Student Becomes Decathlon Master in Retinal Vessel Segmentation via
Dual-teacher Multi-target Domain Adaptation

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Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation

7 March 2022

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Papers citing "Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation"

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Title
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation Tianyi Shi Nicolas Boutry Yongchao Xu Thierry Géraud 76 48 0 25 Feb 2022
Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning Linkai Peng Li Lin Pujin Cheng Ziqi Huang Xiaoying Tang OOD 78 14 0 13 Jan 2022
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation A. Saporta Tuan-Hung Vu Matthieu Cord P. Pérez 52 35 0 16 Aug 2021
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images Li Lin Zhonghua Wang Jiewei Wu Yijin Huang Junyan Lyu Pujin Cheng Jiong Wu Xiaoying Tang 54 37 0 10 Jul 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Quande Liu Cheng Chen J. Qin Qi Dou Pheng-Ann Heng OOD FedML 166 440 0 10 Mar 2021
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng 64 137 0 13 Oct 2020
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model Yuhui Ma Huaying Hao Huazhu Fu Jiong Zhang Jianlong Yang Jiang-Dong Liu Yalin Zheng Yitian Zhao 68 215 0 10 Jul 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 89 898 0 11 Apr 2020
Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis Zongwei Zhou V. Sodha M. R. Siddiquee Ruibin Feng Nima Tajbakhsh Michael B. Gotway Jianming Liang MedIm 67 311 0 19 Aug 2019
Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Shujun Wang Lequan Yu Xin Yang Chi-Wing Fu Pheng-Ann Heng MedIm 54 223 0 20 Feb 2019
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 133 1,298 0 30 Nov 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,515 0 28 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 364 19,733 0 09 Mar 2015