@inproceedings{bb71300,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT68992"}
@inproceedings{bb71301,
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#TT68993"}
@inproceedings{bb71302,
AUTHOR = "Kwon, D. and Kwak, S.",
TITLE = "Semi-supervised Semantic Segmentation with Error Localization Network",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9947-9957",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT68994"}
@inproceedings{bb71303,
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#TT68995"}
@inproceedings{bb71304,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT68996"}
@inproceedings{bb71305,
AUTHOR = "Zatsarynna, O. and Sawatzky, J. and Gall, J.",
TITLE = "Discovering Latent Classes for Semi-supervised Semantic Segmentation",
BOOKTITLE = GCPR20,
YEAR = "2020",
PAGES = "202-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT68997"}
@inproceedings{bb71306,
AUTHOR = "Luo, W.F. and Yang, M.",
TITLE = "Semi-supervised Semantic Segmentation via Strong-weak Dual-branch
Network",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "V:784-800",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT68998"}
@inproceedings{bb71307,
AUTHOR = "Stekovic, S. and Fraundorfer, F. and Lepetit, V.",
TITLE = "Casting Geometric Constraints in Semantic Segmentation as
Semi-Supervised Learning",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "1843-1852",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT68999"}
@inproceedings{bb71308,
AUTHOR = "Wang, Z. and Wei, Y. and Feris, R. and Xiong, J. and Hwu, W. and Huang, T.S. and Shi, H.",
TITLE = "Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation
Method for Semantic Segmentation",
BOOKTITLE = VL3W20,
YEAR = "2020",
PAGES = "4043-4047",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT69000"}
@inproceedings{bb71309,
AUTHOR = "Kalluri, T. and Varma, G. and Chandraker, M. and Jawahar, C.V.",
TITLE = "Universal Semi-Supervised Semantic Segmentation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "5258-5269",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT69001"}
@inproceedings{bb71310,
AUTHOR = "Wei, Y. and Xiao, H. and Shi, H. and Jie, Z. and Feng, J. and Huang, T.S.",
TITLE = "Revisiting Dilated Convolution: A Simple Approach for Weakly- and
Semi-Supervised Semantic Segmentation",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "7268-7277",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT69002"}
@article{bb71311,
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#TT69003"}
@article{bb71312,
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#TT69004"}
@article{bb71313,
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#TT69005"}
@article{bb71314,
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
consistency training",
JOURNAL = IVC,
VOLUME = "165",
YEAR = "2026",
PAGES = "105833",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69006"}
@article{bb71315,
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#TT69007"}
@inproceedings{bb71316,
AUTHOR = "Zhao, Z. and Wang, Z.C. and Wang, L.Y. and Yu, D. and Yuan, Y.X. and Zhou, L.P.",
TITLE = "Alternate Diverse Teaching for Semi-supervised Medical Image
Segmentation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "V: 227-243",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69008"}
@article{bb71317,
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#TT69009"}
@inproceedings{bb71318,
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,
YEAR = "2024",
PAGES = "11642-11651",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69010"}
@article{bb71319,
AUTHOR = "Chen, J.K. and Zhang, J.G. and Debattista, K. and Han, J.G.",
TITLE = "Semi-Supervised Unpaired Medical Image Segmentation Through
Task-Affinity Consistency",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "594-605",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69011"}
@article{bb71320,
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#TT69012"}
@article{bb71321,
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#TT69013"}
@article{bb71322,
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#TT69014"}
@article{bb71323,
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#TT69015"}
@article{bb71324,
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#TT69016"}
@article{bb71325,
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#TT69017"}
@article{bb71326,
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#TT69018"}
@article{bb71327,
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#TT69019"}
@article{bb71328,
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#TT69020"}
@inproceedings{bb71329,
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#TT69021"}
@article{bb71330,
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#TT69022"}
@article{bb71331,
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#TT69023"}
@article{bb71332,
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#TT69024"}
@article{bb71333,
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#TT69025"}
@article{bb71334,
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#TT69026"}
@article{bb71335,
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#TT69027"}
@article{bb71336,
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#TT69028"}
@article{bb71337,
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#TT69029"}
@article{bb71338,
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#TT69030"}
@article{bb71339,
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#TT69031"}
@article{bb71340,
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#TT69032"}
@article{bb71341,
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#TT69033"}
@article{bb71342,
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#TT69034"}
@article{bb71343,
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#TT69035"}
@article{bb71344,
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#TT69036"}
@article{bb71345,
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#TT69037"}
@article{bb71346,
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#TT69038"}
@article{bb71347,
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#TT69039"}
@inproceedings{bb71348,
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#TT69040"}
@article{bb71349,
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#TT69041"}
@article{bb71350,
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#TT69042"}
@article{bb71351,
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#TT69043"}
@article{bb71352,
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#TT69044"}
@article{bb71353,
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#TT69045"}
@article{bb71354,
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#TT69046"}
@article{bb71355,
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#TT69047"}
@article{bb71356,
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#TT69048"}
@article{bb71357,
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#TT69049"}
@article{bb71358,
AUTHOR = "Sun, J. and Wang, M. and Zhao, J.X. and Yang, D. and Bai, H. and Li, X.M.",
TITLE = "Dual-Region Consistency Learning With Contrastive Refinement for
Semi-Supervised Medical Image Segmentation",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70091",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69050"}
@article{bb71359,
AUTHOR = "Yang, Y. and Zhuang, J.X. and Sun, G.Y. and Wang, R.X. and Su, J.",
TITLE = "Boundary-Guided Contrastive Learning for Semi-Supervised Medical
Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "2973-2988",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69051"}
@article{bb71360,
AUTHOR = "Qin, G. and Liu, H. and Zhang, X. and Li, W. and Guo, Y.X. and Guo, C.B.",
TITLE = "Semi-Supervised Medical Hyperspectral Image Segmentation Using
Adversarial Consistency Constraint Learning and Cross Indication
Network",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "5414-5428",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69052"}
@article{bb71361,
AUTHOR = "Zeng, Q.J. and Xie, Y.T. and Lu, Z. and Lu, M.K. and Zhang, J.F. and Xia, Y.",
TITLE = "Consistency-Guided Differential Decoding for Enhancing
Semi-Supervised Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "44-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69053"}
@article{bb71362,
AUTHOR = "Zeng, Q.J. and Xie, Y.T. and Lu, Z. and Lu, M.K. and Wu, Y.C. and Xia, Y.",
TITLE = "Segment Together: A Versatile Paradigm for Semi-Supervised Medical
Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "2948-2959",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69054"}
@article{bb71363,
AUTHOR = "Zeng, Q.J. and Lu, Z.L. and Xie, Y.T. and Xia, Y.",
TITLE = "PICK: Predict and Mask for Semi-supervised Medical Image Segmentation",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3296-3311",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69055"}
@article{bb71364,
AUTHOR = "Liu, Y.Y. and Tian, Y. and Wang, C. and Chen, Y.H. and Liu, F.B. and Belagiannis, V. and Carneiro, G.",
TITLE = "Translation Consistent Semi-Supervised Segmentation for 3D Medical
Images",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "952-968",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69056"}
@article{bb71365,
AUTHOR = "Du, G.X. and Wu, R. and Xu, J.M. and Zeng, X. and Xiong, S.W.",
TITLE = "Dual Diversity and Pseudo-Label Correction Learning for
Semi-Supervised Medical Image Segmentation",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
PAGES = "e70194",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69057"}
@article{bb71366,
AUTHOR = "Zeng, X. and Xiong, S.W. and Xu, J.M. and Du, G.X. and Rong, Y.",
TITLE = "Uncertainty Co-Estimator for Improving Semi-Supervised Medical Image
Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "3870-3881",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69058"}
@article{bb71367,
AUTHOR = "Guo, X.R. and Lu, Y. and Zuo, Y. and Wang, J.X. and Zheng, Y.J.",
TITLE = "IEDC-Net: Internal-External Dual Correction Mechanisms for
Semi-Supervised Medical Image Segmentation",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
PAGES = "e70163",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69059"}
@article{bb71368,
AUTHOR = "Yu, B.Q. and Liu, Y.",
TITLE = "Caudo-Diff: Diffusion calibrated pseudo labels in guided latent space
for minimally supervised medical segmentation",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112007",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69060"}
@article{bb71369,
AUTHOR = "Huang, Y. and Li, S.W. and Guo, Z. and Mei, Q. and Han, Z. and Wang, X.J. and Wang, H.Q.",
TITLE = "Boundary feature alignment for semi-supervised medical image
segmentation",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "111946",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69061"}
@article{bb71370,
AUTHOR = "Li, S.M. and Zhao, J.Y. and Hao, Y. and Zhang, C.X. and Song, Z.J.",
TITLE = "Beyond the Distribution: Perturbation Toward Domain Distribution
Boundary for Strengthening Generalizable Semi-Supervised Segmentation",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3535-3539",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69062"}
@article{bb71371,
AUTHOR = "Long, J.W. and Li, Y.W.",
TITLE = "MaFMatch: Semi-Supervised Medical Image Segmentation Network Based on
Mixed Data and Feature Augmentation",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "6",
PAGES = "e70228",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69063"}
@article{bb71372,
AUTHOR = "Lv, Z. and Wu, Z. and Zhu, J.H.",
TITLE = "Clustering-guided contrastive prototype learning: Towards
semi-supervised medical image segmentation",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112321",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69064"}
@article{bb71373,
AUTHOR = "Zheng, B. and Zhao, W. and Liu, W.T. and He, Z.Y. and Qin, C.B. and Yang, H.",
TITLE = "Semi-supervised medical image segmentation via pseudo-labeling
refinement and dual-adaptive adjustment schemes",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112310",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69065"}
@article{bb71374,
AUTHOR = "Li, S. and Qi, L. and Yu, Q. and Huo, J. and Shi, Y.H. and Gao, Y.",
TITLE = "Stitching, Fine-Tuning, and Re-Training: A SAM-Enabled Framework for
Semi-Supervised 3D Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "3909-3923",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69066"}
@article{bb71375,
AUTHOR = "Zhang, Q.X. and Wang, H.N. and Li, X.M.",
TITLE = "S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic
Semi-Supervised Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "4487-4498",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69067"}
@article{bb71376,
AUTHOR = "Chen, X. and Tong, L. and Zhao, H.X. and Du, B.",
TITLE = "Uncertainty-Guided Adaptive Correction for Semi-Supervised Medical
Image Segmentation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "7975-7988",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69068"}
@article{bb71377,
AUTHOR = "Li, Z. and Shan, D.D. and Li, Y.X. and Kinahan, P.E. and Hong, Q.Q.",
TITLE = "Scale-aware adaptive supervised network with limited medical
annotations",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112743",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69069"}
@article{bb71378,
AUTHOR = "Wu, H. and Wang, C. and Cui, Z.M.",
TITLE = "Dual Cross-Image Semantic Consistency with Self-Aware Pseudo Labeling
for Semi-Supervised Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "177-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69070"}
@article{bb71379,
AUTHOR = "Shen, Z.Q. and Cao, P. and Zhou, Q.H. and Yang, J.Z. and Zaiane, O.R.",
TITLE = "Collaborative Learning of Augmentation and Disentanglement for
Semi-Supervised Domain Generalized Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "281-295",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69071"}
@article{bb71380,
AUTHOR = "Xu, Z. and Chen, C. and Lu, D. and Sun, J.H. and Wei, D. and Zheng, Y.F. and Li, Q.Z. and Tong, R.K.Y.",
TITLE = "GM-ABS: Promptable Generalist Model Drives Active Barely Supervised
Training in Specialist Model for 3D Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "308-319",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69072"}
@article{bb71381,
AUTHOR = "Cheng, Y.Z. and Zhou, X. and Wang, G.",
TITLE = "Multi-model co-training for medical image segmentation with limited
annotation",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112885",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69073"}
@inproceedings{bb71382,
AUTHOR = "Kumari, S. and Singh, P.",
TITLE = "Leveraging Fixed and Dynamic Pseudo-Labels in Cross-Supervision
Framework for Semi-Supervised Medical Image Segmentation",
BOOKTITLE = WiCV25,
YEAR = "2025",
PAGES = "3491-3501",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69074"}
@article{bb71383,
AUTHOR = "Zuo, W.B. and Liu, H.Y. and Wang, H. and Zeng, L.Q. and Tang, N.N. and Shang, F. and Wan, L. and Deng, J.J.",
TITLE = "Enhancing the impact of model performance gains for semi-supervised
medical image segmentation",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112889",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69075"}
@article{bb71384,
AUTHOR = "Zeng, Y. and Zhu, J.",
TITLE = "Language-Prompted Dynamic Learning for Semi-Supervised Medical Image
Segmentation",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "668-672",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69076"}
@inproceedings{bb71385,
AUTHOR = "Kumari, S. and Singh, P.",
TITLE = "Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10404-10413",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69077"}
@inproceedings{bb71386,
AUTHOR = "Ma, Q.H. and Zhang, J. and Li, Z.K. and Qi, L. and Yu, Q. and Shi, Y.H.",
TITLE = "Steady Progress Beats Stagnation: Mutual Aid of Foundation and
Conventional Models in Mixed Domain Semi-Supervised Medical Image
Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "5175-5185",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69078"}
@inproceedings{bb71387,
AUTHOR = "Hu, M. and Yin, J. and Ma, Z.Z. and Ma, J.H. and Zhu, F.Y. and Wu, B.B. and Wen, Y. and Wu, M. and Hu, C. and Hu, B.L. and Wang, Q.",
TITLE = "beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies
for Semi-Supervised Medical Image Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30839-30849",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69079"}
@inproceedings{bb71388,
AUTHOR = "Assefa, M. and Naseer, M. and Ganapathi, I.I. and Ali, S.S. and Seghier, M.L. and Werghi, N.",
TITLE = "DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning
for Semi-supervised Medical Image Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30850-30860",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69080"}
@inproceedings{bb71389,
AUTHOR = "Zhang, Z. and Yin, G.C. and Zhang, B. and Liu, W. and Zhou, X.Z. and Wang, W.D.",
TITLE = "A Semantic Knowledge Complementarity based Decoupling Framework for
Semi-supervised Class-imbalanced Medical Image Segmentation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25940-25949",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69081"}
@inproceedings{bb71390,
AUTHOR = "Xu, M. and Yang, H. and Song, B. and Hu, W. and Miao, J. and Cheng, E.",
TITLE = "Cross Image Feature Perturbation with Pseudo Label Fusion for
Semi-Supervised Medical Image Segmentation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7337-7347",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69082"}
@inproceedings{bb71391,
AUTHOR = "Liu, Q.Y. and Henderson, P. and Gu, X. and Dai, H. and Deligianni, F.",
TITLE = "Learning Semi-Supervised Medical Image Segmentation from Spatial
Registration",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6383-6393",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69083"}
@inproceedings{bb71392,
AUTHOR = "Gao, N. and Zhou, S.P. and Wang, L. and Zheng, N.N.",
TITLE = "PMT: Progressive Mean Teacher via Exploring Temporal Consistency for
Semi-Supervised Medical Image Segmentation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVIII: 144-160",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69084"}
@inproceedings{bb71393,
AUTHOR = "Liu, Y.F. and Wang, Z.Y. and Chen, T.X. and Ye, Z.",
TITLE = "Quadruple-Consistency Vision Transformer for Medical Image
Segmentation with Limited Number of Sparse Annotations",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "2101-2107",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69085"}
@inproceedings{bb71394,
AUTHOR = "Bai, Y.H. and Chen, D. and Li, Q.L. and Shen, W. and Wang, Y.",
TITLE = "Bidirectional Copy-Paste for Semi-Supervised Medical Image
Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11514-11524",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69086"}
@inproceedings{bb71395,
AUTHOR = "Basak, H. and Yin, Z.Z.",
TITLE = "Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical
Image Segmentation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "19786-19797",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69087"}
@inproceedings{bb71396,
AUTHOR = "Miao, J.Z. and Chen, C. and Liu, F. and Wei, H. and Heng, P.A.",
TITLE = "CauSSL: Causality-Inspired Semi-Supervised Learning for Medical Image
Segmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "21369-21380",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69088"}
@inproceedings{bb71397,
AUTHOR = "Qiu, M. and Zhang, J. and Qi, L. and Yu, Q. and Shi, Y.H. and Gao, Y.",
TITLE = "The Devil Is in the Statistics: Mitigating and Exploiting Statistics
Difference for Generalizable Semi-supervised Medical Image Segmentation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LIV: 74-91",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69089"}
@inproceedings{bb71398,
AUTHOR = "Qi, W.B. and Wu, J. and Chan, S.C.",
TITLE = "Gradient-aware for Class-imbalanced Semi-supervised Medical Image
Segmentation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LV: 473-490",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69090"}
@inproceedings{bb71399,
AUTHOR = "Chi, H.Y. and Pang, J. and Zhang, B.F. and Liu, W.F.",
TITLE = "Adaptive Bidirectional Displacement for Semi-Supervised Medical Image
Segmentation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "4070-4080",
BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semee5.html#TT69091"}
Last update:Feb 26, 2026 at 10:58:24