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
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation Negin Ghamsarian Sahar Nasirihaghighi Klaus Schoeffmann Raphael Sznitman 24 0 0 12 May 2025
RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory Boyue Xu Ruichao Hou Tongwei Ren Gangshan Wu VOS 36 1 0 23 Apr 2025
HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation Tran Quoc Khanh Le Nguyen Lan Vi Vu Ha-Hieu Pham Xuan-Loc Huynh T. Nguyen Minh Huu Nhat Le Quan Nguyen Hien Nguyen 41 0 0 14 Apr 2025
IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme Dinh Dai Quan Tran Hoang-Thien Nguyen. Thanh-Huy Nguyen Gia-Van To T. Nguyen Quan Nguyen 34 0 0 14 Apr 2025
Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms Nachuan Ma Zhengfei Song Qiang Hu Chuang-Wei Liu Yu Han Yanting Zhang Rui Fan Lihua Xie 51 0 0 23 Mar 2025
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning Jianjian Yin Tao Chen Gensheng Pei Yazhou Yao Liqiang Nie Xiansheng Hua 50 1 0 23 Mar 2025
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning Pengcheng Zhou L. Zhang Wei Li 58 0 0 18 Mar 2025
Evaluating Global Geo-alignment for Precision Learned Autonomous Vehicle Localization using Aerial Data Yi Yang Xuran Zhao H. C. Zhao Shumin Yuan Samuel M. Bateman Tiffany A. Huang Chris Beall Will Maddern 51 0 0 18 Mar 2025
Knowledge Consultation for Semi-Supervised Semantic Segmentation Thuan Than Nhat-Anh Nguyen-Dang Dung Nguyen Salwa K. Al Khatib Ahmed Elhagry Hai T. Phan Yihui He Zhiqiang Shen Marios Savvides Dang T. Huynh VLM 53 0 0 12 Mar 2025
Ranking pre-trained segmentation models for zero-shot transferability Joshua Talks Anna Kreshuk 104 0 0 01 Mar 2025
CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation Wenbo Xiao Zhihao Xu Guiping Liang Yangjun Deng Yi Xiao 54 0 0 01 Feb 2025
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention Shanwen Wang Changrui Chen Xin Sun Danfeng Hong Jungong Han 29 0 0 18 Jan 2025
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels Erjian Guo Zicheng Wang Zhen Zhao Luping Zhou NoLa 61 0 0 12 Jan 2025
BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response Hongruixuan Chen Jian Song Olivier Dietrich Clifford Broni-Bediako Weihao Xuan ... Yimin Wei J. Xia Cuiling Lan Konrad Schindler Naoto Yokoya 78 5 0 10 Jan 2025
Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation Rini Smita Thakur Vinod K. Kurmi UQCV 29 1 0 03 Jan 2025
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Zijie Fang Yifeng Wang Peizhang Xie Zhi Wang Yongbing Zhang 39 0 0 31 Dec 2024
Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic Segmentation Jianjian Yin Yi Chen Zhichao Zheng Junsheng Zhou Yanhui Gu 41 3 0 23 Dec 2024
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer Xinyue Chen Miaojing Shi Zijian Zhou Lianghua He Sophia Tsoka 67 0 0 20 Dec 2024
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Qingtao Pan Wenhao Qiao Jingjiao Lou Bing Ji Shuo Li VLM 80 0 0 17 Dec 2024
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation Xiaoxiang Han Y. Liu Jiang Shang Qingli Li Jiangang Chen Menghan Hu Qi Zhang Yuqi Zhang Y. Wang 67 1 0 01 Dec 2024
GTPC-SSCD: Gate-guided Two-level Perturbation Consistency-based Semi-Supervised Change Detection Yan Xing Qiáo Xu Zongyu Guo Rui Huang Yuxiang Zhang 73 0 0 28 Nov 2024
Multi-modal NeRF Self-Supervision for LiDAR Semantic Segmentation Xavier Timoneda Markus Herb Fabian Duerr Daniel Goehring Fisher Yu SSL 3DPC 23 1 0 05 Nov 2024
COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes Muhammad Ali Mamoona Javaid Mubashir Noman M. Fiaz Salman Khan 26 0 0 31 Oct 2024
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation Xinze Li Runlin Huang Zhenghao Wu Bohan Yang Wentao Fan Chengzhang Zhu Weifeng Su 29 0 0 21 Oct 2024
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation Shiao Xie H. Wang Ziwei Niu Hao Sun Shuyi Ouyang Yen-Wei Chen Lanfen Lin 21 0 0 17 Oct 2024
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 51 8 0 14 Oct 2024
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation Sicheng Shen Jinming Cao Yifang Yin Roger Zimmermann 33 1 0 14 Oct 2024
Towards Unsupervised Eye-Region Segmentation for Eye Tracking Jiangfan Deng Zhuang Jia Zhaoxue Wang Xiang Long Daniel K. Du 23 1 0 08 Oct 2024
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration Qianying Liu Paul Henderson Xiao Gu Hang Dai F. Deligianni 30 0 0 16 Sep 2024
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Fuchen Zheng Quanjun Li Weixuan Li Xuhang Chen Yihang Dong Guoheng Huang Chi-Man Pun Shoujun Zhou MedIm 20 0 0 12 Sep 2024
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative Learning Jianmei Jiang Huijin Wang Jieyun Bai Shun Long Shuangping Chen Víctor M. Campello Karim Lekadir 22 2 0 11 Sep 2024
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Xixi Jiang Dong Zhang Xiang Li Kangyi Liu Kwang-Ting Cheng Xin Yang OOD 25 1 0 05 Sep 2024
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Chamuditha Jayanaga Galappaththige Zachary Izzo Xilin He Honglu Zhou Muhammad Haris Khan 27 3 0 04 Sep 2024
XNet v2: Fewer Limitations, Better Results and Greater Universality Yanfeng Zhou Lingrui Li Zichen Wang Guole Liu Ziwen Liu Ge Yang 18 1 0 02 Sep 2024
Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes Li Zhang Basu Jindal Ahmed Alaa Robert Weinreb David Wilson Eran Segal James Zou Pengtao Xie MedIm 21 1 0 30 Aug 2024
Look, Learn and Leverage (L $^3$ ): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment Hanchen Xie Jiageng Zhu Mahyar Khayatkhoei Jiazhi Li Wael AbdAlmageed OOD 19 0 0 30 Aug 2024
Bayesian Active Learning for Semantic Segmentation Sima Didari Wenjun Hu Jae Oh Woo Heng Hao Hankyu Moon Seungjai Min 44 0 0 03 Aug 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation Prantik Howlader Hieu M. Le Dimitris Samaras 43 1 0 17 Jul 2024
Segmenting Medical Images with Limited Data Zhaoshan Liua Qiujie Lv Chau Hung Lee L. Shen 41 11 0 12 Jul 2024
Towards Adaptive Pseudo-label Learning for Semi-Supervised Temporal Action Localization Feixiang Zhou Bryan M. Williams Hossein Rahmani 40 1 0 10 Jul 2024
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation Suruchi Kumari Aryan Das S. K. Roy Indu Joshi Pravendra Singh 29 3 0 06 Jul 2024
Semi-Supervised Segmentation via Embedding Matching Weiyi Xie Nathalie Willems Nikolas Lessmann Tom Gibbons D. Massari 21 0 0 05 Jul 2024
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier Prantik Howlader Srijan Das Hieu M. Le Dimitris Samaras 36 5 0 04 Jul 2024
Model Guidance via Explanations Turns Image Classifiers into Segmentation Models Xiaoyan Yu Jannik Franzen Wojciech Samek Marina M.-C. Höhne Dagmar Kainmueller 36 0 0 03 Jul 2024
Depth-Guided Semi-Supervised Instance Segmentation Xin Chen Jie Hu Xiawu Zheng Jianghang Lin Liujuan Cao Rongrong Ji ISeg 3DV 32 1 0 25 Jun 2024
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot Study M. K. Dhar Chuanbo Wang Yash Patel Taiyu Zhang J. Niezgoda Sandeep Gopalakrishnan Keke Chen Zeyun Yu 36 1 0 23 Jun 2024
Blurry-Consistency Segmentation Framework with Selective Stacking on Differential Interference Contrast 3D Breast Cancer Spheroid Thanh-Huy Nguyen Thi Kim Ngan Ngo Mai-Anh Vu Ting-Yuan Tu 25 8 0 08 Jun 2024
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation Danni Yang Jiayi Ji Yiwei Ma Tianyu Guo Haowei Wang Xiaoshuai Sun Rongrong Ji ISeg VLM 32 5 0 03 Jun 2024
Extreme Point Supervised Instance Segmentation Hyeonjun Lee S. Hwang Suha Kwak 19 2 0 31 May 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 33 7 0 31 May 2024