Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMs Paper • 2610.36671 • Published 12 days ago • 117
Eat Your Precision: Precision Objective Mitigates Reward Hacking in Rubric-based RL Paper • 2610.33512 • Published 15 days ago • 35
Learning the 4D World through Point Trajectory Forecasting Paper • 2610.28594 • Published 19 days ago • 51
RLHND: Video Foundation Models as Physically Grounded Hand Trackers for Robot Learning Paper • 2610.09455 • Published Oct 7 • 22
FlowTool: Controlling Tool Parameter in Image Retouching via Flow Matching Paper • 2609.35673 • Published Sep 28 • 31
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published Sep 29 • 38
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Paper • 2609.07064 • Published Sep 7 • 61
J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data Paper • 2608.26582 • Published Aug 27 • 41
TRIAGE: Dialectical LLM Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series Paper • 2606.09030 • Published Oct 1 • 28
Who Should Lead Decoding Now? Tracking Reliable Trajectories for Ensembling Masked Diffusion Language Models Paper • 2606.16281 • Published Jun 15 • 33
Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video Paper • 2605.15182 • Published May 14 • 40
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models Paper • 2605.08735 • Published May 9 • 72