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

Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun +4

The field of eXplainable Artificial Intelligence (XAI) aims to bring transparency to today's powerful but opaque deep learning models. While local XAI methods explain individual pr…