Scene-Adaptive VLA: Efficient Autonomous Driving via Dynamic Layer Routing

Yujia Yang, Quan Yuan, Jiawei Fan +5

Vision-Language-Action (VLA) models offer a promising paradigm for autonomous driving. However, the massive parameter scale of VLAs strains onboard computational resources during r…