From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation

2 code implementations • 7 Jun 2022 • Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun, Sebastian Bosse, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

In this work we introduce the Concept Relevance Propagation (CRP) approach, which combines the local and global perspectives and thus allows answering both the "where" and "what" questions for individual predictions.

Decision Making Explainable artificial intelligence +1