Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors

Vivek Sivaraman Narayanaswamy, Yamen Mubarka, Rushil Anirudh, Deepta Rajan, Andreas Spanias, Jayaraman J. Thiagarajan. Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors. In Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant, editors, Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. Volume 227 of Proceedings of Machine Learning Research, pages 190-211, PMLR, 2023. [doi]

Abstract

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