Semi-Supervised Semantic Segmentation with Cross-Consistency Training

19 March 2020

Yassine Ouali

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

50 / 229 papers shown

Title
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation Along He Tao Li Yanlin Wu Ke Zou Huazhu Fu 26 2 0 26 May 2024
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation Suruchi Kumari Pravendra Singh 32 1 0 12 May 2024
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation Yu Lei Haolun Luo Lituan Wang Zhenwei Zhang Lei Zhang 28 1 0 10 May 2024
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving Lingdong Kong Xiang Xu Jiawei Ren Wenwei Zhang Liang Pan Kai-xiang Chen Wei Tsang Ooi Ziwei Liu 40 15 0 08 May 2024
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation Hanyang Chi Jian Pang Bingfeng Zhang Weifeng Liu 28 9 0 01 May 2024
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation Kebin Wu Wenbin Li Xiaofei Xiao 25 1 0 29 Apr 2024
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation Qing En Yuhong Guo 27 0 0 18 Apr 2024
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation Zhenxi Zhang Heng Zhou Xiaoran Shi Ran Ran Chunna Tian Feng Zhou 19 6 0 10 Apr 2024
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation Yuanpeng He EDL 34 1 0 09 Apr 2024
Multi-Level Label Correction by Distilling Proximate Patterns for Semi-supervised Semantic Segmentation Hui Xiao Yuting Hong Li Dong Diqun Yan J. Zhuang Junjie Xiong Dongtai Liang Chengbin Peng 35 1 0 02 Apr 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning Kento Nishi Junsik Kim Wanhua Li Hanspeter Pfister 35 0 0 02 Apr 2024
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images Yifei Wang Chuhong Zhu 19 0 0 24 Mar 2024
PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation Haruya Ishikawa Takumi Iida Yoshinori Konishi Yoshimitsu Aoki 32 2 0 19 Mar 2024
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation Yuanchen Wu Xichen Ye Kequan Yang Jide Li Xiaoqiang Li 42 9 0 17 Mar 2024
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation Xiaoyang Wang H. Bai Limin Yu Yao-Min Zhao Jimin Xiao AAML 40 6 0 11 Mar 2024
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation Jianfei Liu Christopher Parnell Ronald M. Summers 38 1 0 06 Mar 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Chanyoung Kim Woojung Han Dayun Ju Seong Jae Hwang 29 10 0 03 Mar 2024
SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images Jie Feng Hao Huang Junpeng Zhang Weisheng Dong Dingwen Zhang Licheng Jiao 25 2 0 03 Mar 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation Haoyu Xie Changqi Wang Jian-jun Zhao Yang Liu Jun Dan Chong Fu Baigui Sun SSL 32 8 0 28 Feb 2024
A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images David Torpey Lawrence Pratt Richard Klein 16 0 0 27 Feb 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Chao Ma Ziyang Wang Mamba 43 22 0 11 Feb 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner Ying-Dong Zang Chenglong Fu Runlong Cao Didi Zhu Min Zhang Wenjun Hu Lanyun Zhu Tianrun Chen 26 6 0 08 Feb 2024
Knowledge Distillation for Road Detection based on cross-model Semi-Supervised Learning Wanli Ma Oktay Karakuş Paul L. Rosin 11 1 0 07 Feb 2024
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation Shenwang Jiang Jianan Li Ying Wang Wenxuan Wu Jizhou Zhang Bo Huang Tingfa Xu VLM 21 4 0 22 Jan 2024
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells Vinh Quoc Luu Duy Khanh Le Huy Thanh Nguyen Minh Thanh Nguyen Thinh Tien Nguyen V. Q. Dinh 28 1 0 14 Jan 2024
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Yixin Zhang Shen Zhao Han Gu Maciej Mazurowski VLM 30 4 0 17 Dec 2023
Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization W. Pan Zhe Xu Jiangpeng Yan Zihan Wu R. Tong Xiu Li Jianhua Yao ISeg 26 1 0 14 Dec 2023
ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation Shiyun Chen Li Lin Pujin Cheng Xiaoying Tang MedIm 22 5 0 13 Dec 2023
Semi-Supervised Active Learning for Semantic Segmentation in Unknown Environments Using Informative Path Planning Julius Ruckin Federico Magistri C. Stachniss Marija Popović SSL 19 11 0 07 Dec 2023
Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited Labels Changrui Chen Jungong Han Kurt Debattista 28 23 0 02 Dec 2023
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency Meilong Xu Xiaoling Hu Saumya Gupta Shahira Abousamra Chao Chen 30 6 0 28 Nov 2023
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery Wanli Ma Oktay Karakuş Paul L. Rosin 22 1 0 22 Nov 2023
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Sanaz Karimijafarbigloo Reza Azad Yury Velichko Ulas Bagci Dorit Merhof 32 1 0 21 Nov 2023
Semi-supervised Medical Image Segmentation via Query Distribution Consistency Rong Wu Dehua Li Cong Zhang 15 1 0 21 Nov 2023
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries Shuai Wang Tengjin Weng Jingyi Wang Yang Shen Zhidong Zhao Yixiu Liu Pengfei Jiao Zhiming Cheng Yaqi Wang 11 0 0 17 Nov 2023
The Background Also Matters: Background-Aware Motion-Guided Objects Discovery Sandra Kara Hejer Ammar Florian Chabot Quoc-Cuong Pham 22 3 0 05 Nov 2023
Semi-Supervised Panoptic Narrative Grounding Danni Yang Jiayi Ji Xiaoshuai Sun Haowei Wang Yinan Li Yiwei Ma Rongrong Ji 22 5 0 27 Oct 2023
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation Yuyan Shi Yichi Zhang Shasha Wang 17 7 0 21 Oct 2023
Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation Yanyu Ye Zhenxi Zhang Wei Wei Chunna Tian 25 2 0 18 Oct 2023
TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification Nicholas Botzer David Vasquez Tim Weninger I. Laradji 13 0 0 17 Oct 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 33 29 0 17 Oct 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Wei Li Ruifeng Bian Wenyi Zhao Weijing Xu Huihua Yang 16 0 0 08 Oct 2023
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation Thanh Nguyen-Duc Trung Le Roland Bammer He Zhao Jianfei Cai Dinh Q. Phung OOD MedIm 15 8 0 02 Oct 2023
Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment Sina Malakouti Adriana Kovashka ObjD 22 2 0 24 Sep 2023
Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation P. Li Junjie Chen L. Yuan Xianghua Xu Mingli Song 26 1 0 22 Sep 2023
Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT Wentao Liu Tong Tian Weijing Xu Lemeng Wang Haoyuan Li Huihua Yang 15 1 0 11 Sep 2023
Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator Chunyan Wang Dong Zhang Rui Yan 14 1 0 02 Sep 2023
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment Amirsaeed Yazdani Xuelu Li V. Monga EDL 28 0 0 28 Aug 2023
Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation Junyu Zhu Lina Liu Yu Tang Feng Wen Wanlong Li Yong Liu 27 4 0 28 Aug 2023
Semi-Supervised Semantic Segmentation via Marginal Contextual Information Moshe Kimhi Shai Kimhi Evgenii Zheltonozhskii Or Litany Chaim Baskin 24 10 0 26 Aug 2023