Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models

Gregory Plumb, Nari Johnson, Ángel Alexander Cabrera +1

A growing body of work studies Blindspot Discovery Methods ("BDM"s): methods that use an image embedding to find semantically meaningful (i.e., united by a human-understandable con…