The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 8 days ago • 48
VDE Bench: Evaluating The Capability of Image Editing Models to Modify Visual Documents Paper • 2602.00122 • Published 19 days ago • 11
ScaleNav: Scalable Internet Video Pretraining for Language-Conditioned Local Navigation Paper • 2610.25690 • Published 15 days ago • 42
EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents Paper • 2610.13021 • Published 25 days ago • 34
On-Policy Parameter Update Direction Underlies Generalization in LLM Post-Training Paper • 2609.36659 • Published Sep 29 • 16
Video Generation Models: A Survey of Post-Training and Alignment Paper • 2610.00812 • Published Sep 30 • 23
A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review Paper • 2609.39027 • Published Sep 30 • 21
RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement Paper • 2609.39045 • Published Sep 30 • 48
Raven: The Harness of Harnesses for Composable Agentic Intelligence Paper • 2609.33439 • Published Sep 27 • 120
CoWindow Attention: Full Causal Coverage Is a Collective Property Paper • 2609.32704 • Published Sep 26 • 23
MassAlloc Attention: Let Attention Allocate Its Own Compute Paper • 2609.32712 • Published Sep 26 • 30
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 99
It Takes Two to Match: Co-Evolving Generative Retriever with Reinforcement Learning Paper • 2609.00638 • Published Sep 1 • 42
SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers Paper • 2609.01343 • Published Sep 1 • 65
UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City Paper • 2608.27456 • Published Aug 27 • 55
Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL Paper • 2608.17253 • Published Aug 19 • 49
Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements Paper • 2608.17310 • Published Aug 18 • 72
How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review Paper • 2608.08975 • Published Aug 10 • 21