Julien Colin

CRAFT: Concept Recursive Activation FacTorization for Explainability

2022 · arXiv (Cornell University)

Attribution methods, which employ heatmaps to identify the most influential regions of an image that impact model decisions, have gained widespread popularity as a type of explainability method. However, recent research has exposed the limited …