Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding

Nuoye Xiong, Anqi Dong, Ning Wang +5

Recent advances in deep learning have led to increasingly complex models with deeper layers and more parameters, reducing interpretability and making their decisions harder to unde…