FabriVLA: A Lightweight Vision-Language-Action Model with Conformal Action Chunk Uncertainty

Shiyuan Yang, Borong Zhang, Jizheng Zhang +5

Vision-Language-Action (VLA) models have become a leading paradigm for general purpose robotic manipulation, but their computational cost and limited uncertainty awareness hinder p…