Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published 19 days ago • 87
Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms Paper • 2607.07769 • Published 20 days ago • 10
PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception Paper • 2606.28322 • Published Jun 26 • 43
PhyGenHOI: Physically-Aware 4D Generation of Dynamic Human-Object Interactions Paper • 2605.30268 • Published May 28 • 11
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs Paper • 2605.30611 • Published May 28 • 252
Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents Paper • 2605.30621 • Published May 28 • 23
TIDE: Efficient and Lossless MoE Diffusion LLM Inference with I/O-aware Expert Offload Paper • 2605.20179 • Published May 19 • 5
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 127
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 116
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems Paper • 2605.04018 • Published May 5 • 41
Communicating about Space: Language-Mediated Spatial Integration Across Partial Views Paper • 2603.27183 • Published Mar 28 • 20
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published Apr 3 • 639
Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models Paper • 2603.25716 • Published Mar 26 • 157
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning Paper • 2603.04597 • Published Mar 4 • 211
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models Paper • 2602.22859 • Published Feb 26 • 150
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs Paper • 2602.10388 • Published Feb 11 • 246