ViTaR: Visuo-Tactile Residual Adaptation for Foundation VLA Manipulation

Yi Wang, Renjun Wu, Jinyan Liu +1

As Vision-Language-Action (VLA) models scale toward real-world deployment, contact-rich manipulation exposes a critical blind spot: these policies encode broad visual-semantic prio…