ConceptFlow: Hierarchical and Fine-grained Concept-Based Explanation for Convolutional Neural Networks

Xinyu Mu, Hui Dou, Furao Shen +1

Concept-based interpretability for Convolutional Neural Networks (CNNs) aims to align internal model representations with high-level semantic concepts, but existing approaches larg…