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]

@inproceedings{KoflerSEFHALBLPEKPVZWM23,
  title = {blob loss: Instance Imbalance Aware Loss Functions for Semantic Segmentation},
  author = {Florian Kofler and Suprosanna Shit and Ivan Ezhov and Lucas Fidon and Izabela Horvath and Rami Al-Maskari and Hongwei Bran Li and Harsharan Bhatia and Timo Loehr and Marie Piraud and Ali Ertürk and Jan Kirschke and Jan C. Peeken and Tom Vercauteren and Claus Zimmer and Benedikt Wiestler and Bjoern H. Menze},
  year = {2023},
  doi = {10.1007/978-3-031-34048-2_58},
  url = {https://doi.org/10.1007/978-3-031-34048-2_58},
  researchr = {https://researchr.org/publication/KoflerSEFHALBLPEKPVZWM23},
  cites = {0},
  citedby = {0},
  pages = {755-767},
  booktitle = {Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023, Proceedings},
  editor = {Alejandro F. Frangi and Marleen de Bruijne and Demian Wassermann and Nassir Navab},
  volume = {13939},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-34048-2},
}