Measuring the (Un)Faithfulness of Concept-Based Explanations

Shubham Kumar, Narendra Ahuja

Deep vision models perform input-output computations that are hard to interpret. Concept-based explanation methods (CBEMs) increase interpretability by re-expressing parts of the m…