Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification

Martin Charachon, Céline Hudelot, Paul-Henry Cournède +2

Explaining decisions of black-box classifiers is paramount in sensitive domains such as medical imaging since clinicians confidence is necessary for adoption. Various explanation a…