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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3001
PICS: Pairwise Image Compositing with Spatial Interactions
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OpenReview]
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3002
GenCompositor: Generative Video Compositing with Diffusion Transformer
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3003
Mixture of Contexts for Long Video Generation
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3004
DistillKac: Few-Step Image Generation via Damped Wave Equations
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3005
EgoWorld: Translating Exocentric View to Egocentric View using Rich Exocentric Observations
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3006
Composition of Memory Experts for Diffusion World Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3007
Generation then Reconstruction: Accelerating Masked Autoregressive Models via Two-Stage Sampling
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3008
Consistent Noisy Latent Rewards for Trajectory Preference Optimization in Diffusion Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3009
AttriCtrl: A Generalizable Framework for Controlling Semantic Attribute Intensity in Diffusion Models
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3010
Constantly Improving Image Models Need Constantly Improving Benchmarks
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3011
MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3012
W-EDIT: A Wavelet-Based Frequency-Aware Framework for Text-Driven Image Editing
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3014
VisualPrompter: Semantic-Aware Prompt Optimization with Visual Feedback for Text-to-Image Synthesis
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3015
IC-Custom: Diverse Image Customization via In-Context Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3016
Generative View Stitching
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3017
Visual Autoregressive Modeling for Instruction-Guided Image Editing
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3018
EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3118
Arbitrary Generative Video Interpolation
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3117
EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3116
Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3115
Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3114
Streaming Drag-Oriented Interactive Video Manipulation: Drag Anything, Anytime!
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3113
Concept-TRAK: Understanding how diffusion models learn concepts through concept attribution
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3112
BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3111
Unbiased Object Detection Beyond Frequency with Visually Prompted Image Synthesis
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3110
MoAlign: Motion-Centric Representation Alignment for Video Diffusion Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3109
Learning an Image Editing Model without Image Editing Pairs
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3108
UniF$^2$ace: A $\underline{Uni}$fied $\underline{F}$ine-grained $\underline{Face}$ Understanding and Generation Model
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3107
RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3106
EasyTune: Efficient Step-Aware Fine-Tuning for Diffusion-Based Motion Generation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3105
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3104
PICABench: How Far are We from Physical Realistic Image Editing?
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3103
SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3102
Soft-Di[M]O: Improving One-Step Discrete Image Generation with Soft Embeddings
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3101
ReDDiT: Rehashing Noise for Discrete Visual Generation
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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3201
Directional Textual Inversion for Personalized Text-to-Image Generation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3202
LikePhys: Evaluating Intuitive Physics Understanding in Video Diffusion Models via Likelihood Preference
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5305
$\boldsymbol{\partial^\infty}$-Grid: A Neural Differential Equation Solver with Differentiable Feature Grids
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3203
BWCache: Accelerating Video Diffusion Transformers through Block-Wise Caching
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3204
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3205
LayerSync: Self-aligning Intermediate Layers
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3206
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3207
Real-Time Motion-Controllable Autoregressive Video Diffusion
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3208
FantasyWorld: Geometry-Consistent World Modeling via Unified Video and 3D Prediction
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3209
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
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OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3210
Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3211
FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian Splatting
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3212
DiffWind: Physics-Informed Differentiable Modeling of Wind-Driven Object Dynamics
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3213
A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3214
Articulation in Motion: Prior-free Part Mobility Analysis for Articulated Objects By Dynamic-Static Disentanglement
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3215
CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3216
MEGS^{2}: Memory-Efficient Gaussian Splatting via Spherical Gaussians and Unified Pruning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3217
CAD-Tokenizer: Towards Text-Based CAD Prototyping via Modality-Specific Tokenization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3218
StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3318
DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3317
WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3316
FastAvatar: Towards Unified and Fast 3D Avatar Reconstruction with Large Gaussian Reconstruction Transformers
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5312
Conformalized Decision Risk Assessment
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3315
Densemarks: Learning Canonical Embeddings for Human Heads Images via Point Tracks
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3314
HUMOF: Human Motion Forecasting in Interactive Social Scenes
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3313
GenFusion: Feed-forward Human Performance Capture via Progressive Canonical Space Updates
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3312
Towards Physically Executable 3D Gaussian for Embodied Navigation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3311
Distractor-free Generalizable 3D Gaussian Splatting
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3310
Trace Anything: Representing Any Video in 4D via Trajectory Fields
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3309
Neural Compression of 3D Meshes using Sparse Implicit Representation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3307
ReSplat: Degradation-agnostic Feed-forward Gaussian Splatting via Self-guided Residual Diffusion
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3306
Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3305
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3304
Teaching VLMs to Admit Uncertainty in OCR from Lossy Visual Inputs
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3303
Revisiting [CLS] and Patch Token Interaction in Vision Transformers
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3301
RAR: Reversing Visual Attention Re-Sinking for Unlocking Potential in Multimodal Large Language Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3401
ChainMPQ: Interleaved Text-Image Reasoning Chains for Mitigating Relation Hallucinations
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3402
VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3403
Revisiting Multimodal Positional Encoding in Vision–Language Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3404
Towards Text-Mask Consistency in Medical Image Segmentation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4505
Strongly Convex Sets in Riemannian Manifolds
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3405
Cambrian-S: Towards Spatial Supersensing in Video
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3406
SAM 3: Segment Anything with Concepts
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3407
ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3408
Progressive Online Video Understanding with Evidence-Aligned Timing and Transparent Decisions
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3409
FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3410
Thinking as Society: Multi-Social-Agent Self-Distillation for Multimodal Misinformation Detection
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3411
Divid: Disentangled Spatial-Temporal Modeling within LLMs for Temporally Grounded Video Understanding
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3412
PRISMM-Bench: A Benchmark of Peer-Review Grounded Multimodal Inconsistencies
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3413
Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3605
Reducing Contextual Stochastic Bilevel Optimization via Structured Function Approximation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3414
Event-T2M: Event-level Conditioning for Complex Text-to-Motion Synthesis
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3415
VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3416
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3417
Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3418
DAVE: A VLM Vision Encoder for Document Understanding and Web Agents
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3308
SpareTrain: Fault-Tolerant LLM Training via Low-Cost Dual Modular Redundancy
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3517
Reasoning-Aligned Perception Decoupling for Scalable Multi-modal Reasoning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4206
Long-Context Attention Benchmark: From Kernel Efficiency to Distributed Context Parallelism
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3516
A Training-Free Framework for Long Video Understanding via Video-Query-Options Similarity
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3515
Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3514
MetaCaptioner: Towards Generalist Visual Captioning with Open-source Suites
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3512
ProxyThinker: Test-Time Guidance through Small Visual Reasoners
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3511
Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3510
RayI2P: Learning Rays for Image-to-Point Cloud Registration
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3509
PTNET: A PROPOSAL-CENTRIC TRANSFORMER NET- WORK FOR 3D OBJECT DETECTION
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3508
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3507
Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3506
CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3505
CircuitSense: A Hierarchical MLLM Benchmark Bridging Visual Comprehension and Symbolic Reasoning in Engineering Design Process
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3504
Panoptic Pairwise Distortion Graph
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3503
BioCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3502
EventFlash: Towards Efficient MLLMs for Event-Based Vision
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3501
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3601
PAGE-4D: Disentangled Pose and Geometry Estimation for VGGT-4D Perception
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3602
M$^2$-Miner: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3603
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3604
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3013
Perception-R1: Advancing Multimodal Reasoning Capabilities of MLLMs via Visual Perception Reward
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3606
VTool-R1: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3607
3D Aware Region Prompted Vision Language Model
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3608
Talking Points: Describing and Localizing Pixels
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3609
Tell me Habibi, is it Real or Fake?
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3610
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3302
Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3611
LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3612
Catching the Details: Self-Distilled RoI Predictors for Fine-Grained MLLM Perception
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3613
Nüwa: Mending the Spatial Integrity Torn by VLM Token Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3614
Lightweight Spatio-Temporal Modeling via Temporally Shifted Distillation for Real-Time Accident Anticipation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3615
NePTune: A Neuro-Pythonic Framework for Tunable Compositional Reasoning on Vision-Language
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3616
Plug, Play, and Fortify: A Low-Cost Module for Robust Multimodal Image Understanding Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3617
Language-guided Open-world Video Anomaly Detection under Weak Supervision
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3618
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3718
Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3717
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3716
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3715
VideoAnchor: Reinforcing Subspace-Structured Visual Cues for Coherent Visual-Spatial Reasoning
[
Slides]
[
OpenReview]
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3714
Where’s the Chicken? Unpacking Spatial Awareness in Vision-Language Models
[
Poster]
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3713
MobileCLIP2: Improving Multi-Modal Reinforced Training
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3712
PartSAM: A Scalable Promptable Part Segmentation Model Trained on Native 3D Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3711
Object-Centric Refinement for Enhanced Zero-Shot Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3710
Adaptive Augmentation-Aware Latent Learning for Robust LiDAR Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3709
Rethinking Model Calibration through Spectral Entropy Regularization in Medical Image Segmentation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3708
GOOD: Geometry-guided Out-of-Distribution Modeling for Open-set Test-time Adaptation in Point Cloud Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3707
ASMIL: Attention-Stabilized Multiple Instance Learning for Whole-Slide Imaging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3706
NatADiff: Adversarial Boundary Guidance for Natural Adversarial Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3705
Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3704
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3703
PSP: Prompt-Guided Self-Training Sampling Policy for Active Prompt Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3702
EnvSocial-Diff: A Diffusion-Based Crowd Simulation Model with Environmental Conditioning and Individual-Group Interaction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3701
GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3801
Low-Latency Neural LiDAR Compression with 2D Context Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3802
Distributional Consistency Loss: Beyond Pointwise Data Terms in Inverse Problems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3803
Maximizing Asynchronicity in Event-based Neural Networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3804
Text-Aware Image Restoration with Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3805
Designing Affine-Invariant Neural Networks for Photometric Corruption Robustness and Generalization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3806
ForestPersons: A Large-Scale Dataset for Under-Canopy Missing Person Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3807
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3808
SceneStreamer: Continuous Scenario Generation as Next Token Group Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3809
Exploring Real-Time Super-Resolution: Benchmarking and Fine-Tuning for Streaming Content
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3810
Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3811
Quartet of Diffusions: Structure-Aware Point Cloud Generation through Part and Symmetry Guidance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3812
Energy-oriented Diffusion Bridge for Image Restoration with Foundational Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3813
Seeing What’s Wrong: A Trajectory-Guided Approach to Caption Error Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3814
Spherical Watermark: Encryption-Free, Lossless Watermarking for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3815
Loc$^{2}$: Interpretable Cross-View Localization via Depth-Lifted Local Feature Matching
[
Poster]
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3816
DNOD: Deformable Neural Operators for Object Detection in SAR Images
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3817
The Gaussian-Head OFL Family: One-Shot Federated Learning from Client Global Statistics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3818
Federated Learning of Quantile Inference under Local Differential Privacy
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3918
HiddenEcho: Mitigating Noise Amplification in Differentially Private LLMs with Hidden-State Correction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3917
DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3916
Flattery, Fluff, and Fog: Diagnosing and Mitigating Idiosyncratic Biases in Preference Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3915
Transferable and Stealthy Adversarial Attacks on Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3914
Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3913
Revisiting Confidence Calibration for Misclassification Detection in VLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3912
Enhancing Trustworthiness of Fine-Tuned LLMs via Regularized Subset Selection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3911
TriQDef: Disrupting Semantic and Gradient Alignment to Prevent Adversarial Patch Transferability in Quantized Neural Networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3910
Fair Conformal Classification via Learning Representation-Based Groups
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3909
Hubble: a Model Suite to Advance the Study of LLM Memorization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3908
Mechanistic Detection and Mitigation of Hallucination in Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3907
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3906
LiteGuard: Efficient Task-Agnostic Model Fingerprinting with Enhanced Generalization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3905
PateGAIL++: Utility Optimized Private Trajectory Generation with Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3904
Ice Cream Doesn’t Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3903
JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3902
On Fairness of Task Arithmetic: The Role of Task Vectors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3901
CheckMate! Watermarking Graph Diffusion Models in Polynomial Time
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4001
Disrupting Hierarchical Reasoning: Adversarial Protection for Geographic Privacy in Multimodal Reasoning Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4002
PLAGUE: Plug-and-play framework for Lifelong Adaptive Generation of mUlti-turn jailbrEaks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4003
Your Language Model Secretly Contains Personality Subnetworks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4004
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4005
Explainable Mixture Models through Differentiable Rule Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4006
On the Impact of the Utility in Semivalue-based Data Valuation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4007
Evaluating SAE interpretability without generating explanations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4008
Latent Concept Disentanglement in Transformer-based Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4009
Hierarchical Concept-based Interpretable Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4010
Reward Models Inherit Value Biases from Pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4011
Learning for Highly Faithful Explainability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4012
Task Vectors, Learned Not Extracted: Performance Gains and Mechanistic Insights
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4013
PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4014
Neuron-Level Analysis of Cultural Understanding in Large Language Models
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4015
Learning to Weight Parameters for Training Data Attribution
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4016
Uncovering Conceptual Blindspots in Generative Image Models Using Sparse Autoencoders
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4017
Circuit Insights: Towards Interpretability Beyond Activations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4018
Steering Evaluation-Aware Language Models To Act Like They Are Deployed
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4118
Evaluating Data Influence in Meta Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4117
When Agents “Misremember” Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4116
Explainable LLM Unlearning through Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4115
THE SELF-RE-WATERMARKING TRAP: FROM EXPLOIT TO RESILIENCE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4114
Bi-directional Bias Attribution: Debiasing Large Language Models without Modifying Prompts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4113
FaLW: A Forgetting-aware Loss Reweighting for Long-tailed Unlearning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4112
Token-level Data Selection for Safe LLM Fine-tuning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4111
RESCUE: Retrieval Augmented Secure Code Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4110
Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM Judges
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4109
Benchmarking Overton Pluralism in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4108
Monitoring Decomposition Attacks with Lightweight Sequential Monitors
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4107
JailbreakLoRA: Your Downloaded LoRA from Sharing Platforms might be Unsafe
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4106
Spectrum Tuning: Post-Training for Distributional Coverage and In-Context Steerability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4105
Reasoning Boosts Opinion Alignment in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4104
A2ASecBench: A Protocol-Aware Security Benchmark for Agent-to-Agent Multi-Agent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4103
Fed-Duet: Dual Expert-Orchestrated Framework for Continual Federated Vision-Language Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4102
Residual Feature Integration is Sufficient to Prevent Negative Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4101
On the Bayes Inconsistency of Disagreement Discrepancy Surrogates
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4201
TangleScore: Tangle-Guided Purge and Imprint for Unstructured Knowledge Editing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4202
Naming to Learn: Class Incremental Learning for Vision-Language Model with Unlabeled Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4204
General search techniques without common knowledge for imperfect-information games, and application to superhuman Fog of War chess
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4205
Bi-Criteria Metric Distortion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4207
Learning-Augmented Moment Estimation on Time-Decay Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4208
Non-Asymptotic Analysis of (Sticky) Track-and-Stop
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4209
Quantum machine learning advantages beyond hardness of evaluation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4210
Achieving Approximate Symmetry Is Exponentially Easier than Exact Symmetry
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4211
Dataset Distillation for Memorized Data: Soft Labels can Leak Held-Out Teacher Knowledge
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4212
Toward Practical Equilibrium Propagation: Brain-inspired Recurrent Neural Network with Feedback Regulation and Residual Connections
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4213
Subquadratic Algorithms and Hardness for Attention with Any Temperature
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4214
Near-Optimal Sample Complexity Bounds for Constrained Average-Reward MDPs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4215
Mitigating the Curse of Detail: Scaling Arguments for Feature Learning and Sample Complexity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4216
Non-Clashing Teaching in Graphs: Algorithms, Complexity, and Bounds
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4217
Bandit Learning in Matching Markets Robust to Adversarial Corruptions
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5311
Gistify: Codebase-Level Understanding via Runtime Execution
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4218
The Price of Robustness: Stable Classifiers Need Overparameterization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4318
Sparling: End-to-End Spatial Concept Learning via Extremely Sparse Activations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4317
Signal in the Noise: Polysemantic Interference Transfers and Predicts Cross-Model Influence
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4316
LinguaMap: Which Layers of LLMs Speak Your Language and How to Tune Them?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4315
Mapping Semantic & Syntactic Relationships with Geometric Rotation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4314
Bilinear representation mitigates reversal curse and enables consistent model editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4313
Feature segregation by signed weights in artificial vision systems and biological models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4312
The Geometry of Reasoning: Flowing Logics in Representation Space
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4311
Internal Planning in Language Models: Characterizing Horizon and Branch Awareness
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4310
Automated Interpretability Metrics Do Not Distinguish Trained and Random Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4309
NIMO: a Nonlinear Interpretable MOdel
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4308
Unveiling Super Experts in Mixture-of-Experts Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4307
Structural Inference: Interpreting Small Language Models with Susceptibilities
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4306
A Hidden Semantic Bottleneck in Conditional Embeddings of Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4305
Causal Interpretation of Neural Network Computations with Contribution Decomposition
[
OpenReview]
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4304
Performative Prediction made practical
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4303
Gradient Descent with Large Step Sizes: Chaos and Fractal Convergence Region
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4302
Explaining Grokking and Information Bottleneck through Neural Collapse Emergence
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4301
Towards Efficient Constraint Handling in Neural Solvers for Routing Problems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4401
Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4402
Communication-Efficient Decentralized Optimization via Double-Communication Symmetric ADMM
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4403
Minor First, Major Last: A Depth-Induced Implicit Bias of Sharpness-Aware Minimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5306
Risk-Sensitive Agent Compositions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4404
Online Black-Box Prompt Optimization with Regret Guarantees under Noisy Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4405
Softmax is not Enough (for Adaptive Conformal Classification)
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4406
Revisiting Nonstationary Kernel Design for Multi-Output Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4407
An Optimal Diffusion Approach to Quadratic Rate-Distortion Problems: New Solution and Approximation Methods
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4408
Smooth Calibration Error: Uniform Convergence and Functional Gradient Analysis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4409
HOTA: Hamiltonian framework for Optimal Transport Advection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5304
Conjuring Semantic Similarity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4410
Inference-Time Scaling of Discrete Diffusion Models via Importance Weighting and Optimal Proposal Design
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4411
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4412
Skill Learning via Policy Diversity Yields Identifiable Representations for Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4413
Q-Learning with Fine-Grained Gap-Dependent Regret
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5307
Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4414
Minimax Optimal Adversarial Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4415
Solving General-Utility Markov Decision Processes in the Single-Trial Regime with Online Planning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4416
MCbiF: Measuring Topological Autocorrelation in Multiscale Clusterings via 2-Parameter Persistent Homology
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3518
From Curiosity to Caution: Mitigating Reward Hacking for Best-of-$N$ with Pessimism
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4417
Hierarchical Multi-Stage Recovery Framework for Kronecker Compressed Sensing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4418
Toward Conservative Planning from Human-AI Preferences in Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4518
Flow Actor-Critic for Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4517
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4516
Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4515
GAS: Enhancing Reward-Cost Balance of Generative Model-assisted Offline Safe RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4514
Keep the Best, Forget the Rest: Reliable Alignment with Order-Aware Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4513
Cross-Embodiment Offline Reinforcement Learning for Heterogeneous Robot Datasets
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4512
Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4511
Occupancy Reward Shaping: Improving Credit Assignment for Offline Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4510
Guided Flow Policy: Learning from High-Value Actions in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4509
One-Step Flow Q-Learning: Addressing the Diffusion Policy Bottleneck in Offline Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4508
Polychromic Objectives for Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4507
Learning to Reason as Action Abstractions with Scalable Mid-Training RL
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4506
Reinforcement Mid-Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4504
Optimistic Task Inference for Behavior Foundation Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4503
Cross-Domain Policy Optimization via Bellman Consistency and Hybrid Critics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4502
Scalable Exploration for High-Dimensional Continuous Control via Value-Guided Flow
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4501
Bridging Successor Measure and Online Policy Learning with Flow Matching-Based Representations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4601
From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4602
Search Self-Play: Pushing the Frontier of Agent Capability without Supervision
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4603
Transitive RL: Value Learning via Divide and Conquer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4604
Mastering Sparse CUDA Generation through Pretrained Models and Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4605
Structured Reasoning for LLMs: A Unified Framework for Efficiency and Explainability
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4606
TD-JEPA: Latent-predictive Representations for Zero-Shot Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4607
Universal Value-Function Uncertainties
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4608
Temporal Representations for Exploration: Learning Complex Exploratory Behavior without Extrinsic Rewards
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4609
RiskPO: Risk-based Policy Optimization with Verifiable Reward for LLM Post-Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4610
RoboMD: Uncovering Robot Vulnerabilities through Semantic Potential Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4611
QuRL: Rubrics As Judge For Open-Ended Question Answering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4612
Ego-Foresight: Self-supervised Learning of Agent-Aware Representations for Improved RL
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4613
Relative Entropy Pathwise Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4614
Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns
[
Slides]
[
Poster]
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4615
Multi-Bellman operator for convergence of Q-learning with linear function approximation
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4616
On Discovering Algorithms for Adversarial Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4617
Imitation Learning as Return Distribution Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4618
Opponent Shaping in LLM Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4718
Off-Trajectory Reasoning: Can LLMs Collaborate on Reasoning Trajectories?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4717
Safe Continuous-time Multi-Agent Reinforcement Learning via Epigraph Form
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4716
GuidedSampling: Steering LLMs Towards Diverse Candidate Solutions at Inference-Time
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4715
Emergent Coordination in Multi-Agent Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4714
Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4713
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4712
From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4711
STAIRS-Former: Spatio-Temporal Attention with Interleaved Recursive Structure TransFormer for Offline Mulit-task Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4710
Best-of-Infinity: Asymptotic Performance of Test-Time LLM Ensembling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4709
HiPO: Self-Hint Policy Optimization for RLVR
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4708
DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4707
Is Pure Exploitation Sufficient in Exogenous MDPs with Linear Function Approximation?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4706
Text2Grad: Reinforcement Learning from Natural Language Feedback
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4705
Combinatorial Rising Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4704
R2-Dreamer: Redundancy-Reduced World Models without Decoders or Augmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4703
Revisiting Matrix Sketching in Linear Bandits: Achieving Sublinear Regret via Dyadic Block Sketching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4203
Compositional Visual Planning via Inference-Time Diffusion Scaling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4702
Mathesis: Towards Formal Theorem Proving from Natural Languages
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4701
Temperature as a Meta-Policy: Adaptive Temperature in LLM Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4801
Flow Matching with Injected Noise for Offline-to-Online Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4802
Code Driven Planning with Domain-Adaptive Selector
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4803
Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5308
Zero-Overhead Introspection for Adaptive Test-Time Compute
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4804
GTool: Graph Enhanced Tool Planning with Large Language Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4805
Automating the Refinement of Reinforcement Learning Specifications
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4806
ExoPredicator: Learning Abstract Models of Dynamic Worlds for Robot Planning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4807
Test-Time Alignment for Large Language Models via Textual Model Predictive Control
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4808
Stackelberg Learning from Human Feedback: Preference Optimization as a Sequential Game
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4809
HARDTESTGEN: A High-Quality RL Verifier Generation Pipeline for LLM Algorithimic Coding
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4810
Efficient Morphology-Control Co-Design via Stackelberg Proximal Policy Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4811
Bayesian Ensemble for Sequential Decision-Making
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4812
Balancing the Experts: Unlocking LoRA-MoE for GRPO via Mechanism-Aware Rewards
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4813
Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4814
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4815
WIMLE: Uncertainty‑Aware World Models with IMLE for Sample‑Efficient Continuous Control
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4816
Breaking Barriers: Do Reinforcement Post Training Gains Transfer To Unseen Domains?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4817
On the Tension Between Optimality and Adversarial Robustness in Policy Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4818
WorldGym: World Model as An Environment for Policy Evaluation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4918
Scaling Large Vision-Language Model RL Training via Efficient Load Balancing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4917
StoryAlign: Evaluating and Training Reward Models for Story Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4916
One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4915
Automated Stateful Specialization for Adaptive Agent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4914
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4913
SUSD: Structured Unsupervised Skill Discovery through State Factorization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4912
EffiVMT: Video Motion Transfer via Efficient Spatial-Temporal Decoupled Finetuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4911
Adaptive Conformal Prediction via Mixture-of-Experts Gating Similarity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4910
Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4909
AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4908
Beyond Magnitude: Leveraging Direction of RLVR Updates for LLM Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4907
On the Predictive Power of Representation Dispersion in Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4906
Terminal Velocity Matching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4905
Learning to Segment for Vehicle Routing Problems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4904
Latent Fourier Transform
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4903
LongLive: Real-time Interactive Long Video Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4902
Distribution-Aware Multi-Granularity Phase Coding: Towards Lower Conversion Error for Spike-Driven Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4901
Robust Decision-Making with Partially Calibrated Forecasters
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5001
Learning to Reason over Continuous Tokens with Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5002
Slicing Wasserstein over Wasserstein via Functional Optimal Transport
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5003
SCI-Verifier: Scientific Verifier with Thinking
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5004
Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5005
C-Evolve: Consensus-based Evolution for Prompt Groups
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5006
Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5007
Statistical Guarantees for Offline Domain Randomization
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5008
STEM: SCALING TRANSFORMERS WITH EMBEDDING MODULES
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5009
MiSS: Revisiting the Trade-off in LoRA with an Efficient Shard-Sharing Structure
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3513
RLP: Reinforcement as a Pretraining Objective
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5010
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5011
In-Context Watermarks for Large Language Models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5012
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5013
How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5014
Comparing the learning dynamics of in-context learning and fine-tuning in language models
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5015
CE-Nav: Flow-Guided Reinforcement Refinement for Cross-Embodiment Local Navigation
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5016
Hallucination Reduction with CASAL: Contrastive Activation Steering for Amortized Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5017
Fair Reinforcement Learning for Just AI
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5018
Reliable Weak-to-Strong Monitoring of LLM Agents
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5118
SpatialHand: Generative Object Manipulation from 3D Prespective
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5117
RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5116
Jailbreak Transferability Emerges from Shared Representations
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5115
Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5114
InclusiveVidPose: Bridging the Pose Estimation Gap for Individuals with Limb Deficiencies in Video-Based Motion
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5113
Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5112
Extending the Context of Pretrained LLMs by Dropping Their Positional Embedding
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5111
The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5110
A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5109
Near-Optimal Second-Order Guarantees for Model-Based Adversarial Imitation Learning
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5108
WholeBodyVLA: Towards Unified Latent VLA for Whole-body Loco-manipulation Control
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5107
References Improve LLM Alignment in Non-Verifiable Domains
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5106
Video-STAR: Reinforcing Open-Vocabulary Action Recognition with Tools
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5105
Empowering LLM Tool Invocation with Tool-call Reward Model
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5104
AutoDrive-R²: Incentivizing Reasoning and Self-Reflection Capacity for VLA Model in Autonomous Driving
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5103
CARD: Towards Conditional Design of Multi-agent Topological Structures
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5102
Semi-Parametric Contextual Pricing with General Smoothness
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5101
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5201
MobileLLM-R1: Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5202
R1-Code-Interpreter: LLMs Reason with Code via Supervised and Multi-stage Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5203
Gradient-Normalized Smoothness for Optimization with Approximate Hessians
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5204
Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5205
Rethinking Causal Mask Attention for Vision-Language Inference
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Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5206
BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5207
Conditional Advantage Estimation for Reinforcement Learning in Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5208
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5209
RATE-DISTORTION OPTIMIZED PRAGMATIC COMMUNICATION FOR COLLABORATIVE PERCEPTION
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5210
TEMPFLOW-GRPO: WHEN TIMING MATTERS FOR GRPO IN FLOW MODELS
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Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5211
RAG4DMC: Retrieval-Augmented Generation for Data-Level Modality Completion
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5212
Diffusion Language Models are Provably Optimal Parallel Samplers
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5213
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5214
Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation
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Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5215
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5216
Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5217
Can LLMs Move Beyond Short Exchanges to Realistic Therapy Conversations?
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5218
On The Geometry and Topology of Representations: the Manifolds of Modular Addition
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5318
CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5317
SynCoGen: Synthesizable 3D Molecule Generation via Joint Reaction and Coordinate Modeling
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Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5316
Disco: Densely-overlapping Cell Instance Segmentation via Adjacency-aware Collaborative Coloring
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Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5315
AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism
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Poster]
[
OpenReview]
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5313
Square Peg, Round Hole: Plugging Non-Sequential Data into Sequential Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5310
Divide and Abstract: Autoformalization via Decomposition and Abstraction Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5314
Query-Level Uncertainty in Large Language Models
[
Poster]
[
OpenReview]
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