Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors

Ruihan Zhang, Prashan Madumal, Tim Miller 0001, Krista A. Ehinger, Benjamin I. P. Rubinstein. Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 11682-11690, AAAI Press, 2021. [doi]

Abstract

Abstract is missing.