SOCO: Benchmarking Semantic Object Correspondence in Vision Foundation Models Paper • 2605.31597 • Published 5 days ago • 5
Rethinking Muon Beyond Pretraining: Spectral Failures and High-Pass Remedies for VLA and RLVR Paper • 2605.19282 • Published 15 days ago • 8
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published 22 days ago • 195
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published 27 days ago • 232
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published about 1 month ago • 166
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 242
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 326
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 504