Suhas G. Hegde

GUARD: Grounding Uncertainty and Ablation-Based Risk Detection for Diffusion-Based VLAs

The results show that directly probing action-head dependence on multimodal evidence provides a transferable failure signal across policies, tasks, embodiments, and domains.