Weakly supervised segmentation with cross-modality equivariant constraints

6 April 2021

Jose Dolz

Papers citing "Weakly supervised segmentation with cross-modality equivariant constraints"

50 / 56 papers shown

Title
The Medical Segmentation Decathlon Michela Antonelli Annika Reinke Spyridon Bakas Keyvan Farahani AnnetteKopp-Schneider ... Zhanwei Xu Yefeng Zheng Amber L. Simpson Lena Maier-Hein M. Jorge Cardoso OOD 90 974 0 10 Jun 2021
Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention M. Sahasrabudhe Stergios Christodoulidis R. Salgado S. Michiels S. Loi Fabrice André Nikos Paragios Maria Vakalopoulou 44 64 0 16 Jul 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 72 551 0 18 Jun 2020
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision H. Kervadec Jose Dolz Shanshan Wang Eric Granger Ismail Ben Ayed 49 84 0 14 Apr 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 80 621 0 09 Apr 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 55 175 0 06 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 312 42,038 0 03 Dec 2019
Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 55 20 0 09 Sep 2019
Discretely-constrained deep network for weakly supervised segmentation Jizong Peng H. Kervadec Jose Dolz Ismail Ben Ayed M. Pedersoli Christian Desrosiers 39 31 0 15 Aug 2019
SCOPS: Self-Supervised Co-Part Segmentation Wei-Chih Hung Varun Jampani Sifei Liu Pavlo Molchanov Ming-Hsuan Yang Jan Kautz 66 139 0 03 May 2019
Curriculum semi-supervised segmentation H. Kervadec Jose Dolz Eric Granger Ismail Ben Ayed 50 81 0 10 Apr 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Xuelong Li Lequan Yu Hao Chen Chi-Wing Fu Lei Xing Pheng-Ann Heng MedIm 50 380 0 28 Feb 2019
A large annotated medical image dataset for the development and evaluation of segmentation algorithms Amber L. Simpson Michela Antonelli Spyridon Bakas Michel Bilello Keyvan Farahani ... M. McHugo S. Napel Eugene Vorontsov Lena Maier-Hein M. Jorge Cardoso 89 850 0 25 Feb 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 88 185 0 04 Feb 2019
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge Spyridon Bakas M. Reyes Andras Jakab Stefan Bauer Markus Rempfler ... Jayashree Kalpathy-Cramer Keyvan Farahani Christos Davatzikos Koen van Leemput Bjoern Menze 109 1,623 0 05 Nov 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features Xiang Wang Shaodi You Xi Li Huimin Ma 62 302 0 12 Jun 2018
Constrained-CNN losses for weakly supervised segmentation H. Kervadec Jose Dolz Meng Tang Eric Granger Yuri Boykov Ismail Ben Ayed 62 239 0 12 May 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization Xiaolin Zhang Yunchao Wei Jiashi Feng Yi Yang Thomas Huang WSOL 120 571 0 19 Apr 2018
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation Jose Dolz Karthik Gopinath Jing Yuan H. Lombaert Christian Desrosiers Ismail ben Ayed 3DH 53 433 0 09 Apr 2018
On Regularized Losses for Weakly-supervised CNN Segmentation Meng Tang Federico Perazzi Abdelaziz Djelouah Ismail Ben Ayed Christopher Schroers Yuri Boykov 49 294 0 26 Mar 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 210 3,272 0 21 Mar 2018
Learning to Segment via Cut-and-Paste Tal Remez Jonathan Huang Matthew A. Brown 68 99 0 16 Mar 2018
Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks Aditya Chattopadhyay Anirban Sarkar Prantik Howlader V. Balasubramanian FAtt 96 2,280 0 30 Oct 2017
Multi-task Self-Supervised Visual Learning Carl Doersch Andrew Zisserman SSL 69 631 0 25 Aug 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 76 321 0 29 Jul 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 183 8,425 0 17 Jun 2017
Deep Mutual Learning Ying Zhang Tao Xiang Timothy M. Hospedales Huchuan Lu FedML 143 1,647 0 01 Jun 2017
Unsupervised learning of object landmarks by factorized spatial embeddings James Thewlis Hakan Bilen Andrea Vedaldi OCL SSL 43 162 0 05 May 2017
Instance-Level Salient Object Segmentation Guanbin Li Yuan Xie Liang Lin Yizhou Yu 49 281 0 12 Apr 2017
Automatic segmentation of MR brain images with a convolutional neural network P. Moeskops M. Viergever A. Mendrik L. D. Vries M. Benders Ivana Išgum 44 784 0 11 Apr 2017
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei Jiashi Feng Xiaodan Liang Ming-Ming Cheng Yao-Min Zhao Shuicheng Yan 75 805 0 24 Mar 2017
Exploiting saliency for object segmentation from image level labels Seong Joon Oh Rodrigo Benenson Anna Khoreva Zeynep Akata Mario Fritz Bernt Schiele SSeg 393 199 0 28 Jan 2017
Constrained Deep Weak Supervision for Histopathology Image Segmentation Zhipeng Jia Xingyi Huang E. Chang Yan Xu 61 218 0 03 Jan 2017
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 108 2,561 0 12 Dec 2016
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J. Dolz Christian Desrosiers Ismail Ben Ayed 3DV 55 364 0 12 Dec 2016
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Y. Zhang Phillip Isola Alexei A. Efros SSL DRL 59 667 0 29 Nov 2016
Deeply supervised salient object detection with short connections Qibin Hou Ming-Ming Cheng Xiao-Wei Hu Ali Borji Zhuowen Tu Philip Torr 66 1,328 0 15 Nov 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 234 19,796 0 07 Oct 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 202 8,615 0 15 Jun 2016
DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks Martin Rajchl M. J. Lee Ozan Oktay Konstantinos Kamnitsas Jonathan Passerat-Palmbach ... Mellisa Damodaram Mary A. Rutherford Joseph V. Hajnal Bernhard Kainz Daniel Rueckert 38 375 0 25 May 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 58 5,277 0 25 Apr 2016
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation Di Lin Jifeng Dai Jiaya Jia Kaiming He Jian Sun SSeg 121 1,005 0 18 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 145 2,973 0 30 Mar 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 76 744 0 24 Mar 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 81 1,012 0 22 Mar 2016
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 48 745 0 19 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 202 9,280 0 14 Dec 2015
Cross Modal Distillation for Supervision Transfer Saurabh Gupta Judy Hoffman Jitendra Malik 101 535 0 02 Jul 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 78 612 0 11 Jun 2015
What's the Point: Semantic Segmentation with Point Supervision Amy Bearman Olga Russakovsky V. Ferrari Li Fei-Fei 3DPC 93 983 0 06 Jun 2015