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updated list (will be updated ) (1) “Why Should I Trust You?” Explaining the Predictions of Any Classifier 2016 (Link) (2) Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization 2016 (LINK) (3) Attention Branch Network: Learning of Attention Mechanism for Visual Explanation 2019 (Link)