Dual Exam: Controlled Evaluation of Multimodal Agents and World Models Paper • 2610.31066 • Published 14 days ago • 25
Orbia: Do Generated Videos Form a Consistent 3D World? Paper • 2610.20693 • Published 22 days ago • 33
SafeDriveVLA: Navigation-Conditioned World Model Dreaming for Conflict-Aware End-to-End Autonomous Driving Paper • 2610.20609 • Published 22 days ago • 8
Watch, Remember, Reason: Human-View Video Understanding with MLLMs Paper • 2606.07433 • Published Jun 5 • 21
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 151
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation Paper • 2604.18486 • Published Apr 20 • 94
Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future Paper • 2512.16760 • Published Dec 18, 2025 • 15
U4D: Uncertainty-Aware 4D World Modeling from LiDAR Sequences Paper • 2512.02982 • Published Dec 2, 2025 • 3
Scaling Spatial Intelligence with Multimodal Foundation Models Paper • 2511.13719 • Published Nov 17, 2025 • 51
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling Paper • 2511.11793 • Published Nov 14, 2025 • 197
Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations Paper • 2510.23607 • Published Oct 27, 2025 • 133
VideoLucy: Deep Memory Backtracking for Long Video Understanding Paper • 2510.12422 • Published Oct 14, 2025 • 1