A Simple Saliency Method That Passes the Sanity Checks

Arushi Gupta, Sanjeev Arora

There is great interest in "saliency methods" (also called "attribution methods"), which give "explanations" for a deep net's decision, by assigning a "score" to each feature/pixel…