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07/22/2020
Instance-aware Self-supervised Learning for Nuclei Segmentation
Due to the wide existence and large morphological variances of nuclei, a...
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07/22/2020
MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint
Domain shift between medical images from multicentres is still an open q...
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07/20/2020
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation
Witnessing the success of deep learning neural networks in natural image...
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12/24/2018
Texture Deformation Based Generative Adversarial Networks for Face Editing
Despite the significant success in image-to-image translation and latent...
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07/06/2018
Reversed Active Learning based Atrous DenseNet for Pathological Image Classification
Witnessed the development of deep learning in recent years, increasing n...
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04/18/2018