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Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3001
Evolutionary Caching to Accelerate Your Off-the-Shelf Diffusion Model
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3002
Joint Shadow Generation and Relighting via Light-Geometry Interaction Maps
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3003
ReactID: Synchronizing Realistic Actions and Identity in Personalized Video Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3004
Lumos-1: On Autoregressive Video Generation with Discrete Diffusion from a Unified Model Perspective
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3005
MotionStream: Real-Time Video Generation with Interactive Motion Controls
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3006
Plug-and-Play Fidelity Optimization for Diffusion Transformer Acceleration via Cumulative Error Minimization
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3007
DiCache: Let Diffusion Model Determine Its Own Cache
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3008
Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3009
Anchor Frame Bridging for Coherent First-Last Frame Video Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3010
Group Critical-token Policy Optimization for Autoregressive Image Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3011
JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3012
Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3013
HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3014
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3015
Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3016
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3017
SPRINT: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3018
QVGen: Pushing the Limit of Quantized Video Generative Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3118
Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3117
Arbitrary-Shaped Image Generation via Spherical Neural Field Diffusion
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3116
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3115
SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3114
Trajectory-aware Shifted State Space Models for Online Video Super-Resolution
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3113
TS-Attn: Temporal-wise Separable Attention for Multi-Event Video Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3112
LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3111
WILD-Diffusion: A WDRO Inspired Training Method for Diffusion Models under Limited Data
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3110
Controllable Video Generation with Provable Disentanglement
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3109
Unified 3D Scene Understanding Through Physical World Modeling
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3108
From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3107
Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3106
PI-Light: Physics-Inspired Diffusion for Full-Image Relighting
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3105
Factuality Matters: When Image Generation and Editing Meet Structured Visuals
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3104
RegionE: Adaptive Region-Aware Generation for Efficient Image Editing
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3103
Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3102
SoftCFG: Uncertainty-guided Stable Guidance for Visual Autoregressive Model
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3101
TPDiff: Temporal Pyramid Video Diffusion Model
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3201
FastGHA: Generalized Few-Shot 3D Gaussian Head Avatars with Real-Time Animation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3202
PreciseCache: Precise Feature Caching for Efficient and High-fidelity Video Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3203
Test-Time Iterative Error Correction for Efficient Diffusion Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3204
CoDi: Subject-Consistent and Pose-Diverse Text-to-Image Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3205
Video-As-Prompt: Unified Semantic Control for Video Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3206
Instilling an Active Mind in Avatars via Cognitive Simulation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3207
Latent Wavelet Diffusion For Ultra High-Resolution Image Synthesis
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3208
One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3209
Disentangled Hierarchical VAE for 3D Human-Human Interaction Generation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3210
Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3211
TreeGRPO: Tree-Advantage GRPO for Online RL Post-Training of Diffusion Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3212
CMT: Mid-Training for Efficient Learning of Consistency, Mean Flow, and Flow-Map Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3213
Charts Are Not Images: On the Challenges of Scientific Chart Editing
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3214
DSA: Efficient Inference For Video Generation Models via Distributed Sparse Attention
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3215
Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3216
LiveMoments: Reselected Key Photo Restoration in Live Photos via Reference-guided Diffusion
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3217
Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3218
SimULi: Real-Time LiDAR and Camera Simulation with Unscented Transforms
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3318
QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3317
From Tokens to Nodes: Semantic-Guided Motion Control for Dynamic 3D Gaussian Splatting
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3316
Scaling Sequence-to-Sequence Generative Neural Rendering
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3315
Quantized Visual Geometry Grounded Transformer
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3314
ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3313
Light of Normals: Unified Feature Representation for Universal Photometric Stereo
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3312
A^2TG: Adaptive Anisotropic Textured Gaussians for Efficient 3D Scene Representation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3311
Sat3DGen: Comprehensive Street-Level 3D Scene Generation from Single Satellite Image
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3310
Open-Set Semantic Gaussian Splatting SLAM with Expandable Representation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3309
IncVGGT: Incremental VGGT for Memory-Bounded Long-Range 3D Reconstruction
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3308
Gradient-Direction-Aware Density Control for 3D Gaussian Splatting
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3307
Streaming Visual Geometry Transformer
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3306
Dynamic Novel View Synthesis in High Dynamic Range
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3305
S2GO: Streaming Sparse Gaussian Occupancy
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3304
pySpatial: Generating 3D Visual Programs for Zero-Shot Spatial Reasoning
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3303
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3302
ReWatch-R1: Boosting Complex Video Reasoning in Large Vision-Language Models through Agentic Data Synthesis
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3301
DTP: Delta-Guided Two Stage Pruning for Mamba-based Multimodal Large Language Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3401
UniHand: A Unified Model for Diverse Controlled 4D Hand Motion Modeling
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3402
FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3403
iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3404
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3405
SpinBench: Perspective and Rotation as a Lens on Spatial Reasoning in VLMs
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3406
DriveAgent-R1: Advancing VLM-based Autonomous Driving with Active Perception and Hybrid Thinking
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3407
lmgame-Bench: How Good are LLMs at Playing Games?
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3408
PlantRSR: A New Plant Dataset and Method for Reference-based Super-Resolution
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3409
OmniActor: A Generalist GUI and Embodied Agent for 2D&3D Worlds
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3410
VGR: Visual Grounded Reasoning
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3411
Perception-Aware Policy Optimization for Multimodal Reasoning
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3412
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3413
SiMO: Single-Modality-Operable Multimodal Collaborative Perception
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3414
Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3415
Investigating Redundancy in Multimodal Large Language Models with Multiple Vision Encoders
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3416
SCUBA: Salesforce Computer Use Benchmark
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3417
ExPO-HM: Learning to Explain-then-Detect for Hateful Meme Detection
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3418
Uncover Underlying Correspondence for Robust Multi-view Clustering
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3518
Dynamic Multimodal Activation Steering for Hallucination Mitigation in Large Vision-Language Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3517
AnyUp: Universal Feature Upsampling
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3516
More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3515
UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3514
WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3513
InfoDet: A Dataset for Infographic Element Detection
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3512
CLUTCH: Contextualized Language model for Unlocking Text-Conditioned Hand motion modelling in the wild
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3511
MMSearch-Plus: Benchmarking Provenance-Aware Search for Multimodal Browsing Agents
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3510
PoSh: Using Scene Graphs to Guide LLMs-as-a-Judge for Detailed Image Descriptions
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3509
MRAD: Zero-Shot Anomaly Detection with Memory-Driven Retrieval
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3508
Faster Vision Transformers with Adaptive Patches
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3507
Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3506
Flatness Guided Test-Time Adaptation for Vision-Language Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3505
MARS - A Foundational Map Auto-Regressor
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3504
FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3503
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3502
InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3501
RegionReasoner: Region-Grounded Multi-Round Visual Reasoning
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3601
Knowledge Exchange with Confidence: Cost-Effective LLM Integration for Reliable and Efficient Visual Question Answering
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3602
VidBridge-R1: Bridging QA and Captioning for RL-based Video Understanding Models with Intermediate Proxy Tasks
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3603
Can Vision-Language Models Answer Face to Face Questions in the Real-World?
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3604
Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3605
Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3606
PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3607
MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3608
LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3609
LINK: Learning Instance-level Knowledge from Vision-Language Models for Human-Object Interaction Detection
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3610
Point2RBox-v3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3611
Consolidating Reinforcement Learning for Multimodal Discrete Diffusion Models
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3612
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3613
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3614
Fostering Video Reasoning via Next-Event Prediction
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3615
UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing
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Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3616
TOUCH: Text-guided Controllable Generation of Free-Form Hand-Object Interactions
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OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3617
VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3618
Sequential Information Bottleneck Fusion: Towards Robust and Generalizable Multi-Modal Brain Tumor Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3718
Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3717
Interaction-aware Representation Modeling With Co-Occurrence Consistency for Egocentric Hand-Object Parsing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3716
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3715
All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3714
HSIC Bottleneck for Cross-Generator and Domain-Incremental Synthetic Image Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3713
Part-level Semantic-guided Contrastive Learning for Fine-grained Visual Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3712
No Pixel Left Behind: A Detail-Preserving Architecture for Robust High-Resolution AI-Generated Image Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3711
RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3710
KinemaDiff: Towards Diffusion for Coherent and Physically Plausible Human Motion Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3709
LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3708
FARTrack: Fast Autoregressive Visual Tracking with High Performance
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3707
QuaMo: Quaternion Motions for Vision-based 3D Human Kinematics Capture
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3706
Fore-Mamba3D: Mamba-based Foreground-Enhanced Encoding for 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3705
Video Scene Segmentation with Genre and Duration Signals
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3704
CortiLife: A Unified Framework for Cortical Representation Learning across the Lifespan
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3703
RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3702
Self-Guided Low Light Object Detection Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3701
WAFT: Warping-Alone Field Transforms for Optical Flow
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3801
Animating the Uncaptured: Humanoid Mesh Animation with Video Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3802
Seeing Through the PRISM: Compound & Controllable Restoration of Scientific Images
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3803
Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3804
Hot PATE: Private Aggregation of Distributions for Diverse Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3805
Private Rate-Constrained Optimization with Applications to Fair Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3806
Stop Tracking Me! Proactive Defense Against Attribute Inference Attack in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3807
Pisces: Cryptography-based Private Retrieval-Augmented Generation with Dual-Path Retrieval
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3808
Rethinking Benign Relearning: Syntax as the Hidden Driver of Unlearning Failures
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3809
Curation Leaks: Membership Inference Attacks against Data Curation for Machine Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3810
Rethinking LoRA for Privacy-Preserving Federated Learning in Large Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3811
Information-Theoretic Membership Inference for Granular Quantification of Memorization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3812
WARP: Weight Teleportation for Attack-Resilient Unlearning Protocols
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3813
Secret-Protected Evolution for Differentially Private Synthetic Text Generation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3814
Traceable Black-Box Watermarks For Federated Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3815
Heterogeneous Federated Fine-Tuning with Parallel One-Rank Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3816
LUMINA: Detecting Hallucinations in RAG System with Context–Knowledge Signals
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3817
CUPID: A Plug-in Framework for Joint Aleatoric and Epistemic Uncertainty Estimation with a Single Model
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3818
SABRE-FL: Selective and Accurate Backdoor Rejection for Federated Prompt Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3918
DynaGuard: A Dynamic Guardian Model With User-Defined Policies
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3917
On The Fragility of Benchmark Contamination Detection in Reasoning Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3916
AtC: Aggregate-then-Calibrate for Human-centered Assessment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3915
Weak-to-Strong Generalization with Failure Trajectories
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3914
Steering Language Models with Weight Arithmetic
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3913
When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3912
Alignment-Weighted DPO: A principled reasoning approach to improve safety alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3911
Learning to Lie: Adversarial Attacks on Human-AI Teams and LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3910
What happens when generative AI models train recursively on each others' outputs?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3909
Towards Scalable Oversight via Partitioned Human Supervision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3908
OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3907
Do Large Language Models Know What They Are Capable Of?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3906
SERUM: Simple, Efficient, Robust, and Unifying Marking for Diffusion-based Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3905
Can LLMs Refuse Questions They Do Not Know? Measuring Knowledge-Aware Refusal in Factual Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3904
A Guardrail for Safety Preservation: When Safety-Sensitive Subspace Meets Harmful-Resistant Null-Space
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3903
Guidance Watermarking for Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3902
Practical estimation of the optimal classification error with soft labels and calibration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3901
Dissecting Representation Misalignment in Contrastive Learning via Influence Function
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4001
Decomposing LLM Computation with Jets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4002
The Value of Information in Human-AI Decision-making
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4003
SEED-SET: Scalable Evolving Experimental Design for System-level Ethical Testing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4004
Self-Consistency Improves the Trustworthiness of Self-Interpretable GNNs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4005
Tracing the Traces: Latent Temporal Signals for Efficient and Accurate Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4006
Mechanism of Task-oriented Information Removal in In-context Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4007
Dyslexify: A Mechanistic Defense Against Typographic Attacks in CLIP
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4008
f-INE: A Hypothesis Testing Framework for Estimating Influence under Training Randomness
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4009
Decomposing Representation Space into Interpretable Subspaces with Unsupervised Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4010
Tackling the XAI Disagreement Problem with Adaptive Feature Grouping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4011
Faithful Bi-Directional Model Steering via Distribution Matching and Distributed Interchange Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4012
Counterfactual Explanations on Robust Perceptual Geodesics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4013
Language Models Use Lookbacks to Track Beliefs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4014
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4015
ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4016
Eliciting Harmful Capabilities by Fine-Tuning on Safeguarded Outputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4017
Adaptive Logit Adjustment for Debiasing Multimodal Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4018
Preference Leakage: A Contamination Problem in LLM-as-a-judge
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4118
When AI Agents Collude Online: Financial Fraud Risks by Collaborative LLM Agents on Social Platforms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4117
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4116
Adversarial Attacks Already Tell the Answer: Directional Bias-Guided Test-time Defense for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4115
A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4114
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4113
No Caption, No Problem: Caption-Free Membership Inference via Model-Fitted Embeddings
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4112
Towards Understanding Subliminal Learning: When and How Hidden Biases Transfer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4111
Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4110
Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4109
Harnessing Hyperbolic Geometry for Harmful Prompt Detection and Sanitization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4108
Uncertainty Estimation via Hyperspherical Confidence Mapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4107
Bias Similarity Measurement: A Black-Box Audit of Fairness Across LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4106
Beyond Linear Probes: Dynamic Safety Monitoring for Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4105
MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4104
PACEbench: A Framework for Evaluating Practical AI Cyber-Exploitation Capabilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4102
A-TPT: Angular Diversity Calibration Properties for Test-Time Prompt Tuning of Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4101
PoliCon: Evaluating LLMs on Achieving Diverse Political Consensus Objectives
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4201
SumRA: Parameter Efficient Fine-tuning with Singular Value Decomposition and Summed Orthogonal Basis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4202
Barriers for Learning in an Evolving World: Mathematical Understanding of Loss of Plasticity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4203
Activation Function Design Sustains Plasticity in Continual Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4204
Co-LoRA: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4205
PAS: Estimating the target accuracy before domain adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4206
Designing Rules to Pick a Rule: Aggregation by Consistency
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4207
Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4208
Overparametrization bends the landscape: BBP transitions at initialization in simple Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4209
Good Allocations from Bad Estimates
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4210
Why High-rank Neural Networks Generalize?: An Algebraic Framework with RKHSs
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4211
Towards a Sharp Analysis of Offline Policy Learning for $f$-Divergence-Regularized Contextual Bandits
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4212
Polynomial Convergence of Riemannian Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4213
A Theoretical Analysis of Mamba’s Training Dynamics: Filtering Relevant Features for Generalization in State Space Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4214
Why DPO is a Misspecified Estimator and How to Fix It
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4215
On the Spectral Differences Between NTK and CNTK and Their Implications for Point Cloud Recognition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4216
Expressive Power of Implicit Models: Rich Equilibria and Test-Time Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4217
Understanding the Dynamics of Forgetting and Generalization in Continual Learning via the Neural Tangent Kernel
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4218
Bridging Kolmogorov Complexity and Deep Learning: Asymptotically Optimal Description Length Objectives for Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4318
InfoNCE Induces Gaussian Distribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4317
Tight Bounds for Schrodinger Potential Estimation in Unpaired Data Translation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4316
Sublinear Spectral Clustering Oracle with Little Memory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4315
PCF Learned Sort: a Learning Augmented Sort Algorithm with O(nloglogn) Expected Complexity
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4314
Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4313
Matched Data, Better Models: Target Aligned Data Filtering with Sparse Autoencoders
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4312
Path Channels and Plan Extension Kernels: a Mechanistic Description of Planning in a Sokoban RNN
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4311
Learning multimodal dictionary decompositions with group-sparse autoencoders
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4310
On the Expressiveness of State Space Models via Temporal Logics
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4309
Two (narrow) heads are better than (an arbitrarily wide) one
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4308
Efficient Estimation of Kernel Surrogate Models for Task Attribution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4307
Influence Dynamics and Stagewise Data Attribution
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4306
The Deleuzian Representation Hypothesis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4305
Strong Correlations Induce Cause Only Predictions in Transformer Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4304
DADA: Dual Averaging with Distance Adaptation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4303
Decision-Theoretic Approaches for Improved Learning-Augmented Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4302
Beyond Short Steps in Frank-Wolfe Algorithms
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4301
Single-Loop Byzantine-Resilient Federated Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4401
Optimizing Data Augmentation through Bayesian Model Selection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4402
Action Chunking and Data Augmentation Yield Exponential Improvements in Behavior Cloning for Continuous Spaces
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4403
Risk-Sensitive Agent Compositions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4404
Queue Length Regret Bounds for Contextual Queueing Bandits
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4405
Analysis of approximate linear programming solution to Markov decision problem with log barrier function
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4406
Replicable Reinforcement Learning with Linear Function Approximation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4407
Online Rounding and Learning Augmented Algorithms for Facility Location
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4408
On the Reasoning Abilities of Masked Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4409
The Expressive Limits of Diagonal SSMs for State-Tracking
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4410
Defining and quantifying compositional structure
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4411
Beyond Pairwise: Empowering LLM Alignment With (Ranked) Choice Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4412
Trajectory Generation with Conservative Value Guidance for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4413
In-Context Compositional Q-Learning for Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4414
Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4415
Koopman-Assisted Trajectory Synthesis: A Data Augmentation Framework for Offline Imitation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4416
Masked Skill Token Training for Hierarchical Off-Dynamics Transfer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4417
MOBODY: Model-Based Off-Dynamics Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4418
Multiplayer Nash Preference Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4517
On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4516
Training Large Reasoning Models Efficiently via Progressive Thought Encoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4515
Simplicial Embeddings Improve Sample Efficiency in Actor–Critic Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4514
Stabilizing Policy Gradients for Sample-Efficient Reinforcement Learning in LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4513
APPLE: Toward General Active Perception via Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4512
QuRL: Low-Precision Reinforcement Learning for Efficient Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4511
Native Reasoning Models: Training Language Models to Reason on Unverifiable Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4510
Representation-Based Exploration for Language Models: From Test-Time to Post-Training
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4509
Reinforcement Learning via Value Gradient Flow
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4508
A Reward-Free Viewpoint on Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4507
ContextIF: Enhancing Instruction-Following through Context Reward
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4506
Reference Grounded Skill Discovery
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4505
The Art of Scaling Reinforcement Learning Compute for LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4504
RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4503
Octax: Accelerated CHIP-8 Arcade Environments for Reinforcement Learning in JAX
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4502
Jackpot: Align Actor-Policy Distribution for scalable and stable RL for LLM
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4501
Bridging the performance-gap between target-free and target-based reinforcement learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4601
Policy Newton Algorithm in Reproducing Kernel Hilbert Space
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4602
GRACE: A Language Model Framework for Explainable Inverse Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4603
Learning to Answer from Correct Demonstrations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4604
Heterogeneous Agent Q-weighted Policy Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4605
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4606
Language and Experience: A Computational Model of Social Learning in Complex Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4607
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4608
MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4609
Matching Multiple Experts: On the Exploitability of Multi-Agent Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4610
GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent System
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4611
Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4612
Rethinking Policy Diversity in Ensemble Policy Gradient in Large-Scale Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4613
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4614
EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4615
ATGen: Adversarial Reinforcement Learning for Test Case Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4616
LogicReward: Incentivizing LLM Reasoning via Step-Wise Logical Supervision
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4617
GEM: A Gym for Generalist LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4618
BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4718
Geometric-Mean Policy Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4717
KL-Regularized Reinforcement Learning for Generative Modelling is Designed to Mode Collapse
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4716
CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4715
Efficient Multi-objective Prompt Optimization via Pure-exploration Bandits
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4714
Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4713
Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4712
JustRL: Scaling a 1.5B LLM with a Simple RL Recipe
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4711
OptimSyn: Influence-Guided Rubrics Optimization for Synthetic Data Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4710
Is On-Policy Data always the Best Choice for Direct Preference Optimization-Based LM Alignment?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4709
TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4708
OR-PRM: A Process Reward Model for Algorithmic Problem in Operations Research
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4707
What Happens Next? Anticipating Future Motion by Generating Point Trajectories
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4706
IGGT: Instance-Grounded Geometry Transformer for Semantic 3D Reconstruction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4705
To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4704
Vision-Zero: Scalable VLM Self-Evolution via Multi-Agent Self-Play
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4703
$PhyWorldBench$: A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4702
OrthAlign: Orthogonal Subspace Decomposition for Non-Interfering Multi-Objective Alignment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4701
Language-Instructed Vision Embeddings for Controllable and Generalizable Perception
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4801
Object-Centric World Models from Few-Shot Annotations for Sample-Efficient Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4802
Emergent Misalignment is Easy, Narrow Misalignment is Hard
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4803
Reinforcing General Reasoning Without Verifiers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4804
Context Tokens are Anchors: Understanding the Repeat Curse in dMLLMs from an Information Flow Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4805
PHAT: Modeling Period Heterogeneity for Multivariate Time Series Forecasting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4806
AlphaAgentEvo: Evolution-Oriented Alpha Mining via Self-Evolving Agentic Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4807
IF-VidCap: Can Video Caption Models Follow Instructions?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4808
Towards Multimodal Data-Driven Scientific Discovery Powered by LLM Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4809
House Of Dextra : Cross-Embodied Co-Design for Dexterous Hands
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4810
Graph Tokenization for Bridging Graphs and Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4811
PreferThinker: Reasoning-based Personalized Image Preference Assessment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4812
Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4813
CoCoDiff: Correspondence-Consistent Diffusion Model for Fine-grained Style Transfer
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4814
CPQS-Tuning: A Model Self-Perception-Based Data Filtering Algorithm for Efficient Instruction Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4815
Physics-Informed Inference Time Scaling for Solving High-Dimensional Partial Differential Equations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4816
Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4817
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4818
Topological Anomaly Quantification for Semi-supervised Graph Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4918
GuardAlign: Test-time Safety Alignment in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4917
Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4916
Quasi-Equivariant Metanetworks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4915
Evaluating and Improving Cultural Awareness of Reward Models for LLM Alignment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4914
Helmsman: Autonomous Synthesis of Federated Learning Systems via Collaborative LLM Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4913
GIQ: Benchmarking 3D Geometric Reasoning of Vision Foundation Models with Simulated and Real Polyhedra
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4912
Learning to Orchestrate Agents in Natural Language with the Conductor
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4911
Guidance Matters: Rethinking the Evaluation Pitfall for Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4910
Data-to-Energy Stochastic Dynamics
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4909
Score Distillation Beyond Acceleration: Generative Modeling from Corrupted Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4908
Anchored Supervised Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4907
UrbanFeel：A Comprehensive Benchmark for Temporal and Perceptual Understanding of City Scenes through Human Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4906
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4905
PrefDisco: Benchmarking Proactive Personalized Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4904
Arbitrary-Order Block SignSGD for Memory-Efficient LLM Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4903
Multi-Subspace Multi-Modal Modeling for Diffusion Models: Estimation, Convergence and Mixture of Experts
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4902
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4901
InfoTok: Adaptive Discrete Video Tokenizer via Information-Theoretic Compression
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5001
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5002
TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5003
A General Framework for Black-Box Attacks Under Cost Asymmetry
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5004
Faithfulness Under the Distribution: A New Look at Attribution Evaluation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5005
MARTI: A Framework for Multi-Agent LLM Systems Reinforced Training and Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5006
Don't Settle Too Early: Self-Reflective Remasking for Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5007
Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5008
Multi-Marginal Flow Matching with Adversarially Learnt Interpolants
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5009
RLP: Reinforcement as a Pretraining Objective
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5010
SPELL: Self-Play Reinforcement Learning for Evolving Long-Context Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5011
Asynchronous Matching with Dynamic Sampling for Multimodal Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5012
Eliminating Inductive Bias in Reward Models with Information-Theoretic Guidance
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5013
Optimizing Canaries for Privacy Auditing with Metagradient Descent
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5014
PLoP: Precise LoRA Placement for Efficient Finetuning of Large Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5015
AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5016
MICLIP: Learning to Interpret Representation in Vision Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5017
Fast-dLLM v2: Efficient Block-Diffusion LLM
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5018
Selection, Reflection and Self-Refinement: Revisit Reasoning Tasks via a Causal Lens
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5118
Reassessing Layer Pruning in LLMs: New Insights and Methods
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5117
Revisiting the NetHack Learning Environment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5116
Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified?
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5115
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE
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