Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations

22 October 2021

Papers citing "Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations"

26 / 26 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 131 30,021 0 01 Mar 2022
RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs using a Novel Multi-scale Generative Adversarial Network Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli S. Zuckerbrod K. Sanders S. Baker GAN MedIm 42 75 0 03 Jan 2021
Boosting Connectivity in Retinal Vessel Segmentation via a Recursive Semantics-Guided Network Rui Xu Tiantian Liu Xinchen Ye Yenwei Chen 15 13 0 24 Apr 2020
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks Liangzhi Li Manisha Verma Yuta Nakashima Hajime Nagahara R. Kawasaki 39 239 0 12 Dec 2019
Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations Gerda Bortsova Florian Dubost Laurens Hogeweg Ioannis Katramados Marleen de Bruijne 39 178 0 04 Nov 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection Qi Cai Yingwei Pan Chong-Wah Ngo Xinmei Tian Ling-yu Duan Ting Yao ViT OOD 49 307 0 25 Apr 2019
Adversarial Feedback Loop Firas Shama Roey Mechrez Alon Shoshan Lihi Zelnik-Manor 29 23 0 20 Nov 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 59 120 0 29 Oct 2018
There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average Ben Athiwaratkun Marc Finzi Pavel Izmailov A. Wilson 238 244 0 14 Jun 2018
Deep Vessel Segmentation By Learning Graphical Connectivity Seung Yeon Shin Soochahn Lee I. Yun Kyoung Mu Lee 28 206 0 06 Jun 2018
Semi-Supervised Multi-Organ Segmentation via Deep Multi-Planar Co-Training Yuyin Zhou Yan Wang Peng Tang S. Bai Wei Shen Elliot K. Fishman Alan Yuille 34 130 0 07 Apr 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 108 13,005 0 07 Feb 2018
Triangle Generative Adversarial Networks Zhe Gan Liqun Chen Weiyao Wang Yunchen Pu Yizhe Zhang Hao Liu Chunyuan Li Lawrence Carin GAN OOD 50 138 0 19 Sep 2017
Good Semi-supervised Learning that Requires a Bad GAN Zihang Dai Zhilin Yang Fan Yang William W. Cohen Ruslan Salakhutdinov GAN 33 483 0 27 May 2017
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 300 1,275 0 06 Mar 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 607 36,599 0 25 Aug 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 358 8,999 0 10 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 283 37,704 0 20 May 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 160 11,135 0 14 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 226 13,968 0 19 Nov 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 93 1,675 0 22 Jul 2015
Semi-Supervised Learning with Ladder Networks Antti Rasmus Harri Valpola Mikko Honkala Mathias Berglund T. Raiko SSL 64 1,369 0 09 Jul 2015
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation Seunghoon Hong Hyeonwoo Noh Bohyung Han SSeg 81 338 0 16 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.0K 76,547 0 18 May 2015
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 243 2,229 0 18 Sep 2014