On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation

On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation

Van Waerebeke, Martin, Lodygensky, Gregory and Dolz, Jose.

In Uncertainty for Safe Utilization of Machine Learning in Medical Imaging : 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022 : Proceedings (Singapore, Singapore, Sept. 18, 2022) Coll. « Lecture Notes in Computer Science », vol. 13563.p. 36-46.Springer Science and Business Media Deutschland GmbH. 2022