Risk-Adaptive Edge--Cloud Visual Reasoning for Communication-Efficient Autonomous Driving

Meng Ma, Shuyang Li, Naigang Wang +1

Cloud-hosted vision-language models (VLMs) offer greater contextual reasoning capabilities than smaller onboard models, but frequent visual uploads increase communication overhead…