Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image
Segmentation

Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation

5 July 2019

Konstantinos Kamnitsas

Daniel Rueckert

Papers citing "Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation"

14 / 14 papers shown

Title
Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging Pulkit Khandelwal Paul Yushkevich OOD 83 37 0 18 Aug 2020
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng-Ann Heng OOD 50 310 0 24 Jan 2019
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Qi Dou Cheng Ouyang Cheng Chen Hao Chen Ben Glocker Xiahai Zhuang Pheng-Ann Heng MedIm 49 49 0 19 Dec 2018
Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio Nanqing Dong Michael C. Kampffmeyer Xiaodan Liang Zeya Wang Wei-Ming Dai Eric Xing OOD 45 85 0 10 Jul 2018
One-Shot Unsupervised Cross Domain Translation Sagie Benaim Lior Wolf 56 131 0 15 Jun 2018
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation Yue Zhang S. Miao Tommaso Mansi Rui Liao MedIm 41 206 0 11 Jun 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 132 2,992 0 08 Nov 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 114 1,617 0 28 May 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 107 5,556 0 30 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 138 2,731 0 02 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 247 4,646 0 17 Feb 2017
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Konstantinos Kamnitsas Christian F. Baumgartner C. Ledig Virginia Newcombe Joanna P. Simpson ... David Menon A. Nori A. Criminisi Daniel Rueckert Ben Glocker OOD MedIm 67 478 0 28 Dec 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 357 9,418 0 28 May 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 162 2,588 0 10 Dec 2014