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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Online Learning in Risk Sensitive constrained MDP
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
Otter: Generating Tests from Issues to Validate SWE Patches
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Reinforcement Learning with Random Time Horizons
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Computing Voting Rules with Improvement Feedback
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Rank-One Modified Value Iteration
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
System-Aware Unlearning Algorithms: Use Lesser, Forget Faster
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
DEALing with Image Reconstruction: Deep Attentive Least Squares
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Adaptive Partitioning Schemes for Optimistic Optimization
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
Categorical Distributional Reinforcement Learning with Kullback-Leibler Divergence: Convergence and Asymptotics
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
Sample-Optimal Agnostic Boosting with Unlabeled Data
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Cover learning for large-scale topology representation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
Robust Secure Swap: Responsible Face Swap With Persons of Interest Redaction and Provenance Traceability
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
Vintix: Action Model via In-Context Reinforcement Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
Pre-training Auto-regressive Robotic Models with 4D Representations
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
Craftium: Bridging Flexibility and Efficiency for Rich 3D Single- and Multi-Agent Environments
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
Human-Aligned Image Models Improve Visual Decoding from the Brain
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
In-Context Adaptation to Concept Drift for Learned Database Operations
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
Beyond CVaR: Leveraging Static Spectral Risk Measures for Enhanced Decision-Making in Distributional Reinforcement Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Nearly Optimal Sample Complexity for Learning with Label Proportions
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Graph-Based Algorithms for Diverse Similarity Search
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
Behavioral Exploration: Learning to Explore via In-Context Adaptation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Feedforward Few-shot Species Range Estimation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Consensus Is All You Get: The Role of Attention in Transformers
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Fluctuations of the largest eigenvalues of transformed spiked Wigner matrices
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
Dynamical phases of short-term memory mechanisms in RNNs
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Eliciting Language Model Behaviors with Investigator Agents
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Policy Gradient with Tree Expansion
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
DynaMind: Reasoning over Abstract Video Dynamics for Embodied Decision-Making
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
Machine Learning meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-level Conjecturing Ability in Pure Mathematics
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-506
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
Efficient Online Reinforcement Learning for Diffusion Policy
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
Cross-City Latent Space Alignment for Consistency Region Embedding
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
Linear Bandits with Partially Observable Features
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
Closed-form Solutions: A New Perspective on Solving Differential Equations
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-714
Curse of High Dimensionality Issue in Transformer for Long Context Modeling
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
Reinforcement Learning for Quantum Control under Physical Constraints
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
Symmetry-Robust 3D Orientation Estimation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
On the Tension between Byzantine Robustness and No-Attack Accuracy in Distributed Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
Gradient Flow Provably Learns Robust Classifiers for Orthonormal GMMs
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
Projection Optimization: A General Framework for Multi-Objective and Multi-Group RLHF
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Diffusion on Language Model Encodings for Protein Sequence Generation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Phase transitions for the existence of unregularized M-estimators in single index models
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
No-Regret is not enough! Bandits with General Constraints through Adaptive Regret Minimization
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
A-PSRO: A Unified Strategy Learning Method with Advantage Metric for Normal-form Games
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
Joint Learning of Energy-based Models and their Partition Function
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
A Two-Stage Learning-to-Defer Approach for Multi-Task Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
All-Purpose Mean Estimation over R: Optimal Sub-Gaussianity with Outlier Robustness and Low Moments Performance
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Simple Randomized Rounding for Max-Min Eigenvalue Augmentation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-718
Equivariant Neural Tangent Kernels
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Near Optimal Non-asymptotic Sample Complexity of 1-Identification
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
Identifying Neural Dynamics Using Interventional State Space Models
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
PIGDreamer: Privileged Information Guided World Models for Safe Partially Observable Reinforcement Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-818
Best of Both Worlds: Regret Minimization versus Minimax Play
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Exponential Family Variational Flow Matching for Tabular Data Generation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Better to Teach than to Give: Domain Generalized Semantic Segmentation via Agent Queries with Diffusion Model Guidance
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Rethinking Score Distilling Sampling for 3D Editing and Generation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
Zebra: In-Context Generative Pretraining for Solving Parametric PDEs
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
DragSolver: A Multi-Scale Transformer for Real-World Automotive Drag Coefficient Estimation
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
General agents need world models
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
Meta-Black-Box-Optimization through Offline Q-function Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
The Limits of Predicting Agents from Behaviour
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
Adaptive Flow Matching for Resolving Small-Scale Physics
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
Improving Compositional Generation with Diffusion Models Using Lift Scores
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Learning Mean Field Control on Sparse Graphs
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
Loss Functions and Operators Generated by f-Divergences
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-609
Directly Forecasting Belief for Reinforcement Learning with Delays
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Quantum Speedup for Hypergraph Sparsification
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1008
The Lock-in Hypothesis: Stagnation by Algorithm
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
MiraGe: Editable 2D Images using Gaussian Splatting
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
The dark side of the forces: assessing non-conservative force models for atomistic machine learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Improving Value Estimation Critically Enhances Vanilla Policy Gradient
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
Improved Theoretically-Grounded Evolutionary Algorithms for Subset Selection with a Linear Cost Constraint
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
Exact risk curves of signSGD in High-Dimensions: quantifying preconditioning and noise-compression effects
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Should Decision-Makers Reveal Classifiers in Online Strategic Classification?
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-814
Theoretical Limitations of Ensembles in the Age of Overparameterization
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-516
Hybrid Quantum-Classical Multi-Agent Pathfinding
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
GenMol: A Drug Discovery Generalist with Discrete Diffusion
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1005
Predicting mutational effects on protein binding from folding energy
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design
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Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
A General Representation-Based Approach to Multi-Source Domain Adaptation
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1007
Local Pan-privacy for Federated Analytics
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
A Bregman Proximal Viewpoint on Neural Operators
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Can We Predict Performance of Large Models across Vision-Language Tasks?
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
Neural Discovery in Mathematics: Do Machines Dream of Colored Planes?
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
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Slides]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Logarithmic Regret for Online KL-Regularized Reinforcement Learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Origin Identification for Text-Guided Image-to-Image Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Learning Imperfect Information Extensive-form Games with Last-iterate Convergence under Bandit Feedback
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
SPD: Sync-Point Drop for Efficient Tensor Parallelism of Large Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
Actor-Critics Can Achieve Optimal Sample Efficiency
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
Improved Off-policy Reinforcement Learning in Biological Sequence Design
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
MindCustomer: Multi-Context Image Generation Blended with Brain Signal
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields
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Poster]
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1006
SpikF: Spiking Fourier Network for Efficient Long-term Prediction
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Flexibility-conditioned protein structure design with flow matching
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
DCBM: Data-Efficient Visual Concept Bottleneck Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias?
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Hypothesis Testing for Generalized Thurstone Models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
SSHR: More Secure Generative Steganography with High-Quality Revealed Secret Images
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Rapid Overfitting of Multi-Pass SGD in Stochastic Convex Optimization
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Sleeping Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
The Four Color Theorem for Cell Instance Segmentation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
PF3plat: Pose-Free Feed-Forward 3D Gaussian Splatting for Novel View Synthesis
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution Tasks
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
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Poster]
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-904
Learning-Augmented Algorithms for MTS with Bandit Access to Multiple Predictors
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Ranked from Within: Ranking Large Multimodal Models Without Labels
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Improving Generalization with Flat Hilbert Bayesian Inference
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-815
Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
EgoPrivacy: What Your First-Person Camera Says About You?
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
Mutual Learning for SAM Adaptation: A Dual Collaborative Network Framework for Source-Free Domain Transfer
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
AlphaQCM: Alpha Discovery in Finance with Distributional Reinforcement Learning
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
Compositional Flows for 3D Molecule and Synthesis Pathway Co-design
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Multinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
Flex3D: Feed-Forward 3D Generation with Flexible Reconstruction Model and Input View Curation
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Learning Utilities from Demonstrations in Markov Decision Processes
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Algorithms and Hardness for Active Learning on Graphs
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
O-MAPL: Offline Multi-agent Preference Learning
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
Dendritic Localized Learning: Toward Biologically Plausible Algorithm
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
Flexible and Efficient Grammar-Constrained Decoding
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Trust-Region Twisted Policy Improvement
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
De-coupled NeuroGF for Shortest Path Distance Approximations on Large Terrain Graphs
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
A Generalization Result for Convergence in Learning-to-Optimize
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
Instruct2See: Learning to Remove Any Obstructions Across Distributions
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
Learning Curves of Stochastic Gradient Descent in Kernel Regression
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
Beyond The Rainbow: High Performance Deep Reinforcement Learning on a Desktop PC
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-509
Enhancing Performance of Explainable AI Models with Constrained Concept Refinement
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
KEA: Keeping Exploration Alive by Proactively Coordinating Exploration Strategies
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
Ranking with Multiple Oracles: From Weak to Strong Stochastic Transitivity
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
FedECADO: A Dynamical System Model of Federated Learning
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
On the Generalization Ability of Next-Token-Prediction Pretraining
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Energy-Based Flow Matching for Generating 3D Molecular Structure
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
Deep Electromagnetic Structure Design Under Limited Evaluation Budgets
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
Learning With Multi-Group Guarantees For Clusterable Subpopulations
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
Aligning Spoken Dialogue Models from User Interactions
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
SING: Spatial Context in Large Language Model for Next-Gen Wearables
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
Minimax Optimal Regret Bound for Reinforcement Learning with Trajectory Feedback
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
A Classification View on Meta Learning Bandits
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
When do neural networks learn world models?
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
Unifying Specialized Visual Encoders for Video Language Models
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Generation from Noisy Examples
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OpenReview]
Spotlight Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
Bridging Layout and RTL: Knowledge Distillation based Timing Prediction
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
Compact Matrix Quantum Group Equivariant Neural Networks
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Finite-Time Convergence Rates in Stochastic Stackelberg Games with Smooth Algorithmic Agents
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
OmniAudio: Generating Spatial Audio from 360-Degree Video
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
Distributed Event-Based Learning via ADMM
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
Latent Imputation before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
Bridging Protein Sequences and Microscopy Images with Unified Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
High Probability Bound for Cross-Learning Contextual Bandits with Unknown Context Distributions
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
Learning Condensed Graph via Differentiable Atom Mapping for Reaction Yield Prediction
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
RUN: Reversible Unfolding Network for Concealed Object Segmentation
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Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-124
Counting atoms faster: policy-based nuclear magnetic resonance pulse sequencing for atomic abundance measurement
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
S2-Track: A Simple yet Strong Approach for End-to-End 3D Multi-Object Tracking
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Learning Mixtures of Experts with EM: A Mirror Descent Perspective
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Dimension-Free Adaptive Subgradient Methods with Frequent Directions
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Poster]
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OpenReview]
Poster
Thu Jul 17 11:00 AM -- 01:30 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Meta Optimality for Demographic Parity Constrained Regression via Post-Processing
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