Nikolaos Spanos

V-CECE: Visual Counterfactual Explanations via Conceptual Edits

Recent black-box counterfactual generation frameworks fail to take into account the semantic content of the proposed edits, while relying heavily on training to guide the generation process. We propose a novel, plug-and-play black-box counterfactual generation framework, which suggests step-by-step…