DSWorld: A Data Science World Model for Efficient Autonomous Agents Paper • 2607.15901 • Published 19 days ago • 12
Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training Paper • 2607.01232 • Published Jul 2 • 8
PoseShield: Neural Collision Fields for Human Self-Collision Resolution Paper • 2606.29686 • Published Jun 29 • 6
Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding Paper • 2605.29707 • Published May 28 • 152
SOCO: Benchmarking Semantic Object Correspondence in Vision Foundation Models Paper • 2605.31597 • Published May 29 • 8
Rethinking Muon Beyond Pretraining: Spectral Failures and High-Pass Remedies for VLA and RLVR Paper • 2605.19282 • Published May 19 • 9
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 196
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published May 7 • 238
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published May 3 • 171
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 243
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 330
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 510
ActionParty: Multi-Subject Action Binding in Generative Video Games Paper • 2604.02330 • Published Apr 2 • 6
Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting Paper • 2603.25745 • Published Mar 26 • 16