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Zifu Wang

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Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union

Oct 30, 2023
Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko

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Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels

Apr 01, 2023
Zifu Wang, Teodora Popordanoska, Jeroen Bertels, Robin Lemmens, Matthew B. Blaschko

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Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels

Feb 11, 2023
Zifu Wang, Matthew B. Blaschko

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MRF-UNets: Searching UNet with Markov Random Fields

Jul 13, 2022
Zifu Wang, Matthew B. Blaschko

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