Deep Integrated Explanations

Author:

Barkan Oren1ORCID,Elisha Yehonatan1ORCID,Weill Jonathan2ORCID,Asher Yuval2ORCID,Eshel Amit2ORCID,Koenigstein Noam2ORCID

Affiliation:

1. The Open University, Raanana, Israel

2. Tel Aviv University, Tel Aviv, Israel

Publisher

ACM

Reference57 articles.

1. Samira Abnar and Willem Zuidema . 2020. Quantifying Attention Flow in Transformers. arXiv preprint arXiv:2005.00928 ( 2020 ). Samira Abnar and Willem Zuidema. 2020. Quantifying Attention Flow in Transformers. arXiv preprint arXiv:2005.00928 (2020).

2. 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.

3. On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

4. Vijay Badrinarayanan , Alex Kendall , and Roberto Cipolla . 2017 . Segnet: A deep convolutional encoder-decoder architecture for image segmentation . IEEE transactions on pattern analysis and machine intelligence, Vol. 39 , 12 (2017), 2481--2495. Vijay Badrinarayanan, Alex Kendall, and Roberto Cipolla. 2017. Segnet: A deep convolutional encoder-decoder architecture for image segmentation. IEEE transactions on pattern analysis and machine intelligence, Vol. 39, 12 (2017), 2481--2495.

5. GAM

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Counterfactual Framework for Learning and Evaluating Explanations for Recommender Systems;Proceedings of the ACM Web Conference 2024;2024-05-13

2. Learning to Explain: A Model-Agnostic Framework for Explaining Black Box Models;2023 IEEE International Conference on Data Mining (ICDM);2023-12-01

3. Stochastic Integrated Explanations for Vision Models;2023 IEEE International Conference on Data Mining (ICDM);2023-12-01

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