2 papers
cs.CV2026
Drive-JEPA: Video JEPA Meets Multimodal Trajectory Distillation for End-to-End Driving
Linhan Wang, Zichong Yang, Chen Bai +6
End-to-end autonomous driving increasingly leverages self-supervised video pretraining to learn transferable planning representations. However, pretraining video world models for s…
cs.RO2025
NavigScene: Bridging Local Perception and Global Navigation for Beyond-Visual-Range Autonomous Driving
Qucheng Peng, Chen Bai, Guoxiang Zhang +5
Autonomous driving systems have made significant advances in Q&A, perception, prediction, and planning based on local visual information, yet they struggle to incorporate broader n…