Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection

Lisa M. Koch, Christian M. Schürch, Arthur Gretton, Philipp Berens. Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection. In Ender Konukoglu, Bjoern H. Menze, Archana Venkataraman, Christian F. Baumgartner, Qi Dou 0001, Shadi Albarqouni, editors, International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland. Volume 172 of Proceedings of Machine Learning Research, pages 726-740, PMLR, 2022. [doi]

Abstract

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