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boundary-loss
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.miccai_weakly_supervised_tutorial
Code for tutorial at MICCAI 2022SizeLoss_WSS
Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628boxes_tightness_prior
Oral presentation at MIDL 2020 - Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervisionsemi_curriculum
Code for our arxiv preprint: https://arxiv.org/abs/1904.05236miccai_2020-weakly_supervised_tutorial
Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is available there: https://github.com/LIVIAETS/miccai_weakly_supervised_tutorialMT-MTDA
extended_logbarrier
Code for our arxiv preprint: https://arxiv.org/abs/1904.04205KD_UDA
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