R^2Orch: Recursive Self-Improvement for Agent Orchestration via Self-Play within a Skill-Internalization Loop Paper • 2610.22740 • Published 18 days ago • 49
VDE Bench: Evaluating The Capability of Image Editing Models to Modify Visual Documents Paper • 2602.00122 • Published 25 days ago • 11
ScaleNav: Scalable Internet Video Pretraining for Language-Conditioned Local Navigation Paper • 2610.25690 • Published 21 days ago • 39
EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents Paper • 2610.13021 • Published about 1 month ago • 30
On-Policy Parameter Update Direction Underlies Generalization in LLM Post-Training Paper • 2609.36659 • Published Sep 29 • 15
Video Generation Models: A Survey of Post-Training and Alignment Paper • 2610.00812 • Published Sep 30 • 21
A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review Paper • 2609.39027 • Published Sep 30 • 20
Raven: The Harness of Harnesses for Composable Agentic Intelligence Paper • 2609.33439 • Published Sep 27 • 100
CoWindow Attention: Full Causal Coverage Is a Collective Property Paper • 2609.32704 • Published Sep 26 • 18
How Far Are We from Removing the Visual Encoder? Scaling Laws for Encoder-Free Multimodal Pretraining Paper • 2609.35457 • Published Sep 28 • 60
MassAlloc Attention: Let Attention Allocate Its Own Compute Paper • 2609.32712 • Published Sep 26 • 26
AdaptVPR: Route-Aware Hard Positive Generation for Robust Visual Place Recognition Paper • 2609.04369 • Published Sep 3 • 3
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 98
It Takes Two to Match: Co-Evolving Generative Retriever with Reinforcement Learning Paper • 2609.00638 • Published Sep 1 • 39
SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers Paper • 2609.01343 • Published Sep 1 • 63
UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City Paper • 2608.27456 • Published Aug 27 • 54