@inproceedings{bb70100,
        AUTHOR = "Fan, Z.K. and Sun, X. and Dong, J.Y.",
        TITLE = "Average Activation Network for Weakly Supervised Semantic
Segmentation",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "657-662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67833"}

@inproceedings{bb70101,
        AUTHOR = "Wang, L.T. and Li, X.J. and Liao, Y. and Jiang, Z. and Wu, J.L. and Wang, F. and Qian, C. and Liu, S.",
        TITLE = "HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "IX:314-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67834"}

@inproceedings{bb70102,
        AUTHOR = "Chen, Z.Z. and Wang, T. and Wu, X.W. and Hua, X.S. and Zhang, H.W. and Sun, Q.",
        TITLE = "Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "959-968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67835"}

@inproceedings{bb70103,
        AUTHOR = "Chen, Z. and Tian, Z.Q. and Zhu, J. and Li, C. and Du, S.Y.",
        TITLE = "C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on
Medical Image",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "11666-11675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67836"}

@inproceedings{bb70104,
        AUTHOR = "Li, J. and Fan, J.S. and Zhang, Z.X.",
        TITLE = "Towards Noiseless Object Contours for Weakly Supervised Semantic
Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16835-16844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67837"}

@inproceedings{bb70105,
        AUTHOR = "Xie, J.H. and Xiang, J.F. and Chen, J.L. and Hou, X.X. and Zhao, X.D. and Shen, L.L.",
        TITLE = "C2 AM: Contrastive learning of Class-agnostic Activation Map for
Weakly Supervised Object Localization and Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "979-988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67838"}

@inproceedings{bb70106,
        AUTHOR = "Sun, W.X. and Zhang, J. and Barnes, N.M.",
        TITLE = "Inferring the Class Conditional Response Map for Weakly Supervised
Semantic Segmentation",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2653-2662",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67839"}

@inproceedings{bb70107,
        AUTHOR = "Wu, T. and Huang, J. and Gao, G.Y. and Wei, X.M. and Wei, X.L. and Luo, X. and Liu, C.H.",
        TITLE = "Embedded Discriminative Attention Mechanism for Weakly Supervised
Semantic Segmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16760-16769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67840"}

@inproceedings{bb70108,
        AUTHOR = "Oh, Y. and Kim, B. and Ham, B.",
        TITLE = "Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised
Semantic Segmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6909-6918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67841"}

@inproceedings{bb70109,
        AUTHOR = "Liu, Z.Z. and Qi, X.J. and Fu, C.W.",
        TITLE = "One Thing One Click: A Self-Training Approach for Weakly Supervised
3D Semantic Segmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1726-1736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67842"}

@inproceedings{bb70110,
        AUTHOR = "Neven, R. and Neven, D. and de Brabandere, B. and Proesmans, M. and Goedeme, T.",
        TITLE = "Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty",
        BOOKTITLE = ILDAV21,
        YEAR = "2021",
        PAGES = "1678-1686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67843"}

@inproceedings{bb70111,
        AUTHOR = "Yin, J.H. and Zhang, S.Q. and Chang, D.L. and Ma, Z.Y. and Guo, J.",
        TITLE = "Dual-attention Guided Dropblock Module for Weakly Supervised Object
Localization",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4229-4236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67844"}

@inproceedings{bb70112,
        AUTHOR = "Cao, T.Y. and Du, L.Y. and Zhang, X.Y. and Chen, S.H. and Zhang, Y. and Wang, Y.F.",
        TITLE = "CaT: Weakly Supervised Object Detection with Category Transfer",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "3050-3059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67845"}

@inproceedings{bb70113,
        AUTHOR = "Zhang, P. and Zhang, B. and Zhang, T. and Chen, D. and Wang, Y. and Wen, F.",
        TITLE = "Prototypical Pseudo Label Denoising and Target Structure Learning for
Domain Adaptive Semantic Segmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12409-12419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67846"}

@inproceedings{bb70114,
        AUTHOR = "Zhang, T.Y. and Lin, G.S. and Liu, W.D. and Cai, J.F. and Kot, A.",
        TITLE = "Splitting Vs. Merging: Mining Object Regions with Discrepancy and
Intersection Loss for Weakly Supervised Semantic Segmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXII:663-679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67847"}

@inproceedings{bb70115,
        AUTHOR = "Fan, J.S. and Zhang, Z.X. and Tan, T.N.",
        TITLE = "Employing Multi-estimations for Weakly-supervised Semantic Segmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:332-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67848"}

@inproceedings{bb70116,
        AUTHOR = "Chang, Y. and Wang, Q. and Hung, W. and Piramuthu, R. and Tsai, Y. and Yang, M.",
        TITLE = "Weakly-Supervised Semantic Segmentation via Sub-Category Exploration",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8988-8997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67849"}

@inproceedings{bb70117,
        AUTHOR = "Fan, J. and Zhang, Z. and Song, C. and Tan, T.",
        TITLE = "Learning Integral Objects With Intra-Class Discriminator for
Weakly-Supervised Semantic Segmentation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4282-4291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67850"}

@inproceedings{bb70118,
        AUTHOR = "Zareian, A. and Karaman, S. and Chang, S.",
        TITLE = "Weakly Supervised Visual Semantic Parsing",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "3733-3742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67851"}

@inproceedings{bb70119,
        AUTHOR = "Yu, Z. and Zhuge, Y. and Lu, H. and Zhang, L.",
        TITLE = "Joint Learning of Saliency Detection and Weakly Supervised Semantic
Segmentation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7222-7232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67852"}

@inproceedings{bb70120,
        AUTHOR = "Marin, D. and Boykov, Y.Y.",
        TITLE = "Robust Trust Region for Weakly Supervised Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "6588-6598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67853"}

@inproceedings{bb70121,
        AUTHOR = "Shen, Y.H. and Cao, L.J. and Chen, Z.W. and Zhang, B.C. and Su, C. and Wu, Y.J. and Huang, F.Y. and Ji, R.R.",
        TITLE = "Parallel Detection-and-Segmentation Learning for Weakly Supervised
Instance Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8178-8188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67854"}

@inproceedings{bb70122,
        AUTHOR = "Shen, Y.H. and Ji, R.R. and Wang, Y. and Wu, Y.J. and Cao, L.J.",
        TITLE = "Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "697-707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67855"}

@inproceedings{bb70123,
        AUTHOR = "Vernaza, P. and Chandraker, M.",
        TITLE = "Learning Random-Walk Label Propagation for Weakly-Supervised Semantic
Segmentation",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2953-2961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67856"}

@inproceedings{bb70124,
        AUTHOR = "Xing, F.Z. and Cambria, E. and Huang, W.B. and Xu, Y.",
        TITLE = "Weakly supervised semantic segmentation with superpixel embedding",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1269-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67857"}

@inproceedings{bb70125,
        AUTHOR = "Pourian, N. and Karthikeyan, S. and Manjunath, B.S.",
        TITLE = "Weakly Supervised Graph Based Semantic Segmentation by Learning
Communities of Image-Parts",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1359-1367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67858"}

@inproceedings{bb70126,
        AUTHOR = "Zhang, W. and Zeng, S. and Wang, D. and Xue, X.Y.",
        TITLE = "Weakly supervised semantic segmentation for social images",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2718-2726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67859"}

@inproceedings{bb70127,
        AUTHOR = "Ying, P. and Liu, J. and Lu, H.Q.",
        TITLE = "Dictionary learning based superpixels clustering for
weakly-supervised semantic segmentation",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "4258-4262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67860"}

@inproceedings{bb70128,
        AUTHOR = "Liu, Y. and Liu, J. and Li, Z.C. and Tang, J.H. and Lu, H.Q.",
        TITLE = "Weakly-Supervised Dual Clustering for Image Semantic Segmentation",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "2075-2082",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67861"}

@article{bb70129,
        AUTHOR = "Song, Y. and Ou, Z.",
        TITLE = "Semi-Supervised Seq2seq Joint-Stochastic-Approximation Autoencoders
With Applications to Semantic Parsing",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "31-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67862"}

@article{bb70130,
        AUTHOR = "Liang, C.B. and Cheng, B. and Xiao, B.H. and He, C.Q. and Liu, X.N. and Jia, N. and Chen, J.F.",
        TITLE = "Semi-/Weakly-Supervised Semantic Segmentation Method and Its
Application for Coastal Aquaculture Areas Based on Multi-Source
Remote Sensing Images: Taking the Fujian Coastal Area (Mainly Sanduo)
as an Example",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67863"}

@article{bb70131,
        AUTHOR = "Hu, P. and Sclaroff, S. and Saenko, K.",
        TITLE = "Leveraging Geometric Structure for Label-Efficient Semi-Supervised
Scene Segmentation",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "6320-6330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67864"}

@article{bb70132,
        AUTHOR = "Guo, X.Q. and Liu, J. and Yuan, Y.X.",
        TITLE = "Semantic-Oriented Labeled-to-Unlabeled Distribution Translation for
Image Segmentation",
        JOURNAL = MedImg,
        VOLUME = "41",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "434-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67865"}

@inproceedings{bb70133,
        AUTHOR = "Guo, X.Q. and Yang, C. and Li, B. and Yuan, Y.X.",
        TITLE = "MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised
Domain Adaptation in Semantic Segmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3926-3935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67866"}

@article{bb70134,
        AUTHOR = "Cao, C. and Lin, T.W. and He, D.L. and Li, F. and Yue, H.J. and Yang, J.Y. and Ding, E.",
        TITLE = "Adversarial Dual-Student with Differentiable Spatial Warping for
Semi-Supervised Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "793-803",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67867"}

@article{bb70135,
        AUTHOR = "Kim, S. and Chikontwe, P. and An, S. and Park, S.H.",
        TITLE = "Uncertainty-aware semi-supervised few shot segmentation",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67868"}

@article{bb70136,
        AUTHOR = "Zang, Y.H. and Zhou, K.Y. and Huang, C. and Loy, C.C.",
        TITLE = "Semi-Supervised and Long-Tailed Object Detection with CascadeMatch",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "987-1001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67869"}

@article{bb70137,
        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/segment350semiss3.html#TT67870"}

@article{bb70138,
        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/segment350semiss3.html#TT67871"}

@article{bb70139,
        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/segment350semiss3.html#TT67872"}

@article{bb70140,
        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/segment350semiss3.html#TT67873"}

@article{bb70141,
        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/segment350semiss3.html#TT67874"}

@article{bb70142,
        AUTHOR = "Wang, Y. and Xuan, Z.W. and Ho, C. and Qi, G.J.",
        TITLE = "Adversarial Dense Contrastive Learning for Semi-Supervised Semantic
Segmentation",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "4459-4471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67875"}

@article{bb70143,
        AUTHOR = "Lee, M. and Lee, S. and Lee, J. and Shim, H.J.",
        TITLE = "Saliency as Pseudo-Pixel Supervision for Weakly and Semi-Supervised
Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "12341-12357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67876"}

@inproceedings{bb70144,
        AUTHOR = "Lee, S. and Lee, M. and Lee, J. and Shim, H.J.",
        TITLE = "Railroad is not a Train: Saliency as Pseudo-pixel Supervision for
Weakly Supervised Semantic Segmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5491-5501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67877"}

@article{bb70145,
        AUTHOR = "Hou, Y.Z. and Gould, S. and Zheng, L.",
        TITLE = "View-coherent correlation consistency for semi-supervised semantic
segmentation",
        JOURNAL = PR,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "110089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67878"}

@article{bb70146,
        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/segment350semiss3.html#TT67879"}

@article{bb70147,
        AUTHOR = "Wu, J.W. and Fan, H.Y. and Li, Z.Y. and Liu, G.H. and Lin, S.",
        TITLE = "Information Transfer in Semi-Supervised Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1174-1185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67880"}

@article{bb70148,
        AUTHOR = "Wang, Y.S. and Jang, J. and Kim, C.",
        TITLE = "Subdivided Mask Dispersion Framework for Semi-Supervised Semantic
Segmentation",
        JOURNAL = PRL,
        VOLUME = "179",
        YEAR = "2024",
        PAGES = "58-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67881"}

@article{bb70149,
        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/segment350semiss3.html#TT67882"}

@article{bb70150,
        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/segment350semiss3.html#TT67883"}

@article{bb70151,
        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/segment350semiss3.html#TT67884"}

@article{bb70152,
        AUTHOR = "Zhang, R.T. and Zhu, H.Y. and Zhang, H.W. and Gong, C. and Zhou, J.T.Y. and Meng, F.M.",
        TITLE = "Blessing few-shot segmentation via semi-supervised learning with
noisy support images",
        JOURNAL = PR,
        VOLUME = "154",
        YEAR = "2024",
        PAGES = "110503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67885"}

@inproceedings{bb70153,
        AUTHOR = "Zhang, R.T. and Zhu, H.Y. and Zhang, H.W. and Gong, C. and Zhou, J.T.Y. and Meng, F.M.",
        TITLE = "Semi-Supervised Few-Shot Segmentation with Noisy Support Images",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1550-1554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67886"}

@article{bb70154,
        AUTHOR = "Xiao, H. and Hong, Y.T. and Dong, L. and Yan, D. and Xiong, J.J. and Zhuang, J.Y. and Liang, D. and Peng, C.B.",
        TITLE = "Multi-Level Label Correction by Distilling Proximate Patterns for
Semi-Supervised Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "8077-8087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67887"}

@article{bb70155,
        AUTHOR = "Xie, H.Y. and Wang, C.Q. and Zhao, J. and Liu, Y. and Dan, J. and Fu, C. and Sun, B.G.",
        TITLE = "PRCL: Probabilistic Representation Contrastive Learning for
Semi-Supervised Semantic Segmentation",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4343-4361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67888"}

@article{bb70156,
        AUTHOR = "Yin, J.J. and Yan, S. and Chen, T. and Chen, Y. and Yao, Y.Z.",
        TITLE = "Class Probability Space Regularization for semi-supervised semantic
segmentation",
        JOURNAL = CVIU,
        VOLUME = "249",
        YEAR = "2024",
        PAGES = "104146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67889"}

@article{bb70157,
        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/segment350semiss3.html#TT67890"}

@article{bb70158,
        AUTHOR = "Yang, X. and Zhou, Q. and Wei, Z.Y. and Liu, H. and Wang, N.N. and Gao, X.B.",
        TITLE = "Elaborate Teacher: Improved Semi-Supervised Object Detection With
Rich Image Exploiting",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "11345-11357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67891"}

@article{bb70159,
        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/segment350semiss3.html#TT67892"}

@article{bb70160,
        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/segment350semiss3.html#TT67893"}

@article{bb70161,
        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 = "Psges 3296-3311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67894"}

@article{bb70162,
        AUTHOR = "Han, W.Q. and Jiang, W. and Geng, J. and Miao, W.",
        TITLE = "Difference-Complementary Learning and Label Reassignment for Multimodal
Semi-Supervised Semantic Segmentation of Remote Sensing Images",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "566-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67895"}

@article{bb70163,
        AUTHOR = "Hu, K. and Chen, X.B. and Chen, Z.N. and Zhang, Y. and Gao, X.",
        TITLE = "Multi-Perspective Pseudo-Label Generation and Confidence-Weighted
Training for Semi-Supervised Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "300-311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67896"}

@article{bb70164,
        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/segment350semiss3.html#TT67897"}

@article{bb70165,
        AUTHOR = "Qiao, P.C. and Wang, Y. and Liu, C. and Shang, L. and Sun, B.G. and Wang, Z.N. and Zheng, X.W. and Ji, R.R. and Chen, J.",
        TITLE = "Adaptive Fuzzy Positive Learning for Annotation-Scarce Semantic
Segmentation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1048-1066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67898"}

@inproceedings{bb70166,
        AUTHOR = "Qiao, P.C. and Wei, Z.D. and Wang, Y. and Wang, Z.N. and Song, G. and Xu, F. and Ji, X.Y. and Liu, C. and Chen, J.",
        TITLE = "Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15465-15474",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67899"}

@article{bb70167,
        AUTHOR = "Zhang, R.X. and Xu, C. and Xu, F. and Yang, W. and He, G.J. and Yu, H. and Xia, G.S.",
        TITLE = "S3OD: Size-unbiased semi-supervised object detection in aerial images",
        JOURNAL = PandRS,
        VOLUME = "221",
        YEAR = "2025",
        PAGES = "179-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67900"}

@article{bb70168,
        AUTHOR = "Yang, L. and Zhao, Z. and Zhao, H.S.",
        TITLE = "UniMatch V2: Pushing the Limit of Semi-Supervised Semantic
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3031-3048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67901"}

@article{bb70169,
        AUTHOR = "Wang, H.C. and Wang, Y.C. and Shen, Y.J. and Fan, J.S. and Wang, Y.X. and Zhang, Z.X.",
        TITLE = "Using Unreliable Pseudo-Labels for Label-Efficient Semantic
Segmentation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1476-1498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67902"}

@inproceedings{bb70170,
        AUTHOR = "Wang, Y.C. and Wang, H.C. and Shen, Y.J. and Fei, J.J. and Li, W. and Jin, G.Q. and Wu, L.W. and Zhao, R. and Le, X.",
        TITLE = "Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "4238-4247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67903"}

@article{bb70171,
        AUTHOR = "Ran, L.Y. and Li, Y. and Liang, G.Q. and Zhang, Y.N.",
        TITLE = "Pseudo Labeling Methods for Semi-Supervised Semantic Segmentation:
A Review and Future Perspectives",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3054-3080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67904"}

@article{bb70172,
        AUTHOR = "Zhang, D.K. and Tang, Q. and Liu, F.G. and Mei, H.Q. and Chen, C.L.P.",
        TITLE = "Exploring Token-Level Augmentation in Vision Transformer for
Semi-Supervised Semantic Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1885-1889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67905"}

@article{bb70173,
        AUTHOR = "Ma, Q.K. and Zhang, Z. and Qiao, P.C. and Wang, Y. and Ji, R.R. and Liu, C. and Chen, J.",
        TITLE = "Dual-Level Masked Semantic Inference for Semi-Supervised Semantic
Segmentation",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "4029-4042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67906"}

@article{bb70174,
        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/segment350semiss3.html#TT67907"}

@article{bb70175,
        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/segment350semiss3.html#TT67908"}

@article{bb70176,
        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/segment350semiss3.html#TT67909"}

@article{bb70177,
        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/segment350semiss3.html#TT67910"}

@article{bb70178,
        AUTHOR = "Huang, Y. and Li, S. 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/segment350semiss3.html#TT67911"}

@article{bb70179,
        AUTHOR = "Sun, W.J. and Lei, Y.J. and Hong, D.F. and Hu, Z.W. and Li, Q.Q. and Zhang, J.",
        TITLE = "RSProtoSemiSeg: Semi-supervised semantic segmentation of high spatial
resolution remote sensing images with probabilistic distribution
prototypes",
        JOURNAL = PandRS,
        VOLUME = "228",
        YEAR = "2025",
        PAGES = "771-784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67912"}

@article{bb70180,
        AUTHOR = "Yin, J.J. and Chen, T. and Pei, G.S. and Liu, H.F. and Yao, Y.Z. and Nie, L.Q. and Hua, X.S.",
        TITLE = "Semi-Supervised Semantic Segmentation with Multi-Constraint
Consistency Learning",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6449-6461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350semiss3.html#TT67913"}

@article{bb70181,
        AUTHOR = "Li, S. and Zhao, J. 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/segment350semiss3.html#TT67914"}

@article{bb70182,
        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/segment350semiss3.html#TT67915"}

@inproceedings{bb70183,
        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/segment350semiss3.html#TT67916"}

@inproceedings{bb70184,
        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#TT67917"}

@inproceedings{bb70185,
        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#TT67918"}

@inproceedings{bb70186,
        AUTHOR = "Ma, Q. 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/segment350semiss3.html#TT67919"}

@inproceedings{bb70187,
        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/segment350semiss3.html#TT67920"}

@inproceedings{bb70188,
        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/segment350semiss3.html#TT67921"}

@inproceedings{bb70189,
        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#TT67922"}

@inproceedings{bb70190,
        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/segment350semiss3.html#TT67923"}

@inproceedings{bb70191,
        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/segment350semiss3.html#TT67924"}

@inproceedings{bb70192,
        AUTHOR = "Zhao, Z. and Wang, Z.C. and Wang, L. 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/segment350semiss3.html#TT67925"}

@inproceedings{bb70193,
        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/segment350semiss3.html#TT67926"}

@inproceedings{bb70194,
        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/segment350semiss3.html#TT67927"}

@inproceedings{bb70195,
        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/segment350semiss3.html#TT67928"}

@inproceedings{bb70196,
        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#TT67929"}

@inproceedings{bb70197,
        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/segment350semiss3.html#TT67930"}

@inproceedings{bb70198,
        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#TT67931"}

@inproceedings{bb70199,
        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#TT67932"}