TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs Paper • 2607.17423 • Published 6 days ago • 165
Length Penalties Make Chain-of-Thought Less Monitorable Paper • 2607.09786 • Published 17 days ago • 11
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published 9 days ago • 197
dOPSD: On-Policy Self-Distillation for Diffusion Language Models Paper • 2607.04428 • Published 20 days ago • 18
Learning to Move Before Learning to Do: Task-Agnostic pretraining for VLAs Paper • 2607.02466 • Published 23 days ago • 11
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players Paper • 2605.28816 • Published May 27 • 433
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 196
Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use Paper • 2605.14038 • Published May 13 • 15
DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off Paper • 2604.13902 • Published Apr 15 • 62
Training a Student Expert via Semi-Supervised Foundation Model Distillation Paper • 2604.03841 • Published Apr 4 • 11
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 329
MonitorBench: A Comprehensive Benchmark for Chain-of-Thought Monitorability in Large Language Models Paper • 2603.28590 • Published Mar 30 • 22
ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers Paper • 2603.24414 • Published Mar 25 • 183
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published Mar 20 • 353
Pixel-level Scene Understanding in One Token: Visual States Need What-is-Where Composition Paper • 2603.13904 • Published Mar 14 • 4