SurroCBM: Concept Bottleneck Surrogate Models for Generative Post-hoc Explanation

Bo Pan, Zhenke Liu, Yifei Zhang +1

Explainable AI seeks to bring light to the decision-making processes of black-box models. Traditional saliency-based methods, while highlighting influential data segments, often la…