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05/29/2021
Transforming the Latent Space of StyleGAN for Real Face Editing
Despite recent advances in semantic manipulation using StyleGAN, semanti...
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12/29/2020
COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography
Computer-aided breast cancer diagnosis in mammography is a challenging p...
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08/07/2020
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography
Deep convolutional neural networks (CNNs) have emerged as a new paradigm...
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01/17/2020
Interpreting Galaxy Deblender GAN from the Discriminator's Perspective
Generative adversarial networks (GANs) are well known for their unsuperv...
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06/30/2019
Signed Laplacian Deep Learning with Adversarial Augmentation for Improved Mammography Diagnosis
Computer-aided breast cancer diagnosis in mammography is limited by inad...
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03/01/2019
A Deep DUAL-PATH Network for Improved Mammogram Image Processing
We present, for the first time, a novel deep neural network architecture...
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08/27/2018
Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net
We explore the use of deep learning for breast mass segmentation in mamm...
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12/22/2017