Representing visual classification as a linear combination of words

Shobhit Agarwal, Yevgeniy R. Semenov, William Lotter

Explainability is a longstanding challenge in deep learning, especially in high-stakes domains like healthcare. Common explainability methods highlight image regions that drive an…