A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks

Matan Haroush, Tzviel Frostig, Ruth Heller, Daniel Soudry. A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

Abstract

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