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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
Exhibit Sponsor Hall
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Exhibition Hall A None
Exhibit Sponsor Hall
AI Hangout Room
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 17 None
Quiet Streaming Hangout
Quiet Streaming Hangout
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 118-120 None
Quiet Streaming Hangout
Quiet Streaming Hangout
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 217-219 None
Quiet Streaming Hangout
AI Hangout Room
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 13 None
Quiet Streaming Hangout
AI Hangout Room
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Meeting Room 121, 122 None
Quiet Streaming Hangout
AI Hangout Room
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ West Lobby Foyer (Level 2) None
Streaming Hangout
Streaming Hangout
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ East Lobby Foyer None
Streaming Hangout
Quiet Streaming Hangout
Wed Dec 11 09:00 AM -- 05:00 PM (PST) @ East Meeting Room 14 None
Quiet Streaming Hangout
Break
Wed Dec 11 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Affinity Event
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) @ 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 -- 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 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) @ West Exhibition Hall C, B3 None
Human Expertise in Algorithmic Prediction
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OpenReview]
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 Exhibition Hall C, B3 None
Oral Session 1B: Human-AI Interaction
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 301 None
Overflow for 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 10:20 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 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) @ 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 Ballroom A, B None
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
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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) @ 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 Meeting Room 211-214 None
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 #2008
Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation
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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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OpenReview]
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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
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
Neural Model Checking
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OpenReview]
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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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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
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OpenReview]
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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
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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
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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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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
Transformer Doctor: Diagnosing and Treating Vision Transformers
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OpenReview]
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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
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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
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Scalable DBSCAN with Random Projections
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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
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OpenReview]
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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
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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
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OpenReview]
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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
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OpenReview]
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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
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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
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Soft Superpixel Neighborhood Attention
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4934
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
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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
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OpenReview]
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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
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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
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Derivative-enhanced Deep Operator Network
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Decoupled Kullback-Leibler Divergence Loss
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Variational Flow Matching for Graph Generation
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OpenReview]
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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
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OpenReview]
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
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OpenReview]
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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
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OpenReview]
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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
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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
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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
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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
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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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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
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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]
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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Text to Blind Motion
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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?
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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
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OpenReview]
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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
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OpenReview]
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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Deep Homomorphism Networks
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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
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OpenReview]
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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
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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
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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
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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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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
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Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Latent Diffusion for Neural Spiking Data
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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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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
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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
Supervised Kernel Thinning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
Symbolic Regression with a Learned Concept Library
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
Molecule Generation with Fragment Retrieval Augmentation
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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
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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
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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
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
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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
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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Training for Stable Explanation for Free
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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
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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
OxonFair: A Flexible Toolkit for Algorithmic Fairness
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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Marginal Causal Flows for Validation and Inference
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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
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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7306
Proving Theorems Recursively
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Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
Learning diffusion at lightspeed
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Towards Human-AI Complementarity with Prediction Sets
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Unified Lexical Representation for Interpretable Visual-Language Alignment
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Infinite-Dimensional Feature Interaction
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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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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
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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) @ West Ballroom A-D #6306
Doubly Mild Generalization for Offline Reinforcement Learning
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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
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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
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Measuring Dejavu Memorization Efficiently
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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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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
Sample Complexity of Interventional Causal Representation Learning
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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
Automatic Outlier Rectification via Optimal Transport
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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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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
Physics-Informed Variational State-Space Gaussian Processes
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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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Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
Can Simple Averaging Defeat Modern Watermarks?
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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 #4210
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process
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Slides]
[
Poster]
[
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
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
Information-theoretic Generalization Analysis for Expected Calibration Error
[
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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Slides]
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Poster]
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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
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Slides]
[
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
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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
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Slides]
[
Poster]
[
OpenReview]
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) @ 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 #4506
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
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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
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Slides]
[
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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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
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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
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Slides]
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Poster]
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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
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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 #4802
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks
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Poster]
[
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
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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
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Poster]
[
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
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Poster]
[
OpenReview]
Poster
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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Slides]
[
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
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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) @ West Ballroom A-D #6405
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL
[
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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Slides]
[
Poster]
[
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]
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 #1901
A Motion-aware Spatio-temporal Graph for Video Salient Object Ranking
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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
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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?
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
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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
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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
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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
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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]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Robot Policy Learning with Temporal Optimal Transport Reward
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Slides]
[
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
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Slides]
[
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 #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 #6502
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration
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Poster]
[
OpenReview]
Poster
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
[
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 #4302
Variational Distillation of Diffusion Policies into Mixture of Experts
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Slides]
[
Poster]
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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
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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
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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
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Slides]
[
Poster]
[
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
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Poster]
[
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
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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 #3405
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
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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
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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
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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
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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
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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
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Slides]
[
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
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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
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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 #3600
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion
[
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) @ West Ballroom A-D #6607
LLM-based Skill Diffusion for Zero-shot Policy Adaptation
[
Poster]
[
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]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7302
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
Learning Infinitesimal Generators of Continuous Symmetries from Data
[
Poster]
[
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
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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
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Slides]
[
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
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Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7303
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
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Slides]
[
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) @ East Exhibit Hall A-C #4002
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
[
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
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Slides]
[
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) @ East Exhibit Hall A-C #1508
LiT: Unifying LiDAR "Languages" with LiDAR Translator
[
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
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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
[
Slides]
[
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]
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 #4804
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
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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) @ West Ballroom A-D #5705
Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis
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Poster]
[
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 #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 #2305
Transformers are Minimax Optimal Nonparametric In-Context Learners
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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 #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 #2906
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution
[
Slides]
[
Poster]
[
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
[
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 #1101
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
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Slides]
[
Poster]
[
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 #2810
4Diffusion: Multi-view Video Diffusion Model for 4D Generation
[
Slides]
[
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
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Conformalized Credal Set Predictors
[
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 #3801
HAWK: Learning to Understand Open-World Video Anomalies
[
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
[
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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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 #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) @ 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) @ 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
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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) @ East Exhibit Hall A-C #4807
QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation
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Poster]
[
OpenReview]
Poster
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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Slides]
[
Poster]
[
OpenReview]
Poster
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
[
Slides]
[
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
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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]
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]
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) @ West Ballroom A-D #6210
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification
[
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 #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 #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 #2609
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4932
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
[
Poster]
[
OpenReview]
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
[
Slides]
[
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) @ 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 #3111
Microstructures and Accuracy of Graph Recall by Large Language Models
[
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) @ East Exhibit Hall A-C #4930
Make Your LLM Fully Utilize the Context
[
Slides]
[
Poster]
[
OpenReview]
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 #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) @ 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 #6701
Quantum algorithm for large-scale market equilibrium computation
[
Slides]
[
Poster]
[
OpenReview]
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
[
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 #4933
Association Pattern-aware Fusion for Biological Entity Relationship Prediction
[
Poster]
[
OpenReview]
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
[
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) @ 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) @ 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) @ 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 #5802
Optimal Multiclass U-Calibration Error and Beyond
[
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) @ 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) @ 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 #4111
Preferential Normalizing Flows
[
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]
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
[
Slides]
[
Poster]
[
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 #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) @ West Ballroom A-D #5801
Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting
[
Slides]
[
Poster]
[
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) @ 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 #6605
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning
[
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) @ 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 #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 #5508
Perceptual Fairness in Image Restoration
[
Poster]
[
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) @ West Ballroom A-D #5505
Monoculture in Matching Markets
[
OpenReview]
Poster
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
[
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 #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 #3610
Zero-Shot Transfer of Neural ODEs
[
Slides]
[
Poster]
[
OpenReview]
Poster
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
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
Mitigating Spurious Correlations via Disagreement Probability
[
Slides]
[
Poster]
[
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) @ East Exhibit Hall A-C #4207
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA
[
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]
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
Optimal Parallelization of Boosting
[
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 #3009
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
[
Poster]
[
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) @ East Exhibit Hall A-C #3001
Graphcode: Learning from multiparameter persistent homology using graph neural networks
[
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
[
Slides]
[
Poster]
[
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]
Poster
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
[
Slides]
[
Poster]
[
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 #2709
Taming Generative Diffusion Prior for Universal Blind Image Restoration
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4910
Sequoia: Scalable and Robust Speculative Decoding
[
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) @ 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 #3311
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
[
Poster]
[
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) @ 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 #3609
Learning Where to Edit Vision Transformers
[
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 #4604
Bridging OOD Detection and Generalization: A Graph-Theoretic View
[
Slides]
[
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
[
Poster]
[
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) @ 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 #6800
Online Bayesian Persuasion Without a Clue
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Generative Semi-supervised Graph Anomaly Detection
[
Slides]
[
Poster]
[
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]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Adaptive Proximal Gradient Method for Convex Optimization
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
Hierarchical Selective Classification
[
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) @ West Ballroom A-D #6401
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
[
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]
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Mutli-Armed Bandits with Network Interference
[
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
[
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 #3803
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models
[
Slides]
[
Poster]
[
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 #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) @ West Ballroom A-D #5907
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following
[
Slides]
[
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) @ 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 #3409
LLM-Check: Investigating Detection of Hallucinations in Large Language 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 #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 #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 #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 #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) @ 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 #6503
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents
[
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
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
Pseudo-Private Data Guided Model Inversion Attacks
[
Poster]
[
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) @ West Ballroom A-D #6110
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity
[
Slides]
[
Poster]
[
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 #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) @ 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) @ 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) @ East Exhibit Hall A-C #4208
Bayesian Adaptive Calibration and Optimal Design
[
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]
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) @ 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) @ 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 #5105
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
[
Poster]
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 #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 #1909
Optimal and Approximate Adaptive Stochastic Quantization
[
Slides]
[
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) @ East Exhibit Hall A-C #2407
The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof
[
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 #6702
Cross-Device Collaborative Test-Time Adaptation
[
Slides]
[
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) @ West Ballroom A-D #5004
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
[
Poster]
[
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) @ East Exhibit Hall A-C #3910
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
[
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 #1810
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
[
OpenReview]
Poster
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
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
[
Slides]
[
Poster]
[
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 #4306
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
[
Slides]
[
Poster]
[
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 #1109
Full-Atom Peptide Design with Geometric Latent Diffusion
[
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 #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 #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 #1811
AdaPKC: PeakConv with Adaptive Peak Receptive Field for Radar Semantic Segmentation
[
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 #1208
Generative Modeling of Molecular Dynamics Trajectories
[
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) @ East Exhibit Hall A-C #1100
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
[
Slides]
[
Poster]
[
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]
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
[
Poster]
[
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) @ West Ballroom A-D #7209
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion
[
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) @ 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 #3507
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
[
Slides]
[
Poster]
[
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) @ East Exhibit Hall A-C #3909
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning
[
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 #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) @ 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) @ 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) @ East Exhibit Hall A-C #1801
ActAnywhere: Subject-Aware Video Background Generation
[
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
[
Poster]
[
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 #6209
Differentially Private Set Representations
[
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 #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 #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 #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]
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) @ 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) @ 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]
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) @ West Ballroom A-D #5300
DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model
[
Poster]
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 #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 #3804
Temporal Sentence Grounding with Relevance Feedback in Videos
[
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 #3011
AutoPSV: Automated Process-Supervised Verifier
[
Slides]
[
Poster]
[
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) @ East Exhibit Hall A-C #2806
Attack-Resilient Image Watermarking Using Stable Diffusion
[
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) @ 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 #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) @ East Exhibit Hall A-C #4935
Multi-Head Mixture-of-Experts
[
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]
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]
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
[
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]
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 #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) @ 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) @ 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 #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 #3701
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
[
Slides]
Poster
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
[
Slides]
[
Poster]
[
OpenReview]
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) @ 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 #3504
Diffeomorphic interpolation for efficient persistence-based topological optimization
[
Poster]
[
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]
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 #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 #3301
Selective Explanations
[
OpenReview]
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 #3107
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
[
OpenReview]
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) @ East Exhibit Hall A-C #3204
LLM Circuit Analyses Are Consistent Across Training and Scale
[
Poster]
[
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
[
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 #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 #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) @ 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 #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) @ West Ballroom A-D #6302
Distributional Preference Alignment of LLMs via Optimal Transport
[
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 #5206
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
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 #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 #2402
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
[
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]
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
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4931
Solving Zero-Sum Markov Games with Continous State via Spectral Dynamic Embedding
[
Poster]
[
OpenReview]
Poster
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
[
OpenReview]
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 #2209
A teacher-teacher framework for clinical language representation learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7207
Wings: Learning Multimodal LLMs without Text-only Forgetting
[
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
[
Poster]
[
OpenReview]
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 #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 #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 #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 #7301
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
[
OpenReview]
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) @ 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?
[
Slides]
[
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) @ 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 #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 #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 #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 #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 #4606
Dual-Personalizing Adapter for Federated Foundation Models
[
Poster]
[
OpenReview]
Poster
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
[
Poster]
[
OpenReview]
Poster
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
[
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
[
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) @ East Exhibit Hall A-C #3110
Graph Neural Networks Do Not Always Oversmooth
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
SPO: Sequential Monte Carlo Policy Optimisation
[
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 #4611
Large Language Model Unlearning via Embedding-Corrupted Prompts
[
Slides]
[
Poster]
[
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 #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 #1207
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
[
Poster]
[
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) @ West Ballroom A-D #6601
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
[
Poster]
[
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) @ 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 #2702
Constrained Diffusion Models via Dual Training
[
OpenReview]
Poster
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
[
Slides]
[
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 #4004
Active design of two-photon holographic stimulation for identifying neural population dynamics
[
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) @ 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 #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 #4000
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment
[
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 #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 #2302
How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks
[
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) @ 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) @ East Exhibit Hall A-C #4200
Trajectory Diffusion for ObjectGoal Navigation
[
Poster]
[
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 #5806
Improved learning rates in multi-unit uniform price auctions
[
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) @ East Exhibit Hall A-C #1605
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
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
[
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 #3310
Semantics and Spatiality of Emergent Communication
[
Slides]
[
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 #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) @ 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 #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 #1904
REDUCR: Robust Data Downsampling using Class Priority Reweighting
[
Slides]
[
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 #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 #4100
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
[
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 #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 #1000
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
[
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 #3702
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
[
Slides]
[
Poster]
[
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) @ 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) @ 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 #6507
Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence
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) @ 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 #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 #1103
GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning
[
Poster]
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
[
Poster]
[
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
[
Poster]
[
OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
GACL: Exemplar-Free Generalized Analytic Continual Learning
[
Slides]
[
Poster]
[
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) @ East Exhibit Hall A-C #3602
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
[
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
[
Slides]
[
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
[
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 #4706
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
SceneCraft: Layout-Guided 3D Scene Generation
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Poster]
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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
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Poster]
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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
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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
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
GFlowNet Assisted Biological Sequence Editing
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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
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Poster]
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OpenReview]
Poster
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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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
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7307
Simplified and Generalized Masked Diffusion for Discrete Data
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OpenReview]
Poster
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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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
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OpenReview]
Poster
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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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
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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
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Poster]
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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
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Poster]
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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
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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
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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
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4936
Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
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OpenReview]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
Model-based Diffusion for Trajectory Optimization
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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) @ East Exhibit Hall A-C #3108
Unitary Convolutions for Learning on Graphs and Groups
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OpenReview]
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
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Poster]
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
Generative Fractional Diffusion Models
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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
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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
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Poster</