Pre-Trained Vision Models as Perception Backbones for Safety Filters in Autonomous Driving

Yuxuan Yang, Hussein Sibai

End-to-end vision-based autonomous driving has achieved impressive success, but safety remains a major concern. The safe control problem has been addressed in low-dimensional setti…