Improving Robustness of Vision-Language-Action Models by Restoring Corrupted Visual Inputs

Daniel Yezid Guarnizo Orjuela, Leonardo Scappatura, Veronica Di Gennaro +3

Vision-Language-Action (VLA) models have emerged as a dominant paradigm for generalist robotic manipulation, unifying perception and control within a single end-to-end architecture…