large Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Towards Effective Planning Strategies for Dynamic Opinion Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
Where does In-context Learning \\ Happen in Large Language Models?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Robot Policy Learning with Temporal Optimal Transport Reward
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Learning to Handle Complex Constraints for Vehicle Routing Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
Bayesian Adaptive Calibration and Optimal Design
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
REDUCR: Robust Data Downsampling using Class Priority Reweighting
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Poseidon: Efficient Foundation Models for PDEs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
Dense Connector for MLLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3611
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
Full-Atom Peptide Design with Geometric Latent Diffusion
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
NVRC: Neural Video Representation Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
A probability contrastive learning framework for 3D molecular representation learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Is Score Matching Suitable for Estimating Point Processes?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Differentially Private Set Representations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Continuous Temporal Domain Generalization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Euclidean distance compression via deep random features
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Artemis: Towards Referential Understanding in Complex Videos
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
Towards a Scalable Reference-Free Evaluation of Generative Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
Constrained Diffusion Models via Dual Training
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
Conformalized Time Series with Semantic Features
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
The Many Faces of Optimal Weak-to-Strong Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
Scaling Law for Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
SceneCraft: Layout-Guided 3D Scene Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
Mitigating Object Hallucination via Concentric Causal Attention
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
Inferring stochastic low-rank recurrent neural networks from neural data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
Model-based Diffusion for Trajectory Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
Generative Fractional Diffusion Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Freya PAGE: First Optimal Time Complexity for Large-Scale Nonconvex Finite-Sum Optimization with Heterogeneous Asynchronous Computations
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Verified Code Transpilation with LLMs
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
Learning Action and Reasoning-Centric Image Editing from Videos and Simulation
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
UDPM: Upsampling Diffusion Probabilistic Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Breaking the curse of dimensionality in structured density estimation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6909
Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
No Free Lunch Theorem and Black-Box Complexity Analysis for Adversarial Optimisation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
Mitigating Biases in Blackbox Feature Extractors for Image Classification Tasks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
UMB: Understanding Model Behavior for Open-World Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
FairJob: A Real-World Dataset for Fairness in Online Systems
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
Private Algorithms for Stochastic Saddle Points and Variational Inequalities: Beyond Euclidean Geometry
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5310
A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
Evaluating alignment between humans and neural network representations in image-based learning tasks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1909
Optimal and Approximate Adaptive Stochastic Quantization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
Learnability of high-dimensional targets by two-parameter models and gradient flow
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Learning Diffusion Priors from Observations by Expectation Maximization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Derivatives of Stochastic Gradient Descent in parametric optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Doubly Mild Generalization for Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
DetectEval: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Harnessing Multiple Correlated Networks for Exact Community Recovery
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
An Efficient High-dimensional Gradient Estimator for Stochastic Differential Equations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
Offline Multitask Representation Learning for Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
DiffGS: Functional Gaussian Splatting Diffusion
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
Memorize What Matters: Emergent Scene Decomposition from Multitraverse
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
Policy Optimization for Robust Average Reward MDPs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
Worst-Case Offline Reinforcement Learning with Arbitrary Data Support
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
Federated Model Heterogeneous Matryoshka Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Algorithmic progress in language models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Categorical Flow Matching on Statistical Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Conditional Density Estimation with Histogram Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
Bootstrapping Top-down Information for Self-modulating Slot Attention
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
Motion Graph Unleashed: A Novel Approach to Video Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
Multi-Agent Coordination via Multi-Level Communication
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
EGonc : Energy-based Open-Set Node Classification with substitute Unknowns
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GS-Hider: Hiding Messages into 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
LLM Circuit Analyses Are Consistent Across Training and Scale
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
[Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
X-Ray: A Sequential 3D Representation For Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Distributional Preference Alignment of LLMs via Optimal Transport
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
MotionBooth: Motion-Aware Customized Text-to-Video Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
Trajectory Diffusion for ObjectGoal Navigation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4702
Near-Optimal Distributionally Robust Reinforcement Learning with General $L_p$ Norms
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
Graph Neural Networks and Arithmetic Circuits
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
The Road Less Scheduled
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Improved Analysis for Bandit Learning in Matching Markets
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
SyncTweedies: A General Generative Framework Based on Synchronized Diffusions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
Large Language Model Unlearning via Embedding-Corrupted Prompts
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Deep Correlated Prompting for Visual Recognition with Missing Modalities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
Hierarchical Selective Classification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2202
Constructing Semantics-Aware Adversarial Examples with Probabilistic Perspective
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7308
Iterative Methods via Locally Evolving Set Process
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
Stochastic contextual bandits with graph feedback: from independence number to MAS number
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Scalable DBSCAN with Random Projections
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Neural Krylov Iteration for Accelerating Linear System Solving
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Derivative-enhanced Deep Operator Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Variational Flow Matching for Graph Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Text to Blind Motion
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Why are Visually-Grounded Language Models Bad at Image Classification?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Deep Homomorphism Networks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
Supervised Kernel Thinning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
Molecule Generation with Fragment Retrieval Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Probing the Decision Boundaries of In-context Learning in Large Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Training for Stable Explanation for Free
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4922
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
OxonFair: A Flexible Toolkit for Algorithmic Fairness
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Marginal Causal Flows for Validation and Inference
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7306
Proving Theorems Recursively
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Learning diffusion at lightspeed
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Towards Human-AI Complementarity with Prediction Sets
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1102
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Unified Lexical Representation for Interpretable Visual-Language Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Infinite-Dimensional Feature Interaction
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Automated Multi-level Preference for MLLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4102
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Measuring Dejavu Memorization Efficiently
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
Automatic Outlier Rectification via Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
Physics-Informed Variational State-Space Gaussian Processes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3411
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
Aligning to Thousands of Preferences via System Message Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
[
Slides]
[
Poster]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
The Evolution of Statistical Induction Heads: In-Context Learning Markov Chains
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Refusal in Language Models Is Mediated by a Single Direction
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
Self-Distilled Depth Refinement with Noisy Poisson Fusion
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
Validating Climate Models with Spherical Convolutional Wasserstein Distance
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
Theoretical guarantees in KL for Diffusion Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Spiking Token Mixer: A event-driven friendly Former structure for spiking neural networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4908
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
Referring Human Pose and Mask Estimation In the Wild
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4921
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
IF-Font: Ideographic Description Sequence-Following Font Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4509
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
How Does Message Passing Improve Collaborative Filtering?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
A Recipe for Charge Density Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2110
VMamba: Visual State Space Model
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4801
Fairness without Harm: An Influence-Guided Active Sampling Approach
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Inversion-based Latent Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
A two-scale Complexity Measure for Deep Learning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
SpeechAlign: Aligning Speech Generation to Human Preferences
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
Déjà Vu Memorization in Vision–Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
Generative Hierarchical Materials Search
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Visual Perception by Large Language Model’s Weights
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
Piecewise deterministic generative models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Dual Critic Reinforcement Learning under Partial Observability
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
UniAR: A Unified model for predicting human Attention and Responses on visual content
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
SAM-Guided Masked Token Prediction for 3D Scene Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
RAGraph: A General Retrieval-Augmented Graph Learning Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
TAPTRv2: Attention-based Position Update Improves Tracking Any Point
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
ANT: Adaptive Noise Schedule for Time Series Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Fast Proxy Experiment Design for Causal Effect Identification
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
Understanding Transformer Reasoning Capabilities via Graph Algorithms
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3907
Flexible task abstractions emerge in linear networks with fast and bounded units
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Evaluating the design space of diffusion-based generative models
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
Improved Generation of Adversarial Examples Against Safety-aligned LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
ContextCite: Attributing Model Generation to Context
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
ROIDICE: Offline Return on Investment Maximization for Efficient Decision Making
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
LION: Linear Group RNN for 3D Object Detection in Point Clouds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Learnability Matters: Active Learning for Video Captioning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Learning symmetries via weight-sharing with doubly stochastic tensors
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Instance-adaptive Zero-shot Chain-of-Thought Prompting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Contextual Multinomial Logit Bandits with General Value Functions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Multi-language Diversity Benefits Autoformalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1009
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Quantum algorithm for large-scale market equilibrium computation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Optimal Multiclass U-Calibration Error and Beyond
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Replicability in Learning: Geometric Partitions and KKM-Sperner Lemma
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
On the cohesion and separability of average-link for hierarchical agglomerative clustering
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
Approximating mutual information of high-dimensional variables using learned representations
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4811
Blind Image Restoration via Fast Diffusion Inversion
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
DMesh: A Differentiable Mesh Representation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
QBB: Quantization with Binary Bases for LLMs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
Large language model validity via enhanced conformal prediction methods
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Perceptual Fairness in Image Restoration
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
Differentiable Quantum Computing for Large-scale Linear Control
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
Integrating Suboptimal Human Knowledge with Hierarchical Reinforcement Learning for Large-Scale Multiagent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Rethinking Decoders for Transformer-based Semantic Segmentation: Compression is All You Need
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
A Metalearned Neural Circuit for Nonparametric Bayesian Inference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
Leveraging partial stragglers within gradient coding
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
Addressing Bias in Online Selection with Limited Budget of Comparisons
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2902
Accuracy is Not All You Need
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
Consensus Learning with Deep Sets for Essential Matrix Estimation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Improved learning rates in multi-unit uniform price auctions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Ad Auctions for LLMs via Retrieval Augmented Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Learning Where to Edit Vision Transformers
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
Kernel-Based Function Approximation for Average Reward Reinforcement Learning: An Optimist No-Regret Algorithm
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Graph Learning for Numeric Planning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3102
Mixture of Link Predictors on Graphs
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
SPO: Sequential Monte Carlo Policy Optimisation
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Online Bayesian Persuasion Without a Clue
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Acoustic Volume Rendering for Neural Impulse Response Fields
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4800
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Mutli-Armed Bandits with Network Interference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4900
Navigating Chemical Space with Latent Flows
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4901
Unified Covariate Adjustment for Causal Inference
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
No-Regret Bandit Exploration based on Soft Tree Ensemble Model
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
On the Comparison between Multi-modal and Single-modal Contrastive Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Multi-model Ensemble Conformal Prediction in Dynamic Environments
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
Probabilistic size-and-shape functional mixed models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Verified Safe Reinforcement Learning for Neural Network Dynamic Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4904
Bayesian Identification of the Hamiltonian Inductive Bias in Dynamical Systems
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
Fair Secretaries with Unfair Predictions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
GFlowNet Assisted Biological Sequence Editing
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4906
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4907
Rethinking Optimal Transport in Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
Linear Regression using Heterogeneous Data Batches
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
To Believe or Not to Believe Your LLM: IterativePrompting for Estimating Epistemic Uncertainty
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
Diffusion-Reward Adversarial Imitation Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Rethinking the Capacity of Graph Neural Networks for Branching Strategy
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Chain of Thoughtlessness? An Analysis of CoT in Planning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
The Star Geometry of Critic-Based Regularizer Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Practical Shuffle Coding
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
Neglected Hessian component explains mysteries in sharpness regularization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
Online Relational Inference for Evolving Multi-agent Interacting Systems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7210
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7309
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
High Rank Path Development: an approach to learning the filtration of stochastic processes
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
[
OpenReview]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
Human Expertise in Algorithmic Prediction
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Generative Modeling of Molecular Dynamics Trajectories
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4911
Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Linear Transformers are Versatile In-Context Learners
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Implicit Curriculum in Procgen Made Explicit
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
An Equivalence Between Static and Dynamic Regret Minimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
Classification Diffusion Models: Revitalizing Density Ratio Estimation
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
Automatically Learning Hybrid Digital Twins of Dynamical Systems
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Learning from Snapshots of Discrete and Continuous Data Streams
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
Great Minds Think Alike: The Universal Convergence Trend of Input Salience
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
Any2Policy: Learning Visuomotor Policy with Any-Modality
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Inference of Neural Dynamics Using Switching Recurrent Neural Networks
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
Provable Benefits of Complex Parameterizations for Structured State Space Models
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1103
GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Reproducibility study of “LICO: Explainable Models with Language-Image Consistency"
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7208
One-Step Diffusion Distillation through Score Implicit Matching
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
Rethinking LLM Memorization through the Lens of Adversarial Compression
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
[
Poster]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3600
A Practitioner's Guide to Real-World Continual Multimodal Pretraining
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
$\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
WildPPG: A Real-World PPG Dataset of Long Continuous Recordings
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
Comprehensive Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for the Polish Language
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5208
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5408
Reproducibility study of FairAC
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
DiTFastAttn: Attention Compression for Diffusion Transformer Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
SustainDC: Benchmarking for Sustainable Data Center Control
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
A Simulation Benchmark for Autonomous Racing with Large-Scale Human Data
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
[
Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7307
Simplified and Generalized Masked Diffusion for Discrete Data
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
Symbolic Regression with a Learned Concept Library
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Neural Residual Diffusion Models for Deep Scalable Vision Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
A Simple and Optimal Approach for Universal Online Learning with Gradient Variations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
RedPajama: an Open Dataset for Training Large Language Models
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset
[
Slides]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5200
SHDocs: A dataset, benchmark, and method to efficiently generate high-quality, real-world specular highlight data with near-perfect alignment
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5104
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
[
Slides]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
[
Poster]
Poster Session
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C None
Poster Session 1 East
Creative AI
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Ballroom C None
Creative AI Session 3
Poster Session
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D None
Poster Session 1 West
Expo Talk Panel
Wed Dec 11 12:00 PM -- 01:00 PM (PST) @ West Meeting Room 211-214 None
Overcoming bottlenecks in AI development with flexible GPU cloud solutions
Break
Wed Dec 11 01:00 PM -- 02:30 PM (PST) None
Lunch Break
Expo Talk Panel
Wed Dec 11 01:00 PM -- 02:00 PM (PST) @ West Exhibition Hall C + B3 None
Industrial Applications of Distributional Preference Alignment of LLMs via Optimal Transport
Expo Talk Panel
Wed Dec 11 01:00 PM -- 02:00 PM (PST) @ West Meeting Room 109 110 None
Deep tabular data
Expo Workshop
Wed Dec 11 01:00 PM -- 02:30 PM (PST) @ Ballroom A +B None
Post-training LLMs: From Algorithms to Training Infrastructures
Expo Workshop
Wed Dec 11 01:00 PM -- 02:30 PM (PST) @ West Meeting Room 301 None
Streamlining Computer Vision Data Annotation with Segment Anything 2.1
Expo Workshop
Wed Dec 11 01:00 PM -- 02:30 PM (PST) @ East Meeting Level 1, 1 + 2 + 3 None
AI for Enhanced Spacecraft Orientation
Expo Workshop
Wed Dec 11 01:00 PM -- 02:30 PM (PST) @ West 211 - 214 None
Open-Sora: Democratizing Efficient Video Production for All
Invited Talk
Wed Dec 11 02:30 PM -- 03:30 PM (PST) None
From Seeing to Doing: Ascending the Ladder of Visual Intelligence
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ East Meeting Room 1-3 None
RL-GPT: Integrating Reinforcement Learning and Code-as-policy
[
OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ West Meeting Room 211-214 None
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design
[
OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ East Ballroom A, B None
Enhancing Preference-based Linear Bandits via Human Response Time
[
OpenReview]
Oral
Wed Dec 11 03:30 PM -- 03:50 PM (PST) @ West Exhibition Hall C, B3 None
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
[
OpenReview]
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Oral Session 2D: Generative Models
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 301 None
Overflow for Oral Session 2B: Reinforcement Learning
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Oral Session 2B: Reinforcement Learning
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ West Meeting Room 109, 110 None
Overflow for Oral Session 2C: Reinforcement Learning
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ East Ballroom A, B None
Oral Session 2A: Agents
Oral
Wed Dec 11 03:30 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
Oral Session 2C: Reinforcement Learning
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ East Meeting Room 1-3 None
Statistical Efficiency of Distributional Temporal Difference Learning
[
OpenReview]
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ West Meeting Room 211-214 None
The Sample-Communication Complexity Trade-off in Federated Q-Learning
[
OpenReview]
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ East Ballroom A, B None
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
Oral
Wed Dec 11 03:50 PM -- 04:10 PM (PST) @ West Exhibition Hall C, B3 None
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
[
OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ East Ballroom A, B None
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ West Meeting Room 211-214 None
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
[
OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ West Exhibition Hall C, B3 None
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
[
OpenReview]
Oral
Wed Dec 11 04:10 PM -- 04:30 PM (PST) @ East Meeting Room 1-3 None
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
[
OpenReview]
Break
Wed Dec 11 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Expo Talk
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ East Meeting Rooms 11 + 12 None
Logarithmic Math in accurate and efficient AI inference accelerators
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ West Exhibition Hall C + B3 None
Mastering Distributed Training: Best Practices for Scalable Model Training
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ East Ballroom A, B None
MegaBeam-Mistral-7B: Advancing Long-Context Processing for Real-World AI Applications
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ West 211 - 214 None
Learnings From Teams Training Large-Scale Models: Challenges and Solutions for Monitoring at Hyperscale
Expo Talk
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ West Meeting Room 301 None
EUREKA: Evaluating and Understanding Large Foundation Models
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ East Meeting Rooms 1 - 3 None
Empirical Rigor at Scale – or, How Not to Fool Yourself
Expo Talk Panel
Wed Dec 11 04:30 PM -- 05:30 PM (PST) @ West 109 + 110 None
Can AI Save Us From Ourselves? Generative AI and Content Moderation
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4408
WaterMax: breaking the LLM watermark detectability-robustness-quality trade-off
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4900
Segment Anything without Supervision
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5801
An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1008
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1608
Aligning Diffusion Models by Optimizing Human Utility
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1901
Data Distribution Valuation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6703
Maximizing utility in multi-agent environments by anticipating the behavior of other learners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7307
Generalized Eigenvalue Problems with Generative Priors
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1009
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2708
Conditioning non-linear and infinite-dimensional diffusion processes
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2410
Towards a theory of how the structure of language is acquired by deep neural networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3705
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1104
Reactzyme: A Benchmark for Enzyme-Reaction Prediction
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2409
Non-asymptotic Convergence of Training Transformers for Next-token Prediction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3102
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7003
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2408
Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6809
Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2510
Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7107
Matching the Statistical Query Lower Bound for $k$-Sparse Parity Problems with Sign Stochastic Gradient Descent
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3606
Soft Tensor Product Representations for Fully Continuous, Compositional Visual Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6204
Exactly Minimax-Optimal Locally Differentially Private Sampling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5105
Causal discovery with endogenous context variables
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4307
Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2502
Mixture of Nested Experts: Adaptive Processing of Visual Tokens
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5508
Reproducibility study of "Robust Fair Clustering: A Novel Fairness Attack and Defense Framework"
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4609
FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3101
ProG: A Graph Prompt Learning Benchmark
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6309
On Differentially Private U Statistics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5602
On the Computational Landscape of Replicable Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4100
DiffusionPDE: Generative PDE-Solving under Partial Observation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2407
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1701
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3801
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1107
MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6606
In-Trajectory Inverse Reinforcement Learning: Learn Incrementally From An Ongoing Trajectory
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3501
FLAME : Factuality-Aware Alignment for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1506
Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1505
ResAD: A Simple Framework for Class Generalizable Anomaly Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4931
Fairness and Efficiency in Online Class Matching
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5902
Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4306
PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6010
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2210
Improving Equivariant Model Training via Constraint Relaxation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6806
Policy Aggregation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3106
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4502
Selective Generation for Controllable Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6102
Stepping Forward on the Last Mile
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6402
Multi-turn Reinforcement Learning with Preference Human Feedback
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6310
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6510
Learning to Cooperate with Humans using Generative Agents
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2006
On the Use of Anchoring for Training Vision Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1601
How Control Information Influences Multilingual Text Image Generation and Editing?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4006
Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6110
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
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Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6704
IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6907
Corruption-Robust Linear Bandits: Minimax Optimality and Gap-Dependent Misspecification
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3702
KFNN: K-Free Nearest Neighbor For Crowdsourcing
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6908
Reinforcement Learning with Lookahead Information
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4010
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1711
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7304
Stochastic Optimal Control Matching
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5500
SureMap: Simultaneous mean estimation for single-task and multi-task disaggregated evaluation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6405
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6304
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5211
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1210
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2209
Learning Structured Representations with Hyperbolic Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4511
Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7306
Low Precision Local Training is Enough for Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3400
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4510
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7001
The Space Complexity of Approximating Logistic Loss
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1907
CSPG: Crossing Sparse Proximity Graphs for Approximate Nearest Neighbor Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3701
CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3001
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3605
DOFEN: Deep Oblivious Forest ENsemble
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6302
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3600
EMR-Merging: Tuning-Free High-Performance Model Merging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2101
Order-Independence Without Fine Tuning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5700
Derandomizing Multi-Distribution Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1700
AirSketch: Generative Motion to Sketch
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6210
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference
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Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4011
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3807
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2804
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4200
DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2601
SCube: Instant Large-Scale Scene Reconstruction using VoxSplats
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4205
DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization
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Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3809
CigTime: Corrective Instruction Generation Through Inverse Motion Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4922
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1604
In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6303
Off-Policy Selection for Initiating Human-Centric Experimental Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2508
Toward Efficient Inference for Mixture of Experts
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5701
Online Estimation via Offline Estimation: An Information-Theoretic Framework
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2900
Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4924
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6107
Decision-Focused Learning with Directional Gradients
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3204
UniGAD: Unifying Multi-level Graph Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6108
Localized Adaptive Risk Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2008
Efficient Leverage Score Sampling for Tensor Train Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3305
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4611
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4610
Task Me Anything
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5309
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5707
Entropy testing and its application to testing Bayesian networks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1801
Streaming Long Video Understanding with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2704
Generative Modelling of Structurally Constrained Graphs
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2800
MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1503
DeBaRA: Denoising-Based 3D Room Arrangement Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2801
EM Distillation for One-step Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6604
Learning World Models for Unconstrained Goal Navigation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1511
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4407
Exploiting LLM Quantization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1100
On Softmax Direct Preference Optimization for Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3409
Symmetry Discovery Beyond Affine Transformations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3901
Learning Place Cell Representations and Context-Dependent Remapping
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7308
Entity Alignment with Noisy Annotations from Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1408
Reconstruction of Manipulated Garment with Guided Deformation Prior
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3411
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3500
Enhancing LLM’s Cognition via Structurization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1904
$\texttt{dattri}$: A Library for Efficient Data Attribution
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7309
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1905
Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4911
End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5501
Fairness-Aware Estimation of Graphical Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3504
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4501
Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6007
Learning to Solve Quadratic Unconstrained Binary Optimization in a Classification Way
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7010
Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2207
Relational Verification Leaps Forward with RABBit
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4700
Amortized Active Causal Induction with Deep Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3802
Classifier-guided Gradient Modulation for Enhanced Multimodal Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3509
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6610
Boosted Conformal Prediction Intervals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3507
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2602
GAVEL: Generating Games via Evolution and Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3803
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3804
Membership Inference Attacks against Large Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1903
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4711
Achieving Tractable Minimax Optimal Regret in Average Reward MDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2903
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1708
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6810
MetaCURL: Non-stationary Concave Utility Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5610
Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2211
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4000
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4509
SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1810
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4508
Learning the Latent Causal Structure for Modeling Label Noise
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4507
Few-Shot Adversarial Prompt Learning on Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2010
Amortized Eigendecomposition for Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5302
SubjECTive-QA: A dataset for the subjective evaluation of answers in Earnings Call Transcripts (ECTs)
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5907
Why Warmup the Learning Rate? Underlying Mechanisms and Improvements
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1809
Boosting Text-to-Video Generative Model with MLLMs Feedback
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6503
SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5109
Natural Counterfactuals With Necessary Backtracking
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5106
Do causal predictors generalize better to new domains?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5306
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7007
Adaptable Logical Control for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5401
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4105
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3609
The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4007
Towards Universal Mesh Movement Networks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3401
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2111
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3611
The Selective $G$-Bispectrum and its Inversion: Applications to $G$-Invariant Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4910
PaCE: Parsimonious Concept Engineering for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2411
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1400
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2906
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4109
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6306
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4405
Rejection via Learning Density Ratios
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1211
Multi-Scale Representation Learning for Protein Fitness Prediction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5702
Solving Sparse \& High-Dimensional-Output Regression via Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3008
DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4602
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3905
Structured flexibility in recurrent neural networks via neuromodulation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5904
Nesterov acceleration despite very noisy gradients
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5703
Metric Transforms and Low Rank Representations of Kernels for Fast Attention
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4506
Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3904
Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3808
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4505
RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4908
Sequential Harmful Shift Detection Without Labels
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3205
A Canonicalization Perspective on Invariant and Equivariant Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1401
Efficient Temporal Action Segmentation via Boundary-aware Query Voting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4504
LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4104
Small coresets via negative dependence: DPPs, linear statistics, and concentration
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2803
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4503
Certified Adversarial Robustness via Randomized $\alpha$-Smoothing for Regression Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2304
Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression
[
JMLR]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7206
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1200
Event-3DGS: Event-based 3D Reconstruction Using 3D Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1811
Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2910
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4411
AHA: Human-Assisted Out-of-Distribution Generalization and Detection
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6807
A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2105
Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4907
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4906
Induced Model Matching: Restricted Models Help Train Full-Featured Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3201
Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2303
Your contrastive learning problem is secretly a distribution alignment problem
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6404
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6904
Off-policy estimation with adaptively collected data: the power of online learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6403
Federated Ensemble-Directed Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7009
Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6504
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3403
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3601
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6106
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5911
Piecewise-Stationary Bandits with Knapsacks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4904
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4808
Reproducibility of predictive networks for mouse visual cortex
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6200
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6803
Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3206
DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3800
Can Transformers Smell Like Humans?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5601
DLAD: Improving Logits-based Detector without Logits from Black-box LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2404
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5704
The Price of Implicit Bias in Adversarially Robust Generalization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6609
Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3510
SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6408
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6705
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4004
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1403
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4311
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7004
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2604
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3810
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6605
Speculative Monte-Carlo Tree Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5901
Multidimensional Fractional Programming for Normalized Cuts
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1404
Rethinking Imbalance in Image Super-Resolution for Efficient Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4202
Unlocking the Potential of Global Human Expertise
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4108
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4807
LoRA-GA: Low-Rank Adaptation with Gradient Approximation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6901
Adaptive Experimentation When You Can't Experiment
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2811
Diffusing Differentiable Representations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4704
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2605
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4805
Personalized Federated Learning via Feature Distribution Adaptation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2806
Understanding Hallucinations in Diffusion Models through Mode Interpolation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2302
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6104
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2301
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4608
Learning-Augmented Algorithms with Explicit Predictors
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2700
Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4107
Generating Origin-Destination Matrices in Neural Spatial Interaction Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3207
SpeAr: A Spectral Approach for Zero-Shot Node Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3200
[Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6708
Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2205
Predicting the Performance of Foundation Models via Agreement-on-the-Line
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3209
Continuous Product Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2109
Learning Structure-Aware Representations of Dependent Types
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5402
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2204
Robust Graph Neural Networks via Unbiased Aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5905
SkipPredict: When to Invest in Predictions for Scheduling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3300
shapiq: Shapley Interactions for Machine Learning
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4903
Approximately Equivariant Neural Processes
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5705
Semi-Supervised Sparse Gaussian Classification: Provable Benefits of Unlabeled Data
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2909
Molecule Design by Latent Prompt Transformer
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5509
Reproducibility Study of "Robust Fair Clustering: A Novel Fairness Attack and Defense Framework"
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4103
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2001
Unraveling the Gradient Descent Dynamics of Transformers
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6608
Multi-Reward Best Policy Identification
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6607
Focus On What Matters: Separated Models For Visual-Based RL Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3700
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7203
Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1802
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1001
SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2401
Implicit Bias of Mirror Flow on Separable Data
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1900
Video Token Merging for Long Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2805
On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7201
Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6401
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7200
OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6710
Optimal Design for Human Preference Elicitation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6208
Nearly Tight Black-Box Auditing of Differentially Private Machine Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7305
Unified Generative and Discriminative Training for Multi-modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5301
SLICE-100K: A Multimodal Dataset for Extrusion-based 3D Printing
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1709
SlimSAM: 0.1% Data Makes Segment Anything Slim
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3002
Calibrating Reasoning in Language Models with Internal Consistency
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4921
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1600
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2000
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1407
VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1702
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4902
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5708
4+3 Phases of Compute-Optimal Neural Scaling Laws
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6802
Mechanism design augmented with output advice
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6410
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5000
Causal Bandits for Linear Structural Equation Models
[
JMLR]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4106
Block Sparse Bayesian Learning: A Diversified Scheme
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2807
Video Diffusion Models are Training-free Motion Interpreter and Controller
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1605
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4800
Truthful High Dimensional Sparse Linear Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6003
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2206
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1010
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1602
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6105
Stopping Bayesian Optimization with Probabilistic Regret Bounds
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4930
Structural Inference of Dynamical Systems with Conjoined State Space Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6005
Collaboration! Towards Robust Neural Methods for Routing Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1409
GenRec: Unifying Video Generation and Recognition with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2802
Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4206
Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7210
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4500
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7101
Transformers Represent Belief State Geometry in their Residual Stream
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6305
Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2808
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1804
From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6109
Conformal Inverse Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6002
BitDelta: Your Fine-Tune May Only Be Worth One Bit
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4110
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1510
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1509
Continual Learning in the Frequency Domain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5510
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7208
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3805
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2405
Can neural operators always be continuously discretized?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1000
P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4803
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2007
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7000
Learning-Augmented Approximation Algorithms for Maximum Cut and Related Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2810
Gradient Guidance for Diffusion Models: An Optimization Perspective
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4804
Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4806
Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6209
Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7102
Spiking Transformer with Experts Mixture
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2603
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4102
Estimating Epistemic and Aleatoric Uncertainty with a Single Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4304
Exploiting Representation Curvature for Boundary Detection in Time Series
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3311
Interpretable Concept-Based Memory Reasoning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4909
Large Language Models Play StarCraft II:Benchmarks and A Chain of Summarization Approach
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2110
Neural Isometries: Taming Transformations for Equivariant ML
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6409
Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6006
Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4308
Evaluating Copyright Takedown Methods for Language Models
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5906
From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5001
Causal-learn: Causal Discovery in Python
[
JMLR]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1603
Constant Acceleration Flow
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6910
Balancing Context Length and Mixing Times for Reinforcement Learning at Scale
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7204
On Weak Regret Analysis for Dueling Bandits
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5307
ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6008
Loss Landscape Characterization of Neural Networks without Over-Parametrization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2003
Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5506
Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2505
NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3210
A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7205
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2905
In-Context Learning State Vector with Inner and Momentum Optimization
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1405
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2100
Graph Convolutions Enrich the Self-Attention in Transformers!
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3508
REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2004
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3607
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5910
Bandits with Abstention under Expert Advice
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2507
MatFormer: Nested Transformer for Elastic Inference
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6909
Statistical Efficiency of Distributional Temporal Difference Learning
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4809
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5600
Fairness-Aware Meta-Learning via Nash Bargaining
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3208
Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3402
LoFiT: Localized Fine-tuning on LLM Representations
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5502
Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2904
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5709
Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4802
Provably Efficient Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7202
Improving Generalization and Convergence by Enhancing Implicit Regularization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5200
Through the Looking-Glass: Tracing Shifts in AI Data Consent across the Web
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5710
Robust Mixture Learning when Outliers Overwhelm Small Groups
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3911
Biologically-Inspired Learning Model for Instructed Vision
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4810
Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3505
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1402
Generalizable and Animatable Gaussian Head Avatar
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4811
One-Step Effective Diffusion Network for Real-World Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1406
Splatter a Video: Video Gaussian Representation for Versatile Processing
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1411
Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3608
Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2504
Layer-Adaptive State Pruning for Deep State Space Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4303
Frequency Adaptive Normalization For Non-stationary Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3004
Can Graph Learning Improve Planning in LLM-based Agents?
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3909
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5201
ActionAtlas: A VideoQA Benchmark for Fine-grained Action Recognition
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6001
CoBo: Collaborative Learning via Bilevel Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1800
Extending Video Masked Autoencoders to 128 frames
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2606
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5900
FUGAL: Feature-fortified Unrestricted Graph Alignment
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3709
FlexCap: Describe Anything in Images in Controllable Detail
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4305
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4401
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1710
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4901
Enhancing Preference-based Linear Bandits via Human Response Time
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1504
Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4402
Typicalness-Aware Learning for Failure Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2711
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6706
Cloud Object Detector Adaptation by Integrating Different Source Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2009
Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3009
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4801
Normalization and effective learning rates in reinforcement learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2506
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5107
Sample Efficient Bayesian Learning of Causal Graphs from Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3811
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1003
CoSW: Conditional Sample Weighting for Smoke Segmentation with Label Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6506
Parallelizing Model-based Reinforcement Learning Over the Sequence Length
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3908
The motion planning neural circuit in goal-directed navigation as Lie group operator search
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2406
Provable Tempered Overfitting of Minimal Nets and Typical Nets
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1004
LLMDFA: Analyzing Dataflow in Code with Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1508
Generate Universal Adversarial Perturbations for Few-Shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4207
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6307
Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2300
Cross-video Identity Correlating for Person Re-identification Pre-training
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3309
Iteration Head: A Mechanistic Study of Chain-of-Thought
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6308
An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1410
MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1110
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1310
MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5609
Near-Optimality of Contrastive Divergence Algorithms
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5810
Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1500
Latent Intrinsics Emerge from Training to Relight
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5608
On the Complexity of Learning Sparse Functions with Statistical and Gradient Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6612
Adaptive Sampling for Efficient Softmax Approximation
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6205
LLM Dataset Inference: Did you train on my dataset?
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6004
Fundamental Convergence Analysis of Sharpness-Aware Minimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2809
Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3910
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6507
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6505
Belief-State Query Policies for User-Aligned Planning under Partial Observability
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5206
The Multimodal Universe: Enabling Large-Scale Machine Learning with 70TBs of Astronomical Scientific Data
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2908
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4905
3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1002
LLaMo: Large Language Model-based Molecular Graph Assistant
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5809
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7103
MILP-StuDio: MILP Instance Generation via Block Structure Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6603
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4607
DiffuserLite: Towards Real-time Diffusion Planning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4208
QueST: Self-Supervised Skill Abstractions for Learning Continuous Control
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3211
HGDL: Heterogeneous Graph Label Distribution Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4400
Uncovering Safety Risks of Large Language Models through Concept Activation Vector
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4708
ST$_k$: A Scalable Module for Solving Top-k Problems
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1902
CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3308
Parallel Backpropagation for Shared-Feature Visualization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5108
Ordering-Based Causal Discovery for Linear and Nonlinear Relations
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1308
Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2208
Catastrophic Goodhart: regularizing RLHF with KL divergence does not mitigate heavy-tailed reward misspecification
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1606
HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4707
A Local Method for Satisfying Interventional Fairness with Partially Known Causal Graphs
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1805
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3506
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1307
WildGaussians: 3D Gaussian Splatting In the Wild
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2102
Robustly overfitting latents for flexible neural image compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7104
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6207
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3410
Algorithmic Capabilities of Random Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5210
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1707
Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5203
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6707
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2709
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6206
Differential Privacy in Scalable General Kernel Learning via $K$-means Nystr{\"o}m Random Features
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6406
Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5808
Online Composite Optimization Between Stochastic and Adversarial Environments
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1311
PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5110
Marrying Causal Representation Learning with Dynamical Systems for Science
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4203
Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5305
NovoBench: Benchmarking Deep Learning-based \emph{De Novo} Sequencing Methods in Proteomics
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1607
Conditional Controllable Image Fusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1806
VideoTetris: Towards Compositional Text-to-Video Generation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5009
Identifiability Guarantees for Causal Disentanglement from Purely Observational Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2005
Demystify Mamba in Vision: A Linear Attention Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3310
Coarse-to-Fine Concept Bottleneck Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3111
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3511
Gradients of Functions of Large Matrices
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6602
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5908
An Improved Empirical Fisher Approximation for Natural Gradient Descent
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3711
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2710
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4008
Physics-Constrained Comprehensive Optical Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3710
Facilitating Multimodal Classification via Dynamically Learning Modality Gap
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5008
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1109
Association Pattern-aware Fusion for Biological Entity Relationship Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5304
Evaluating Numerical Reasoning in Text-to-Image Models
[
Slides]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5303
DECO-Bench: Unified Benchmark for Decoupled Task-Agnostic Synthetic Data Release
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4709
Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2200
LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3010
ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1911
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2107
Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3907
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5300
RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5403
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1309
LoD-Loc: Aerial Visual Localization using LoD 3D Map with Neural Wireframe Alignment
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1005
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5404
Nuclear Fusion Diamond Polishing Dataset
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4403
On scalable oversight with weak LLMs judging strong LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5807
Online Control with Adversarial Disturbance for Continuous-time Linear Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1807
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4406
What Makes Partial-Label Learning Algorithms Effective?
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3806
Towards Robust Multimodal Sentiment Analysis with Incomplete Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3602
Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3906
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3306
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1306
Parameter-Inverted Image Pyramid Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3603
On the Stability and Generalization of Meta-Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1609
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5800
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2902
Towards Global Optimal Visual In-Context Learning Prompt Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2011
SlimGPT: Layer-wise Structured Pruning for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3307
A Concept-Based Explainability Framework for Large Multimodal Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6009
A Globally Optimal Portfolio for m-Sparse Sharpe Ratio Maximization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4706
ARC: A Generalist Graph Anomaly Detector with In-Context Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6801
Putting Gale & Shapley to Work: Guaranteeing Stability Through Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6508
DiffPhyCon: A Generative Approach to Control Complex Physical Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1305
TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3108
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3202
Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3110
Probabilistic Graph Rewiring via Virtual Nodes
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5806
Communication Bounds for the Distributed Experts Problem
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3203
Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4409
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2002
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6601
RL-GPT: Integrating Reinforcement Learning and Code-as-policy
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2901
LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7207
DiffPO: A causal diffusion model for learning distributions of potential outcomes
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6611
Initializing Services in Interactive ML Systems for Diverse Users
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3107
Schur Nets: exploiting local structure for equivariance in higher order graph neural networks
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5007
Proximal Causal Inference With Text Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6300
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1304
TopoFR: A Closer Look at Topology Alignment on Face Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6805
Dueling over Dessert, Mastering the Art of Repeated Cake Cutting
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2607
SpaceByte: Towards Deleting Tokenization from Large Language Modeling
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3404
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7105
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2311
The Implicit Bias of Gradient Descent on Separable Multiclass Data
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4209
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1302
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Control and Rendering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5006
Causal Temporal Representation Learning with Nonstationary Sparse Transition
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7209
Self-playing Adversarial Language Game Enhances LLM Reasoning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1803
ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1706
Federated Black-Box Adaptation for Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3006
How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2106
Transferring disentangled representations: bridging the gap between synthetic and real images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6502
Policy Mirror Descent with Lookahead
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2608
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3005
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5407
RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1301
CLIP in Mirror: Disentangling text from visual images through reflection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1300
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4001
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4302
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4705
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2707
Consistency Diffusion Bridge Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3405
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4925
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1502
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7106
Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5903
Semidefinite Relaxations of the Gromov-Wasserstein Distance
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2907
Base of RoPE Bounds Context Length
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4410
Kernel PCA for Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1201
Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4301
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2501
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1202
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1203
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5804
Online Non-convex Learning in Dynamic Environments
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3903
Divergences between Language Models and Human Brains
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6800
Is Knowledge Power? On the (Im)possibility of Learning from Strategic Interactions
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5408
SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset
[
Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2403
Super Consistency of Neural Network Landscapes and Learning Rate Transfer
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2609
GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5004
Intervention and Conditioning in Causal Bayesian Networks
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6301
Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7109
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7110
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization
[
Slides]
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7108
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2500
Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6407
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4923
The Impact of Initialization on LoRA Finetuning Dynamics
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6103
Approximation-Aware Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3003
Learning to Reason via Program Generation, Emulation, and Search
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6509
Reward Machines for Deep RL in Noisy and Uncertain Environments
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1910
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1507
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2600
Dynamic Conditional Optimal Transport through Simulation-Free Flows
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4703
Fully Unconstrained Online Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1204
InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6700
Contracting with a Learning Agent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5706
Credit Attribution and Stable Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2705
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2706
Divide-and-Conquer Posterior Sampling for Denoising Diffusion priors
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1909
A robust inlier identification algorithm for point cloud registration via $\mathbf{\ell_0}$-minimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5805
Sample Complexity of Posted Pricing for a Single Item
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4702
End-to-end Learnable Clustering for Intent Learning in Recommendation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5605
Oracle-Efficient Differentially Private Learning with Public Data
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4300
Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6011
Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3604
Model Sensitivity Aware Continual Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1705
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1111
GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2203
Achieving Domain-Independent Certified Robustness via Knowledge Continuity
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1908
Improving Neural ODE Training with Temporal Adaptive Batch Normalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5503
Proportional Fairness in Non-Centroid Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6012
Adam with model exponential moving average is effective for nonconvex optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3407
Block Transformer: Global-to-Local Language Modeling for Fast Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4309
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1501
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2402
Average gradient outer product as a mechanism for deep neural collapse
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3610
Learning to Embed Distributions via Maximum Kernel Entropy
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3304
Testing Semantic Importance via Betting
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3303
Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5409
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1106
Score-based 3D molecule generation with neural fields
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3100
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2309
Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6600
Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6709
Batched Energy-Entropy acquisition for Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2509
Taming the Long Tail in Human Mobility Prediction
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3406
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3302
Vision Mamba Mender
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5406
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2610
Prediction-Powered Ranking of Large Language Models
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5005
DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6201
Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3900
Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6906
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
[
Slides]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2310
Masked Hard-Attention Transformers Recognize Exactly the Star-Free Languages
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6100
Differentially Private Optimization with Sparse Gradients
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6500
A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6701
Efficiency of the First-Price Auction in the Autobidding World
[
OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5102
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4710
Aligning Audio-Visual Joint Representations with an Agentic Workflow
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6900
Nearly Optimal Approximation of Matrix Functions by the Lanczos Method
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6101
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2108
A Gradient Accumulation Method for Dense Retriever under Memory Constraint
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5606
Distribution Learning with Valid Outputs Beyond the Worst-Case
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3109
Semantic Routing via Autoregressive Modeling
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4003
SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4603
The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6903
Generalized Fast Exact Conformalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4005
Identifying Spatio-Temporal Drivers of Extreme Events
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4101
Fearless Stochasticity in Expectation Propagation
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1208
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4201
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7005
B-ary Tree Push-Pull Method is Provably Efficient for Distributed Learning on Heterogeneous Data
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3502
Enhancing Large Language Models through Adaptive Tokenizers
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5400
Norms for Managing Datasets: A Systematic Review of NeurIPS Datasets
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Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4604
Expressive Gaussian Human Avatars from Monocular RGB Video
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1703
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6702
Aggregating Quantitative Relative Judgments: From Social Choice to Ranking Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1303
ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6501
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2511
SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4404
Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2702
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4606
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6902
Learning from Noisy Labels via Conditional Distributionally Robust Optimization
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1103
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
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Poster]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4310
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2305
Reparameterization invariance in approximate Bayesian inference
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5507
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3011
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5204
PUZZLES: A Benchmark for Neural Algorithmic Reasoning
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1207
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3902
A Unifying Normative Framework of Decision Confidence
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7006
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5909
The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1206
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1108
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4204
Can Large Language Model Agents Simulate Human Trust Behavior?
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1906
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling
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Slides]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3708
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3104
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5505
Fair and Welfare-Efficient Constrained Multi-Matchings under Uncertainty
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OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1808
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5604
Provable Benefit of Cutout and CutMix for Feature Learning
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Slides]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3105
Improving Neural Network Surface Processing with Principal Curvatures
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4210
BricksRL: A Platform for Democratizing Robotics and Reinforcement Learning Research and Education with LEGO
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2611
Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1105
ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5104
Causal Discovery from Event Sequences by Local Cause-Effect Attribution
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4009
Controlled maximal variability along with reliable performance in recurrent neural networks
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3707
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities
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Slides]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5803
Saliency-driven Experience Replay for Continual Learning
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Slides]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2703
ReplaceAnything3D: Text-Guided Object Replacement in 3D Scenes with Compositional Scene Representations
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5003
Higher-Order Causal Message Passing for Experimentation with Complex Interference
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2104
Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2201
Self-supervised Transformation Learning for Equivariant Representations
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Slides]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1006
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3503
Decoding-Time Language Model Alignment with Multiple Objectives
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3301
Training Data Attribution via Approximate Unrolling
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4211
OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6000
Revisiting Ensembling in One-Shot Federated Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6905
Progressive Entropic Optimal Transport Solvers
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Slides]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2503
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1611
Codec Avatar Studio: Paired Human Captures for Complete, Driveable, and Generalizable Avatars
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5504
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2202
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4605
Fast Best-of-N Decoding via Speculative Rejection
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4701
A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1209
Subsurface Scattering for Gaussian Splatting
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5603
Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance?
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6400
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1205
Is Your LiDAR Placement Optimized for 3D Scene Understanding?
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6203
DataStealing: Steal Data from Diffusion Models in Federated Learning with Multiple Trojans
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3007
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6202
Sample-Efficient Private Learning of Mixtures of Gaussians
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5002
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2701
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3103
TFGDA: Exploring Topology and Feature Alignment in Semi-supervised Graph Domain Adaptation through Robust Clustering
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4111
Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2308
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4600
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models
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OpenReview]
Oral Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7008
The Sample-Communication Complexity Trade-off in Federated Q-Learning
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5802
Robust Neural Contextual Bandit against Adversarial Corruptions
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6808
Improved Regret of Linear Ensemble Sampling
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4601
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2911
Risk-Averse Fine-tuning of Large Language Models
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2307
Separations in the Representational Capabilities of Transformers and Recurrent Architectures
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #7100
Model Collapse Demystified: The Case of Regression
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4920
A Theoretical Perspective for Speculative Decoding Algorithm
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2400
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #3706
SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1101
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5205
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2103
Asynchronous Perception Machine for Efficient Test Time Training
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #2306
Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1007
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5607
Realizable $H$-Consistent and Bayes-Consistent Loss Functions for Learning to Defer
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5207
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #4002
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1704
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation
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Poster]
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OpenReview]
Spotlight Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #6804
Polynomial-Time Computation of Exact $\Phi$-Equilibria in Polyhedral Games
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C #1610
Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
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Poster]
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OpenReview]
Poster
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D #5208
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking
Poster Session
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ West Ballroom A-D None
Poster Session 2 West
Poster Session
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Exhibit Hall A-C None
Poster Session 2 East
Creative AI
Wed Dec 11 04:30 PM -- 07:30 PM (PST) @ East Ballroom C None
Creative AI Session 4