GAM

Author:

Barkan Oren1,Armstrong Omri2,Hertz Amir3,Caciularu Avi4,Katz Ori5,Malkiel Itzik6,Koenigstein Noam6

Affiliation:

1. The Open University & Microsoft, Raanana, Israel

2. Tel-Aviv University, Tel-Aviv, Israel

3. Microsoft, Herzliya, Israel

4. Bar-Ilan University, Ramat Gan, Israel

5. Technion & Microsoft, Haifa, Israel

6. Microsoft & Tel-Aviv University, Tel-Aviv, Israel

Publisher

ACM

Reference32 articles.

1. Julius Adebayo Justin Gilmer Michael Muelly Ian Goodfellow Moritz Hardt and Been Kim. 2018. Sanity checks for saliency maps. In Advances in Neural Information Processing Systems. 9505--9515. Julius Adebayo Justin Gilmer Michael Muelly Ian Goodfellow Moritz Hardt and Been Kim. 2018. Sanity checks for saliency maps. In Advances in Neural Information Processing Systems. 9505--9515.

2. Emanuel Ben-Baruch Tal Ridnik Nadav Zamir Asaf Noy Itamar Friedman Matan Protter and Lihi Zelnik-Manor. 2020. Asymmetric Loss For Multi-Label Classification. arXiv:2009.14119 [cs.CV] Emanuel Ben-Baruch Tal Ridnik Nadav Zamir Asaf Noy Itamar Friedman Matan Protter and Lihi Zelnik-Manor. 2020. Asymmetric Loss For Multi-Label Classification. arXiv:2009.14119 [cs.CV]

3. Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks

4. Adapting Grad-CAM for Embedding Networks

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1. Toward explainable artificial intelligence: A survey and overview on their intrinsic properties;Neurocomputing;2024-01

2. Deep Integrated Explanations;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

3. Modeling users’ heterogeneous taste with diversified attentive user profiles;User Modeling and User-Adapted Interaction;2023-08-01

4. POEM: Pattern-Oriented Explanations of Convolutional Neural Networks;Proceedings of the VLDB Endowment;2023-07

5. Interpreting BERT-based Text Similarity via Activation and Saliency Maps;Proceedings of the ACM Web Conference 2022;2022-04-25

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