Concept-Based Dictionary Learning for Inference-Time Safety in Vision Language Action Models

Siqi Wen, Shu Yang, Shaopeng Fu +3

Vision Language Action (VLA) models close the perception action loop by translating multimodal instructions into executable behaviors, but this very capability magnifies safety ris…