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

arXiv:2610.24590v1 Announce Type: cross Abstract: Vision-Language-Action (VLA) models offer a promising paradigm for autonomous driving. However, the massive parameter scale of VLAs strains onboard computational resources during real-time inference. This direc