Explaining Image Classifiers by Counterfactual Generation

Chun-Hao Chang, Elliot Creager, Anna Goldenberg +1

When an image classifier makes a prediction, which parts of the image are relevant and why? We can rephrase this question to ask: which parts of the image, if they were not seen by…