Michihiro Kuroki

CE-FAM: Concept-Based Explanation via Fusion of Activation Maps

Although saliency maps can highlight important regions to explain the reasoning behind image classification in artificial intelligence (AI), the meaning of these regions is left to the user's interpretation. In contrast, concept-based explanations decompose AI predictions into human-understandable c…