Towards Human-Understandable Multi-Dimensional Concept Discovery

Arne Grobrügge, Niklas Kühl, Gerhard Satzger +1

Concept-based eXplainable AI (C-XAI) aims to overcome the limitations of traditional saliency maps by converting pixels into human-understandable concepts that are consistent acros…