Saliency strikes back: How filtering out high frequencies improves white-box explanations

Sabine Muzellec, Thomas Fel, Victor Boutin +3

Attribution methods correspond to a class of explainability methods (XAI) that aim to assess how individual inputs contribute to a model's decision-making process. We have identifi…