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MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint


Jul 30, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* The first two authors contributed equally 

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Instance-aware Self-supervised Learning for Nuclei Segmentation


Jul 22, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* MICCAI 2020; The first two authors contributed equally 

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Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation


Jul 20, 2020
Yuexiang Li, Jiawei Chen, Xinpeng Xie, Kai Ma, Yefeng Zheng

* Accepted by MICCAI 2020 

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Texture Deformation Based Generative Adversarial Networks for Face Editing


Dec 24, 2018
WenTing Chen, Xinpeng Xie, Xi Jia, Linlin Shen

* 10 pages, 6 figures, 3 tables 

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Reversed Active Learning based Atrous DenseNet for Pathological Image Classification


Jul 06, 2018
Yuexiang Li, Xinpeng Xie, Linlin Shen, Shaoxiong Liu


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Active Learning for Breast Cancer Identification


Apr 18, 2018
Xinpeng Xie, Yuexiang Li, Linlin Shen


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