Rethinking Self-Evolving Agent Skills: Feedback Dynamics over Multiple Rounds Paper • 2608.02636 • Published Jul 31
WorldReward: Reward Modeling for Camera-Conditioned World Models Paper • 2609.03952 • Published 9 days ago • 26
WorldReward: Reward Modeling for Camera-Conditioned World Models Paper • 2609.03952 • Published 9 days ago • 26
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published Jul 16 • 172
Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published Jul 8 • 150
OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks Paper • 2606.29537 • Published Jun 28 • 25
Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games Paper • 2606.19338 • Published Jun 17 • 52
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published Jun 10 • 217
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion Paper • 2605.30265 • Published May 28 • 24
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion Paper • 2605.30265 • Published May 28 • 24
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion Paper • 2605.30265 • Published May 28 • 24
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation Paper • 2510.11063 • Published Oct 13, 2025 • 1
UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing Paper • 2602.02437 • Published Feb 2 • 80
DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing Paper • 2602.12205 • Published Feb 13 • 83
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation Paper • 2605.10912 • Published May 11 • 48
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction Paper • 2605.20110 • Published May 19 • 4
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction Paper • 2605.20110 • Published May 19 • 4