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]

Authors

Vivek Sivaraman Narayanaswamy

This author has not been identified. Look up 'Vivek Sivaraman Narayanaswamy' in Google

Yamen Mubarka

This author has not been identified. Look up 'Yamen Mubarka' in Google

Rushil Anirudh

This author has not been identified. Look up 'Rushil Anirudh' in Google

Deepta Rajan

This author has not been identified. Look up 'Deepta Rajan' in Google

Andreas Spanias

This author has not been identified. Look up 'Andreas Spanias' in Google

Jayaraman J. Thiagarajan

This author has not been identified. Look up 'Jayaraman J. Thiagarajan' in Google