Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models

Mateusz Michalkiewicz, Sheena Bai, Mahsa Baktashmotlagh +2

In this paper, we analyze the viewpoint stability of foundational models - specifically, their sensitivity to changes in viewpoint- and define instability as significant feature va…