On the effectiveness of adversarial training against common corruptions

Klim Kireev, Maksym Andriushchenko, Nicolas Flammarion. On the effectiveness of adversarial training against common corruptions. In James Cussens, Kun Zhang 0001, editors, Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands. Volume 180 of Proceedings of Machine Learning Research, pages 1012-1021, PMLR, 2022. [doi]

Authors

Klim Kireev

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Maksym Andriushchenko

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Nicolas Flammarion

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