Semi-Supervised Semantic Segmentation with Cross-Consistency Training

19 March 2020

Yassine Ouali

Papers citing "Semi-Supervised Semantic Segmentation with Cross-Consistency Training"

50 / 232 papers shown

Title
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective Chenyu You Weicheng Dai Yifei Min Fenglin Liu David A. Clifton S. Kevin Zhou Lawrence H. Staib James S Duncan 12 69 0 03 Feb 2023
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation Licong Guan Xue Yuan 17 9 0 31 Jan 2023
Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images R. M. S. Bashir Talha Qaiser S. Raza Nasir M. Rajpoot 27 13 0 30 Jan 2023
Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision Jilan Xu Junlin Hou Yuejie Zhang Rui Feng Yi Wang Yu Qiao Weidi Xie VLM 16 81 0 22 Jan 2023
Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant Ying Jin Jiaqi Wang Dahua Lin 16 40 0 18 Jan 2023
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation Xiangyun Zhao Zengxin Qi Sheng Wang Qian Wang Xuehai Wu Ying Mao Lichi Zhang 15 38 0 13 Jan 2023
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 17 8 0 12 Jan 2023
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation Ruifei Zhang Sishuo Liu Yizhou Yu Guanbin Li SSL MedIm 18 25 0 12 Jan 2023
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Hua Yang Xiaoli Liu Jinzhu Yang Osmar R. Zaiane 14 38 0 11 Jan 2023
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation Qing En Yuhong Guo 13 4 0 17 Dec 2022
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation Zhen Zhao Lihe Yang Sifan Long Jimin Pi Luping Zhou Jingdong Wang 18 73 0 09 Dec 2022
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy Gihun Lee Sangmook Kim Joonkee Kim Se-Young Yun MedIm 17 18 0 07 Dec 2022
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation Siqi Fan F. Zhu Zunlei Feng Yisheng Lv Min-Gyoo Song Fei-Yue Wang 16 25 0 30 Nov 2022
Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic Segmentation Kangcheng Liu 14 14 0 28 Nov 2022
Cross-domain Few-shot Segmentation with Transductive Fine-tuning Yuhang Lu Xinyi Wu Zhenyao Wu Song Wang 8 6 0 27 Nov 2022
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation Bo Dang Yansheng Li Yongjun Zhang Jiayi Ma SSL 20 0 0 22 Nov 2022
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation Zhen Zhao Sifan Long Jimin Pi Jingdong Wang Luping Zhou 15 29 0 21 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 24 14 0 17 Nov 2022
Learning to Annotate Part Segmentation with Gradient Matching Yu Yang Xiaotian Cheng Hakan Bilen Xiangyang Ji GAN 19 7 0 06 Nov 2022
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation Margherita Rosnati Fabio De Sousa Ribeiro M. Monteiro Daniel Coelho De Castro Ben Glocker GAN MedIm 15 2 0 03 Nov 2022
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations Haoyu Xie Changqi Wang Mingkai Zheng Minjing Dong Shan You Chong Fu Chang Xu SSL 34 14 0 26 Oct 2022
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos Weihang Dai X. Li Xinpeng Ding Kwang-Ting Cheng 38 22 0 20 Oct 2022
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks Miquel Martí i Rabadán Alessandro Pieropan Hossein Azizpour A. Maki 11 3 0 18 Oct 2022
Fuzzy Positive Learning for Semi-supervised Semantic Segmentation Pengchong Qiao Zhidan Wei Yu Wang Zhennan Wang Guoli Song Fan Xu Xiang Ji Chang-rui Liu Jie Chen 11 19 0 16 Oct 2022
Semantic Segmentation with Active Semi-Supervised Representation Learning Aneesh Rangnekar Christopher Kanan Matthew Hoffman 25 5 0 16 Oct 2022
Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization Hai-Ming Xu Lingqiao Liu Qiuchen Bian Zhengeng Yang 25 68 0 10 Oct 2022
Complementary consistency semi-supervised learning for 3D left atrial image segmentation Hejun Huang Zuguo Chen Chaoyang Chen Ming Lu Ying Zou 31 280 0 04 Oct 2022
Anticipating the Unseen Discrepancy for Vision and Language Navigation Yujie Lu Huiliang Zhang Ping Nie Weixi Feng Wenda Xu X. Wang William Yang Wang 27 1 0 10 Sep 2022
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students Xueye Zheng Yuan Luo Hao Wang Chong Fu Lin Wang ViT 36 17 0 06 Sep 2022
Semi-Supervised Semantic Segmentation with Cross Teacher Training Hui Xiao Li Dong Kangkang Song Hao Xu Shuibo Fu Diqun Yan Chengbin Peng 22 26 0 03 Sep 2022
Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation Jianlong Yuan Jinchao Ge Zhibin Wang Yifan Liu 10 17 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 30 113 0 24 Aug 2022
Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation Jie Qin Jie Wu Ming Li Xu Xiao Min Zheng Xingang Wang 25 6 0 22 Aug 2022
Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation Yunzhong Hou Stephen Gould Liang Zheng 25 0 0 17 Aug 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 21 151 0 28 Jul 2022
LaserMix for Semi-Supervised LiDAR Semantic Segmentation Lingdong Kong Jiawei Ren Liang Pan Ziwei Liu 21 79 0 30 Jun 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 191 26 0 23 May 2022
SemiCurv: Semi-Supervised Curvilinear Structure Segmentation Xun Xu M. Nguyen Yasin Yazici Kangkang Lu Hlaing Min Chuan-Sheng Foo 32 13 0 18 May 2022
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training Qingyu Li Yilei Shi Xiao Xiang Zhu 11 24 0 17 May 2022
Multi-Class 3D Object Detection with Single-Class Supervision Mao Ye Chenxi Liu Maoqing Yao Weiyue Wang Zhaoqi Leng C. Qi Drago Anguelov 3DPC 30 1 0 11 May 2022
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation Jeffry Wicaksana Zengqiang Yan Dong Zhang Xijie Huang Huimin Wu Xin Yang Kwang-Ting Cheng FedML 27 49 0 04 May 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation Huan-ang Gao Jichang Guo Guoli Wang Qian Zhang 21 63 0 02 May 2022
Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation Jianrong Zhang Tianyi Wu Chuan-Yong Ding Hongwei Zhao Guodong Guo ISeg 12 15 0 28 Apr 2022
Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion Zhaoxin Fan Yulin He Zhicheng Wang Kejian Wu Hongyan Liu Jun He 27 7 0 20 Apr 2022
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization Jungbeom Lee Eunji Kim J. Mok Sung-Hoon Yoon WSOL 33 29 0 11 Apr 2022
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training Tugberk Erol Duygu Sarikaya 17 1 0 06 Apr 2022
Semi-supervised Semantic Segmentation with Error Localization Network Donghyeon Kwon Suha Kwak 29 91 0 05 Apr 2022
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? Zhenyu Wang Yali Li Shengjin Wang ISeg 16 28 0 25 Mar 2022
Unsupervised Salient Object Detection with Spectral Cluster Voting Gyungin Shin Samuel Albanie Weidi Xie 13 65 0 23 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 13 60 0 19 Mar 2022