Natural and Adversarial Error Detection using Invariance to Image Transformations

Yuval Bahat, Michal Irani, Gregory Shakhnarovich

We propose an approach to distinguish between correct and incorrect image classifications. Our approach can detect misclassifications which either occur $unintentionally$ ("na…