Aditi Mishra

ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective

2022 · arXiv (Cornell University)

Traditional deep learning interpretability methods which are suitable for model users cannot explain network behaviors at the global level and are inflexible at providing fine-grained explanations. As a solution, concept-based explanations are gaining attention due …