Unsupervisedly Training GANs for Segmenting Digital Pathology with
Automatically Generated Annotations

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Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations

25 May 2018

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Papers citing "Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations"

13 / 13 papers shown

Title
Adversarial Learning for Semi-Supervised Semantic Segmentation Wei-Chih Hung Yi-Hsuan Tsai Yan-Ting Liou Yen-Yu Lin Ming-Hsuan Yang GAN SSeg 113 552 0 22 Feb 2018
Learning to Compose Domain-Specific Transformations for Data Augmentation Alexander J. Ratner Henry R. Ehrenberg Zeshan Hussain Jared A. Dunnmon Christopher Ré 70 349 0 06 Sep 2017
Deep MR to CT Synthesis using Unpaired Data J. Wolterink A. Dinkla M. Savenije P. Seevinck C. Berg Ivana Isgum GAN MedIm 66 603 0 03 Aug 2017
CNN Cascades for Segmenting Whole Slide Images of the Kidney M. Gadermayr Ann-Kathrin Dombrowski B. Klinkhammer P. Boor Dorit Merhof 36 76 0 01 Aug 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 125 5,553 0 30 Mar 2017
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks Mateusz Koziñski Loïc Simon F. Jurie GAN 49 18 0 08 Feb 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 326 19,651 0 21 Nov 2016
Cutting out the middleman: measuring nuclear area in histopathology slides without segmentation M. Veta P. Diest J. Pluim 34 27 0 20 Jun 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 237 10,249 0 27 Mar 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 88 746 0 24 Mar 2016
New Descriptor for Glomerulus Detection in Kidney Microscopy Image Tsuyoshi Kato Raissa Relator Hayliang Ngouv Yoshihiro Hirohashi T. Kakimoto Kinya Okada 56 84 0 19 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification L. Hou Dimitris Samaras Tahsin M. Kurc Yi Gao James E. Davis Joel H. Saltz MedIm 63 776 0 29 Apr 2015

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