Domain Adaptation for the Segmentation of Confidential Medical Images

2 January 2021

Papers citing "Domain Adaptation for the Segmentation of Confidential Medical Images"

18 / 18 papers shown

Title
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 56 123 0 25 Aug 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 161 70 0 06 Aug 2021
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Xiao Han Lei Qi Qian Yu Ziqi Zhou Yefeng Zheng Yinghuan Shi Yang Gao OOD MedIm 97 77 0 18 Jan 2021
Universal Source-Free Domain Adaptation Jogendra Nath Kundu Naveen Venkat V. RahulM. R. Venkatesh Babu VLM TTA 53 339 0 09 Apr 2020
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Jaehoon Choi Taekyung Kim Changick Kim 62 243 0 02 Sep 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation Yingwei Pan Ting Yao Yehao Li Yu Wang Chong-Wah Ngo Tao Mei 81 342 0 25 Apr 2019
Online Multi-Object Tracking with Dual Matching Attention Networks Ji Zhu Hua Yang Nian Liu Minyoung Kim Wenjun Zhang Ming-Hsuan Yang VOT 58 347 0 02 Feb 2019
Progressive Feature Alignment for Unsupervised Domain Adaptation Chaoqi Chen Weiping Xie Wenbing Huang Yu Rong Xinghao Ding Yue Huang Tingyang Xu Junzhou Huang 55 409 0 21 Nov 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao A. Assad T. Moyo M. Savona R. Abramson Bennett A. Landman MedIm 114 224 0 15 Oct 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 44 413 0 13 Sep 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 135 1,535 0 28 Feb 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 146 9,312 0 09 Feb 2018
Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Shunxing Bao A. Assad R. Abramson Bennett A. Landman GAN MedIm 56 143 0 20 Dec 2017
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
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 72 478 0 28 Dec 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 251 2,835 0 20 Nov 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 71 3,863 0 30 Jun 2016