Truncate or Not? A Scaling Study of Looped Transformers with Truncated Backpropagation Paper • 2610.26030 • Published 9 days ago • 28
PhysEvolve: Verifier-grounded Self-evolution for Physical Reasoning with Executable Worlds Paper • 2610.34921 • Published 3 days ago • 3
ChronoReplay: One Answer Interface Is Not Enough for Streaming Spatial Intelligence Paper • 2610.34283 • Published 4 days ago • 364
Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation Paper • 2610.21601 • Published 14 days ago • 225
Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability Paper • 2610.08448 • Published 23 days ago • 111
LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes Paper • 2609.03796 • Published Sep 3 • 114
Compile by Training: Turning Natural-Language Specifications into Local Neural Functions Paper • 2609.04199 • Published Sep 3 • 273
Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments Paper • 2609.04148 • Published Sep 3 • 94
DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning Paper • 2605.25604 • Published May 25 • 49
VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models Paper • 2509.19803 • Published Sep 24, 2025 • 85