Can LLMs Learn to Reason Robustly under Noisy Supervision? Paper • 2604.03993 • Published 9 days ago • 42
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published 12 days ago • 461
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published 5 days ago • 265
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published 6 days ago • 304
MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping Paper • 2604.08364 • Published 5 days ago • 92
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published 11 days ago • 349
Memory-Augmented Vision-Language Agents for Persistent and Semantically Consistent Object Captioning Paper • 2603.24257 • Published 15 days ago • 6
CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence Paper • 2603.28032 • Published 14 days ago • 339