More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning Paper • 2610.19789 • Published 20 days ago • 51
VisionWeave: Weaving Elastic Visual Representations as a Native Capability of MLLMs Paper • 2610.07987 • Published 28 days ago • 64
CoEvoWhen: Policy-Tool Coevolution for Ultra-Long Video Temporal Grounding Paper • 2609.40048 • Published Sep 30 • 15
CoEvoWhen: Policy-Tool Coevolution for Ultra-Long Video Temporal Grounding Paper • 2609.40048 • Published Sep 30 • 15
OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue Paper • 2609.21465 • Published Sep 18 • 68
Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence Paper • 2608.12743 • Published Aug 13 • 37
Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence Paper • 2608.12743 • Published Aug 13 • 37
MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism Paper • 2606.07512 • Published Jun 5 • 41
Where to Look: Can Foundation Models Reach a Target Viewpoint Through Active Exploration? Paper • 2606.01247 • Published May 31 • 29
Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching Paper • 2606.03577 • Published Jun 2 • 17
Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching Paper • 2606.03577 • Published Jun 2 • 17
AGILE: Hand-Object Interaction Reconstruction from Video via Agentic Generation Paper • 2602.04672 • Published Feb 4 • 4
Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching Paper • 2606.03577 • Published Jun 2 • 17