Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces

Kamran Alipour, Aditya Lahiri, Ehsan Adeli +2

Despite their high accuracies, modern complex image classifiers cannot be trusted for sensitive tasks due to their unknown decision-making process and potential biases. Counterfact…