A Causality-aware Infer-diagnose-refine Framework for Test-time Modality Adaptation in VLA Models

Haoyu Zhang, Yuwei Wu, Jin Chen +6

Vision-language-action (VLA) models predict sequential actions to execute tasks specified by language instructions, conditioned on visual observations and proprioceptive states. Ho…