The OOD Blind Spot of Unsupervised Anomaly Detection

Matthäus Heer, Janis Postels, Xiaoran Chen, Ender Konukoglu, Shadi Albarqouni. The OOD Blind Spot of Unsupervised Anomaly Detection. In Mattias P. Heinrich, Qi Dou, Marleen de Bruijne, Jan Lellmann, Alexander Schlaefer, Floris Ernst, editors, Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany. Volume 143 of Proceedings of Machine Learning Research, pages 286-300, PMLR, 2021. [doi]

Abstract

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