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blob loss: instance imbalance aware loss functions for semantic segmentation


May 17, 2022
Florian Kofler, Suprosanna Shit, Ivan Ezhov, Lucas Fidon, Izabela Horvath, Rami Al-Maskari, Hongwei Li, Harsharan Bhatia, Timo Loehr, Marie Piraud, Ali Erturk, Jan Kirschke, Jan Peeken, Tom Vercauteren, Claus Zimmer, Benedikt Wiestler, Bjoern Menze

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* 23 pages, 7 figures 

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FedCostWAvg: A new averaging for better Federated Learning


Nov 16, 2021
Leon Mächler, Ivan Ezhov, Florian Kofler, Suprosanna Shit, Johannes C. Paetzold, Timo Loehr, Benedikt Wiestler, Bjoern Menze

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e-UDA: Efficient Unsupervised Domain Adaptation for Cross-Site Medical Image Segmentation


Jan 25, 2020
Hongwei Li, Timo Loehr, Benedikt Wiestler, Jianguo Zhang, Bjoern Menze

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* under review and polishment 

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