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AUTHOR = "Pelaez Vegas, A. and Aguilera Martos, I. and Mesejo, P. and Luengo, J.",
TITLE = "A Survey on Deep Learning-Based Semi-Supervised Semantic Segmentation",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2026",
NUMBER = "12",
MONTH = "May",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70578"}
@article{bb72901,
AUTHOR = "Li, W.K. and Sun, R. and Li, Z.Y. and Chen, Y.J. and Zhang, T.Z.",
TITLE = "DA-Cal: Toward Cross-Domain Calibration in Semantic Segmentation",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "7206-7221",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70579"}
@inproceedings{bb72902,
AUTHOR = "Mai, H.Y. and Sun, R. and Zhang, T.Z. and Wu, F.",
TITLE = "RankMatch: Exploring the Better Consistency Regularization for
Semi-Supervised Semantic Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3391-3401",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70580"}
@inproceedings{bb72903,
AUTHOR = "Howlader, P. and Nguyen Canh, H. and Das, S. and Xu, J.Y. and Le, H. and Samaras, D.",
TITLE = "CORA: Consistency-Guided Semi-Supervised Framework for Reasoning
Segmentation",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "5934-5944",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70581"}
@inproceedings{bb72904,
AUTHOR = "Shin, W. and Park, H.J. and Kim, J.S. and Yun, J. and Park, S.H. and Han, S.W.",
TITLE = "PrevMatch: Revisiting and Maximizing Temporal Knowledge in
Semi-Supervised Semantic Segmentation",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "4953-4963",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70582"}
@inproceedings{bb72905,
AUTHOR = "Yeh, C.T. and Li, H.T. and Chen, K.E. and Chiang, C.K.",
TITLE = "Leveraging Masked Feature and Consistency Regularization for
Unsupervised Domain Adaptation Based Semi-Supervised Semantic
Segmentation",
BOOKTITLE = MVA25,
YEAR = "2025",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70583"}
@inproceedings{bb72906,
AUTHOR = "Lu, C.Y. and Derakhshandeh, K. and Chaterji, S.",
TITLE = "Improving Semi-Supervised Semantic Segmentation with
Sliced-Wasserstein Feature Alignment and Uniformity",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20233-20243",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70584"}
@inproceedings{bb72907,
AUTHOR = "Karypidis, E. and Kakogeorgiou, I. and Gidaris, S. and Komodakis, N.",
TITLE = "Advancing Semantic Future Prediction through Multimodal Visual
Sequence Transformers",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "3793-3803",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70585"}
@inproceedings{bb72908,
AUTHOR = "Thakur, R.S. and Kurmi, V.K.",
TITLE = "Uncertainty and Energy based Loss Guided Semi-Supervised Semantic
Segmentation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "8035-8045",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70586"}
@inproceedings{bb72909,
AUTHOR = "Howlader, P. and Das, S. and Le, H. and Samaras, D.",
TITLE = "Beyond Pixels: Semi-supervised Semantic Segmentation with a Multi-scale
Patch-based Multi-label Classifier",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXV: 342-360",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70587"}
@inproceedings{bb72910,
AUTHOR = "Hu, X.T. and Jiang, L. and Schiele, B.",
TITLE = "Training Vision Transformers for Semi-Supervised Semantic
Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "4007-4017",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70588"}
@inproceedings{bb72911,
AUTHOR = "Wang, X.Y. and Bai, H.H. and Yu, L.M. and Zhao, Y. and Xiao, J.",
TITLE = "Towards the Uncharted: Density-Descending Feature Perturbation for
Semi-supervised Semantic Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3303-3312",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70589"}
@inproceedings{bb72912,
AUTHOR = "Sun, B. and Yang, Y.Q. and Zhang, L. and Cheng, M.M. and Hou, Q.",
TITLE = "CorrMatch: Label Propagation via Correlation Matching for
Semi-Supervised Semantic Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3097-3107",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70590"}
@inproceedings{bb72913,
AUTHOR = "Wang, H.N. and Zhang, Q.X. and Li, Y. and Li, X.M.",
TITLE = "AllSpark: Reborn Labeled Features from Unlabeled in Transformer for
Semi-Supervised Semantic Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "3627-3636",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70591"}
@inproceedings{bb72914,
AUTHOR = "Maheshwari, H. and Liu, Y.C. and Kira, Z.",
TITLE = "Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic
Segmentation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1009-1019",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70592"}
@inproceedings{bb72915,
AUTHOR = "Liu, L.Y. and Wang, Z. and Phan, M.H. and Zhang, B. and Ge, J.C. and Liu, Y.F.",
TITLE = "BPKD: Boundary Privileged Knowledge Distillation For Semantic
Segmentation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1051-1061",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70593"}
@inproceedings{bb72916,
AUTHOR = "Liu, T. and Chen, C. and Yang, X. and Tan, W.M.",
TITLE = "Rethinking Knowledge Distillation with Raw Features for Semantic
Segmentation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1144-1153",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70594"}
@inproceedings{bb72917,
AUTHOR = "Li, P.X. and Purkait, P. and Ajanthan, T. and Abdolshah, M. and Garg, R. and Husain, H. and Xu, C.C. and Gould, S. and Ouyang, W.L. and van den Hengel, A.J.",
TITLE = "Semi-Supervised Semantic Segmentation under Label Noise via Diverse
Learning Groups",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1229-1238",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70595"}
@inproceedings{bb72918,
AUTHOR = "Ma, J. and Wang, C. and Liu, Y. and Lin, L. and Li, G.B.",
TITLE = "Enhanced Soft Label for Semi-Supervised Semantic Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1185-1195",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70596"}
@inproceedings{bb72919,
AUTHOR = "Dong, R.M. and Mou, L.C. and Chen, M.X. and Li, W.J. and Tong, X.Y. and Yuan, S. and Zhang, L.X. and Zheng, J.P. and Zhu, X.X. and Fu, H.",
TITLE = "Large-Scale Land Cover Mapping with Fine-Grained Classes via
Class-Aware Semi-Supervised Semantic Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16737-16747",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70597"}
@inproceedings{bb72920,
AUTHOR = "Liang, C. and Wang, W.G. and Miao, J.X. and Yang, Y.",
TITLE = "Logic-induced Diagnostic Reasoning for Semi-supervised Semantic
Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16151-16162",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70598"}
@inproceedings{bb72921,
AUTHOR = "Zhao, Z. and Yang, L. and Long, S. and Pi, J. and Zhou, L.P. and Wang, J.D.",
TITLE = "Augmentation Matters: A Simple-Yet-Effective Approach to
Semi-Supervised Semantic Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11350-11359",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70599"}
@inproceedings{bb72922,
AUTHOR = "Huang, H.M. and Xie, S. and Lin, L.F. and Tong, R.F. and Chen, Y.W. and Li, Y.X. and Wang, H. and Huang, Y.W. and Zheng, Y.F.",
TITLE = "SemiCVT: Semi-Supervised Convolutional Vision Transformer for
Semantic Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11340-11349",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70600"}
@inproceedings{bb72923,
AUTHOR = "Li, Y.J. and Wang, X.J. and Yang, L. and Feng, L.T. and Zhang, W. and Gao, Y.",
TITLE = "Diverse Cotraining Makes Strong Semi-Supervised Segmentor",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16009-16021",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70601"}
@inproceedings{bb72924,
AUTHOR = "Fang, Y. and Zhu, F. and Cheng, B. and Liu, L.Q. and Zhao, Y. and Wei, Y.C.",
TITLE = "Locating Noise is Halfway Denoising for Semi-Supervised Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16566-16576",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70602"}
@inproceedings{bb72925,
AUTHOR = "Wang, C.Q. and Xie, H.Y. and Yuan, Y.H. and Fu, C. and Yue, X.Y.",
TITLE = "Space Engage: Collaborative Space Supervision for Contrastive-based
Semi-Supervised Semantic Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "931-942",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70603"}
@inproceedings{bb72926,
AUTHOR = "Kar, P. and Chudasama, V. and Onoe, N. and Wasnik, P.",
TITLE = "Revisiting Class Imbalance for End-to-end Semi-Supervised Object
Detection",
BOOKTITLE = ECV23,
YEAR = "2023",
PAGES = "4570-4579",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70604"}
@inproceedings{bb72927,
AUTHOR = "Lao, J.W. and Hong, W.X. and Guo, X. and Zhang, Y.Y. and Wang, J. and Chen, J.D. and Chu, W.",
TITLE = "Simultaneously Short- and Long-Term Temporal Modeling for
Semi-Supervised Video Semantic Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "14763-14772",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70605"}
@inproceedings{bb72928,
AUTHOR = "Wang, Z.C. and Zhao, Z. and Xing, X.X. and Xu, D. and Kong, X.Y. and Zhou, L.P.",
TITLE = "Conflict-Based Cross-View Consistency for Semi-Supervised Semantic
Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "19585-19595",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70606"}
@inproceedings{bb72929,
AUTHOR = "Yang, L. and Qi, L. and Feng, L.T. and Zhang, W. and Shi, Y.H.",
TITLE = "Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic
Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7236-7246",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70607"}
@inproceedings{bb72930,
AUTHOR = "Wang, X.Y. and Zhang, B.F. and Yu, L.M. and Xiao, J.",
TITLE = "Hunting Sparsity: Density-Guided Contrastive Learning for
Semi-Supervised Semantic Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3114-3123",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70608"}
@inproceedings{bb72931,
AUTHOR = "Zhang, Y.Y. and Gong, Z.Q. and Zhao, X.Y. and Zheng, X.H. and Yao, W.",
TITLE = "Semi-supervised Semantic Segmentation with Uncertainty-guided Self
Cross Supervision",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VII:327-343",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70609"}
@inproceedings{bb72932,
AUTHOR = "Rangnekar, A. and Kanan, C. and Hoffman, M.",
TITLE = "Semantic Segmentation with Active Semi-Supervised Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5955-5966",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70610"}
@inproceedings{bb72933,
AUTHOR = "Kong, H. and Lee, G.H. and Kim, S. and Lee, S.W.",
TITLE = "Pruning-Guided Curriculum Learning for Semi-Supervised Semantic
Segmentation",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5903-5912",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70611"}
@inproceedings{bb72934,
AUTHOR = "Teh, E.W. and de Vries, T. and Duke, B. and Jiang, R. and Aarabi, P. and Taylor, G.W.",
TITLE = "The GIST and RIST of Iterative Self-Training for Semi-Supervised
Segmentation",
BOOKTITLE = CRV22,
YEAR = "2022",
PAGES = "58-66",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70612"}
@inproceedings{bb72935,
AUTHOR = "Pauletto, L. and Amini, M.R. and Winckler, N.",
TITLE = "Se2NAS: Self-Semi-Supervised architecture optimization for Semantic
Segmentation",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "54-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70613"}
@inproceedings{bb72936,
AUTHOR = "Chen, Y. and Ouyang, X. and Zhu, K.Y. and Agam, G.",
TITLE = "Semi-supervised Dual-Domain Adaptation for Semantic Segmentation",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "230-237",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70614"}
@inproceedings{bb72937,
AUTHOR = "Qin, J. and Wu, J. and Li, M. and Xiao, X.F. and Zheng, M. and Wang, X.G.",
TITLE = "Multi-granularity Distillation Scheme Towards Lightweight
Semi-supervised Semantic Segmentation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXX:481-498",
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@inproceedings{bb72938,
AUTHOR = "Cho, H. and Choi, I. and Kwak, S. and Kim, W.H.",
TITLE = "Interactive Network Perturbation between Teacher and Students for
Semi-Supervised Semantic Segmentation",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "615-624",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70616"}
@inproceedings{bb72939,
AUTHOR = "Kwon, D. and Kwak, S.",
TITLE = "Semi-supervised Semantic Segmentation with Error Localization Network",
BOOKTITLE = CVPR22,
YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70617"}
@inproceedings{bb72940,
AUTHOR = "Guan, D. and Huang, J.X. and Xiao, A. and Lu, S.J.",
TITLE = "Unbiased Subclass Regularization for Semi-Supervised Semantic
Segmentation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9958-9968",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70618"}
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AUTHOR = "Chen, S.J. and Jia, X. and He, J.Z. and Shi, Y.J. and Liu, J.Z.",
TITLE = "Semi-supervised Domain Adaptation based on Dual-level Domain Mixing
for Semantic Segmentation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "11013-11022",
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@inproceedings{bb72942,
AUTHOR = "Zatsarynna, O. and Sawatzky, J. and Gall, J.",
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BOOKTITLE = GCPR20,
YEAR = "2020",
PAGES = "202-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70620"}
@inproceedings{bb72943,
AUTHOR = "Luo, W.F. and Yang, M.",
TITLE = "Semi-supervised Semantic Segmentation via Strong-weak Dual-branch
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BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "V:784-800",
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@inproceedings{bb72944,
AUTHOR = "Stekovic, S. and Fraundorfer, F. and Lepetit, V.",
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Semi-Supervised Learning",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "1843-1852",
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BOOKTITLE = VL3W20,
YEAR = "2020",
PAGES = "4043-4047",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT70623"}
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AUTHOR = "Kalluri, T. and Varma, G. and Chandraker, M. and Jawahar, C.V.",
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Semi-Supervised Semantic Segmentation",
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@article{bb72948,
AUTHOR = "Shi, Y.H. and Zhang, J. and Ling, T. and Lu, J.W. and Zheng, Y.F. and Yu, Q. and Qi, L. and Gao, Y.",
TITLE = "Inconsistency-Aware Uncertainty Estimation for Semi-Supervised
Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "41",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "608-620",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70626"}
@article{bb72949,
AUTHOR = "Cao, L.Y. and Li, J.W. and Shi, Y.H.",
TITLE = "Background Matters: A Cross-View Bidirectional Modeling Framework for
Semi-Supervised Medical Image Segmentation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "4092-4107",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70627"}
@article{bb72950,
AUTHOR = "Wang, Y. and Li, Z.K. and Qi, L. and Yu, Q. and Shi, Y.H. and Gao, Y.",
TITLE = "Balancing Multi-Target Semi-Supervised Medical Image Segmentation
with Collaborative Generalist and Specialists",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "3025-3037",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70628"}
@article{bb72951,
AUTHOR = "Li, S.M. and Yin, S.Q. and Wang, H.R. and Zhang, C.X. and Song, Z.J.",
TITLE = "Semi-supervised medical image segmentation via anatomy-preserving
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JOURNAL = IVC,
VOLUME = "165",
YEAR = "2026",
PAGES = "105833",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70629"}
@article{bb72952,
AUTHOR = "Li, S.M. and Zhao, J.Y. and Hao, Y. and Zhang, C.X. and Song, Z.J.",
TITLE = "Diffusion-based controllable time-step consistency for
semi-supervised medical image segmentation",
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VOLUME = "180",
YEAR = "2026",
PAGES = "114203",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70630"}
@article{bb72953,
AUTHOR = "Li, S.M. and Zhang, J. and Qi, L. and Zhou, L.P. and Shi, Y.H. and Gao, Y.",
TITLE = "Diversity-Enhanced Collaborative Mamba for Semi-Supervised Medical
Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "500-514",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70631"}
@inproceedings{bb72954,
AUTHOR = "Zhao, Z. and Wang, Z.C. and Wang, L.Y. and Yu, D. and Yuan, Y.X. and Zhou, L.P.",
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Segmentation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "V: 227-243",
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@article{bb72955,
AUTHOR = "Ma, Q.H. and Zhang, J. and Qi, L. and Yu, Q. and Shi, Y.H. and Gao, Y.",
TITLE = "Unleashing the Power of Intermediate Domains for Mixed Domain
Semi-Supervised Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "4377-4389",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70633"}
@inproceedings{bb72956,
AUTHOR = "Ma, Q.H. and Zhang, J. and Qi, L. and Yu, Q. and Shi, Y.H. and Gao, Y.",
TITLE = "Constructing and Exploring Intermediate Domains in Mixed Domain
Semi-supervised Medical Image Segmentation",
BOOKTITLE = CVPR24,
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PAGES = "11642-11651",
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@article{bb72957,
AUTHOR = "Chen, J.K. and Zhang, J.G. and Debattista, K. and Han, J.G.",
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Task-Affinity Consistency",
JOURNAL = MedImg,
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YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "594-605",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70635"}
@article{bb72958,
AUTHOR = "Wu, F.P. and Zhuang, X.H.",
TITLE = "Minimizing Estimated Risks on Unlabeled Data: A New Formulation for
Semi-Supervised Medical Image Segmentation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "6021-6036",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70636"}
@article{bb72959,
AUTHOR = "Gu, R. and Zhang, J.Y. and Wang, G. and Lei, W.H. and Song, T. and Zhang, X.F. and Li, K. and Zhang, S.T.",
TITLE = "Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation
Across Similar Anatomical Structures",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "245-256",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70637"}
@article{bb72960,
AUTHOR = "Lei, T. and Zhang, D. and Du, X.G. and Wang, X. and Wan, Y. and Nandi, A.K.",
TITLE = "Semi-Supervised Medical Image Segmentation Using Adversarial
Consistency Learning and Dynamic Convolution Network",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "1265-1277",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70638"}
@article{bb72961,
AUTHOR = "Wicaksana, J. and Yan, Z.Q. and Zhang, D. and Huang, X.J. and Wu, H.M. and Yang, X. and Cheng, K.T.",
TITLE = "FedMix: Mixed Supervised Federated Learning for Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "1955-1968",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70639"}
@article{bb72962,
AUTHOR = "Xu, C.C. and Zhang, T. and Zhang, D. and Zhang, D.W. and Han, J.W.",
TITLE = "Deep Generative Adversarial Reinforcement Learning for
Semi-Supervised Segmentation of Low-Contrast and Small Objects in
Medical Images",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "3072-3084",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70640"}
@article{bb72963,
AUTHOR = "Liu, S. and Liu, C.P. and Ji, Y. and Li, Y.",
TITLE = "Regional Consistency for Semi-Supervised Segmentation of 3D Medical
Images",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1307-1311",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70641"}
@article{bb72964,
AUTHOR = "Tang, C. and Zeng, X.Y. and Zhou, L.P. and Zhou, Q.Z. and Wang, P. and Wu, X. and Ren, H.P. and Zhou, J. and Wang, Y.",
TITLE = "Semi-Supervised Medical Image Segmentation via Hard Positives
Oriented Contrastive Learning",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "110020",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70642"}
@article{bb72965,
AUTHOR = "He, A. and Li, T. and Yan, J.C. and Wang, K. and Fu, H.Z.",
TITLE = "Bilateral Supervision Network for Semi-Supervised Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "1715-1726",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70643"}
@article{bb72966,
AUTHOR = "Zhou, T. and Gu, Y.Q. and Huang, K.W. and Fu, H.Z. and Wu, X.J. and Kittler, J.V.",
TITLE = "Cross-sample Consistency Learning for Semi-supervised Medical Image
Segmentation",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "218",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70644"}
@article{bb72967,
AUTHOR = "Gu, Y.Q. and Zhou, T. and Zhang, Y.Z. and Zhou, Y. and He, K. and Gong, C. and Fu, H.Z.",
TITLE = "Dual-scale enhanced and cross-generative consistency learning for
semi-supervised medical image segmentation",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "110962",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70645"}
@article{bb72968,
AUTHOR = "Zhu, Y.Z. and Cheng, Z.M. and Wang, S.D. and Zhang, H.F.",
TITLE = "Learning De-biased prototypes for Few-shot Medical Image Segmentation",
JOURNAL = PRL,
VOLUME = "183",
YEAR = "2024",
PAGES = "71-77",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70646"}
@article{bb72969,
AUTHOR = "Huang, K.W. and Zhou, T. and Fu, H.Z. and Zhang, Y.Z. and Zhou, Y. and Wu, X.J.",
TITLE = "Uncertainty-Aware Cross-Training for Semi-Supervised Medical Image
Segmentation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "5543-5556",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70647"}
@inproceedings{bb72970,
AUTHOR = "Zhou, Y. and He, X.D. and Huang, L. and Liu, L. and Zhu, F. and Cui, S.S. and Shao, L.",
TITLE = "Collaborative Learning of Semi-Supervised Segmentation and
Classification for Medical Images",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2074-2083",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70648"}
@article{bb72971,
AUTHOR = "Zhou, T. and Zhou, Y. and Li, G.Y. and Chen, G. and Shen, J.B.",
TITLE = "Uncertainty-Aware Hierarchical Aggregation Network for Medical Image
Segmentation",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7440-7453",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70649"}
@article{bb72972,
AUTHOR = "Cheng, Z.M. and Wang, S.D. and Xin, T. and Zhou, T. and Zhang, H.F. and Shao, L.",
TITLE = "Few-Shot Medical Image Segmentation via Generating Multiple
Representative Descriptors",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "2202-2214",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70650"}
@article{bb72973,
AUTHOR = "Cheng, Z.M. and Wang, S.D. and Long, Y. and Zhou, T. and Zhang, H.F. and Shao, L.",
TITLE = "Dual Interspersion and Flexible Deployment for Few-Shot Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "2732-2744",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70651"}
@article{bb72974,
AUTHOR = "Zhu, Y.Z. and Wang, S.D. and Zhou, T. and Li, Z.C. and Zhang, H.F. and Shao, L.",
TITLE = "Cross-Domain Few-Shot Medical Image Segmentation via Dynamic Semantic
Matching",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6669-6682",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70652"}
@article{bb72975,
AUTHOR = "Bo, Y.T. and Zhou, T. and Li, Z.C. and Zhang, H.F. and Shao, L.",
TITLE = "Contrastive Graph Modeling for Cross-Domain Few-Shot Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "2173-2186",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70653"}
@article{bb72976,
AUTHOR = "Wang, K. and Zhang, X.H. and Zhang, X.B. and Lu, Y.T. and Huang, S. and Yang, D.",
TITLE = "EANet: Iterative edge attention network for medical image
segmentation",
JOURNAL = PR,
VOLUME = "127",
YEAR = "2022",
PAGES = "108636",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70654"}
@article{bb72977,
AUTHOR = "Zhao, J.Y. and Sun, L. and Fan, D.W. and Wang, K. and Si, H.P. and Fu, H.Z. and Zhang, D.Q.",
TITLE = "Uncertainty-Driven Edge Prompt Generation Network for Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "3950-3961",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70655"}
@article{bb72978,
AUTHOR = "Huang, K.W. and Zhou, T. and Fu, H.Z. and Zhang, Y.Z. and Zhou, Y. and Gong, C. and Liang, D.",
TITLE = "Learnable Prompting SAM-Induced Knowledge Distillation for
Semi-Supervised Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2295-2306",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70656"}
@article{bb72979,
AUTHOR = "Zhao, Y.Y. and He, K. and Zhang, Y.Z. and Zhou, Y. and Zhou, T. and Liang, D.",
TITLE = "Structured prompt-guided knowledge injection for medical image
segmentation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113852",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70657"}
@article{bb72980,
AUTHOR = "Ma, Y.X. and Wang, J.C. and Yang, J. and Wang, L.S.",
TITLE = "Model-Heterogeneous Semi-Supervised Federated Learning for Medical
Image Segmentation",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "1804-1815",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70658"}
@article{bb72981,
AUTHOR = "Wu, L.S. and Fang, L.Y. and He, X.X. and He, M. and Ma, J.Y. and Zhong, Z.",
TITLE = "Querying Labeled for Unlabeled: Cross-Image Semantic Consistency
Guided Semi-Supervised Semantic Segmentation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "8827-8844",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70659"}
@article{bb72982,
AUTHOR = "Dang, B. and Li, Y.S. and Zhang, Y.J. and Ma, J.Y.",
TITLE = "Progressive Learning With Cross-Window Consistency for
Semi-Supervised Semantic Segmentation",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "5219-5231",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70660"}
@article{bb72983,
AUTHOR = "Chen, Z.J. and Zhuo, W. and Wang, T.F. and Cheng, J. and Xue, W.F. and Ni, D.",
TITLE = "Semi-Supervised Representation Learning for Segmentation on Medical
Volumes and Sequences",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3972-3986",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70661"}
@article{bb72984,
AUTHOR = "Miao, J.Z. and Zhou, S.P. and Zhou, G.Q. and Wang, K.N. and Yang, M. and Zhou, S. and Chen, Y.",
TITLE = "SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training
Model for Semi-Supervised Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "1347-1364",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70662"}
@article{bb72985,
AUTHOR = "Zhang, F. and Liu, H.Y. and Wang, J.J. and Lyu, J. and Cai, Q. and Li, H.F. and Dong, J.Y. and Zhang, D.",
TITLE = "Cross Co-Teaching for Semi-Supervised Medical Image Segmentation",
JOURNAL = PR,
VOLUME = "152",
YEAR = "2024",
PAGES = "110426",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70663"}
@article{bb72986,
AUTHOR = "Cao, Z.Y. and Cai, Q. and Zhang, F. and Zhang, C. and Yan, K. and Liu, Z. and Wu, M. and Wei, X.L.",
TITLE = "MSemi: Adaptive Text-Image Fusion for Semi-Supervised Medical Image
Segmentation",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114318",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70664"}
@article{bb72987,
AUTHOR = "Yang, Y. and Zhang, L. and Ren, L.",
TITLE = "Semi-supervised medical image segmentation via cross teaching between
MobileNet and MobileViT",
JOURNAL = IVC,
VOLUME = "150",
YEAR = "2024",
PAGES = "105196",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70665"}
@article{bb72988,
AUTHOR = "Zhao, Z.D. and Wang, H.Y. and Lei, T. and Wang, X. and Shen, X.H. and Yao, H.Y.",
TITLE = "Balanced feature fusion collaborative training for semi-supervised
medical image segmentation",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110856",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70666"}
@article{bb72989,
AUTHOR = "Wang, Y.C. and Xiao, B. and Bi, X.L. and Li, W.S. and Gao, X.B.",
TITLE = "Boundary-Aware Prototype in Semi-Supervised Medical Image
Segmentation",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "5456-5467",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70667"}
@inproceedings{bb72990,
AUTHOR = "Wang, Y.C. and Xiao, B. and Bi, X.L. and Li, W.S. and Gao, X.B.",
TITLE = "MCF: Mutual Correction Framework for Semi-Supervised Medical Image
Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15651-15660",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70668"}
@article{bb72991,
AUTHOR = "Gai, D. and Wu, Y.X. and Xiao, Y.S. and Geng, Y.H. and Cao, L. and Xiong, X. and Zhong, A.Q.",
TITLE = "Semi-supervised contextual cognitive augmentation-based
cross-teaching network for multiclass medical image segmentation",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "13",
PAGES = "3989-4004",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70669"}
@article{bb72992,
AUTHOR = "Chen, Y.Z. and Liu, Y. and Lu, M. and Fu, L. and Yang, F.",
TITLE = "Multi-consistency for semi-supervised medical image segmentation via
diffusion models",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111216",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70670"}
@article{bb72993,
AUTHOR = "Wu, Q.H. and Jiang, X.X. and Zhang, D. and Feng, Y.F. and Tang, J.H.",
TITLE = "Cross-Set Data Augmentation for Semi-Supervised Medical Image
Segmentation",
JOURNAL = IVC,
VOLUME = "154",
YEAR = "2025",
PAGES = "105407",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70671"}
@article{bb72994,
AUTHOR = "Wang, J.H. and Ruan, D.S. and Li, Y. and Wang, Z.F. and Wu, Y.Q. and Tan, T. and Yang, G. and Jiang, M.F.",
TITLE = "Data augmentation strategies for semi-supervised medical image
segmentation",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111116",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70672"}
@article{bb72995,
AUTHOR = "Pan, Q.T. and Li, Z.R. and Qiao, W.H. and Lou, J.J. and Yang, Q. and Yang, G. and Ji, B.",
TITLE = "AMVLM: Alignment-Multiplicity Aware Vision-Language Model for
Semi-Supervised Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "4307-4322",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70673"}
@article{bb72996,
AUTHOR = "Yuan, Y.C. and Wang, X. and Yang, X. and Heng, P.A.",
TITLE = "Effective Semi-Supervised Medical Image Segmentation with
Probabilistic Representations and Prototype Learning",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1181-1193",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70674"}
@article{bb72997,
AUTHOR = "He, Y.P. and Li, L.J. and Zhan, T.X. and Pun, C.M. and Jiao, W. and Jin, Z.",
TITLE = "Co-evidential fusion with information volume for semi-supervised
medical image segmentation",
JOURNAL = PR,
VOLUME = "166",
YEAR = "2025",
PAGES = "111639",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70675"}
@article{bb72998,
AUTHOR = "Wang, C.S. and Xiong, C. and Zhao, B. and Ding, S.X.",
TITLE = "CycleMatch: Cyclic pseudo-labeling distillation in semi-supervised
medical image segmentation",
JOURNAL = PRL,
VOLUME = "193",
YEAR = "2025",
PAGES = "135-141",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70676"}
@article{bb72999,
AUTHOR = "Zhang, H.K. and Ma, P. and Liu, J.Z. and Lian, J. and Ma, Y.",
TITLE = "Prototype-augmented mean teacher for robust semi-supervised medical
image segmentation",
JOURNAL = PR,
VOLUME = "166",
YEAR = "2025",
PAGES = "111722",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT70677"}
Last update:Sep 30, 2026 at 11:45:00