Fenil R. Doshi

Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models

Humans are able to recognize objects based on both local texture cues and the configuration of object parts, yet contemporary vision models primarily harvest local texture cues, yielding brittle, non-compositional features. Work on shape-vs-texture bias has pitted shape and texture representations i…