Targeted Visual Counterfactual Explanations for Contrastive Vision-Language Model

Van Bach Nguyen, Jörg Schlötterer, Christin Seifer

Current explanation methods for contrastive vision-language models such as CLIP mainly identify important regions without showing how to change the input in order to get a target p…