GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration Paper • 2605.31039 • Published May 29 • 46
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Paper • 2605.14892 • Published May 14 • 49
Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization Paper • 2605.13641 • Published May 13 • 51
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 196
AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents Paper • 2605.06607 • Published May 12 • 2
TextLDM: Language Modeling with Continuous Latent Diffusion Paper • 2605.07748 • Published May 8 • 26
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 116
SEIF: Self-Evolving Reinforcement Learning for Instruction Following Paper • 2605.07465 • Published May 8 • 30
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published May 7 • 237