ENCP: Episode-Normalized Conformal Prediction for Vision-and-Language Navigation

Vicky Feliren, A. Taufiq Asyhari, Muhamad Risqi U. Saputra

Uncertainty estimation for Vision-Language-Navigation (VLN) models is a critical task since it can help identify ambiguous and unreliable predictions, enabling agents to make safer…