Look Where It Matters: Adaptive Visual Refinement for Vision-Language-Action Models

Jin Cui, Yanbin Hu, Xinyue Long +3

Visual representations of VLA models remain unreliable for spatially precise robotic manipulation. We uncover that vision encoders in VLAs also exhibit attention artifacts previous…