FROST-Drive: Scalable and Efficient End-to-End Driving with a Frozen Vision Encoder

Zeyu Dong, Yimin Zhu, Yu Wu +1

End-to-end (E2E) models in autonomous driving aim to directly map sensor inputs to control commands, but their ability to generalize to novel and complex scenarios remains a key ch…