blob loss: Instance Imbalance Aware Loss Functions for Semantic Segmentation

Florian Kofler, Suprosanna Shit, Ivan Ezhov, Lucas Fidon, Izabela Horvath, Rami Al-Maskari, Hongwei Bran Li, Harsharan Bhatia, Timo Loehr, Marie Piraud, Ali Ertürk, Jan Kirschke, Jan C. Peeken, Tom Vercauteren, Claus Zimmer, Benedikt Wiestler, Bjoern H. Menze. blob loss: Instance Imbalance Aware Loss Functions for Semantic Segmentation. In Alejandro F. Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab, editors, Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023, Proceedings. Volume 13939 of Lecture Notes in Computer Science, pages 755-767, Springer, 2023. [doi]

Abstract

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