GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps

2 September 2021

Papers citing "GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps"

6 / 6 papers shown

Title
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations Yehonatan Elisha Seffi Cohen Oren Barkan Noam Koenigstein FAtt 191 0 0 17 Nov 2025
Visual Explanations via Iterated Integrated AttributionsIEEE International Conference on Computer Vision (ICCV), 2023 Oren Barkan Yehonatan Elisha Yuval Asher Amit Eshel Noam Koenigstein FAtt XAI 124 25 0 28 Oct 2023
Learning to Explain: A Model-Agnostic Framework for Explaining Black Box ModelsIndustrial Conference on Data Mining (IDM), 2023 Oren Barkan Yuval Asher Amit Eshel Yehonatan Elisha Noam Koenigstein 156 6 0 25 Oct 2023
Deep Integrated ExplanationsInternational Conference on Information and Knowledge Management (CIKM), 2023 Oren Barkan Yehonatan Elisha Jonathan Weill Yuval Asher Amit Eshel Noam Koenigstein FAtt 250 7 0 23 Oct 2023
Interpreting BERT-based Text Similarity via Activation and Saliency MapsThe Web Conference (WWW), 2022 Itzik Malkiel Dvir Ginzburg Oren Barkan Avi Caciularu Jonathan Weill Noam Koenigstein 150 22 0 13 Aug 2022
Grad-SAM: Explaining Transformers via Gradient Self-Attention MapsInternational Conference on Information and Knowledge Management (CIKM), 2021 Oren Barkan Edan Hauon Avi Caciularu Ori Katz Itzik Malkiel Omri Armstrong Noam Koenigstein 145 55 0 23 Apr 2022