Omni-Woodpecker: Hallucination Correction via Evidence-Prior Rebalancing for Omni LLMs Paper • 2610.27103 • Published 12 days ago • 41
ScaleNav: Scalable Internet Video Pretraining for Language-Conditioned Local Navigation Paper • 2610.25690 • Published 12 days ago • 92
EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents Paper • 2610.13021 • Published 22 days ago • 74
On-Policy Parameter Update Direction Underlies Generalization in LLM Post-Training Paper • 2609.36659 • Published Sep 29 • 88
Video Generation Models: A Survey of Post-Training and Alignment Paper • 2610.00812 • Published about 1 month ago • 63
A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review Paper • 2609.39027 • Published about 1 month ago • 78
RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement Paper • 2609.39045 • Published about 1 month ago • 92
Raven: The Harness of Harnesses for Composable Agentic Intelligence Paper • 2609.33439 • Published Sep 27 • 660
CoWindow Attention: Full Causal Coverage Is a Collective Property Paper • 2609.32704 • Published Sep 26 • 67
MassAlloc Attention: Let Attention Allocate Its Own Compute Paper • 2609.32712 • Published Sep 26 • 76
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 154
It Takes Two to Match: Co-Evolving Generative Retriever with Reinforcement Learning Paper • 2609.00638 • Published Sep 1 • 67
SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers Paper • 2609.01343 • Published Sep 1 • 91
UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City Paper • 2608.27456 • Published Aug 27 • 85
Running Featured 562 Agent Memory Leaderboard 🧠 562 Unified memory evaluation · Results expected August 12.
Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL Paper • 2608.17253 • Published Aug 19 • 95