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@article{bb139857,
        AUTHOR = "Kechaou, M. and Alaya, M.Z. and Herault, R. and Gasso, G.",
        TITLE = "Adversarial Semi-supervised domain adaptation for semantic
segmentation: A new role for labeled target samples",
        JOURNAL = CVIU,
        VOLUME = "253",
        YEAR = "2025",
        PAGES = "104305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135816"}

@article{bb139858,
        AUTHOR = "Zhou, H. and Zhong, P.",
        TITLE = "Wave-based cross-phase representation for weakly supervised
classification",
        JOURNAL = IVC,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "105527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135817"}

@article{bb139859,
        AUTHOR = "Singh, D. and Boubekki, A. and Jenssen, R. and Kampffmeyer, M.",
        TITLE = "SuperCM: Improving semi-supervised learning and domain adaptation
through differentiable clustering",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135818"}

@article{bb139860,
        AUTHOR = "Zeng, Z.X. and Sun, W.J. and Fang, X.Z. and Zhou, G.X. and Xie, S.L.",
        TITLE = "Joint low-rank and sparse components extraction for cross-domain
recognition",
        JOURNAL = PR,
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        YEAR = "2026",
        PAGES = "112121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135819"}

@inproceedings{bb139861,
        AUTHOR = "Fan, Y.X. and Cui, J. and Liang, J.",
        TITLE = "Learning Textual Prompts for Open-World Semi-Supervised Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14756-14765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135820"}

@inproceedings{bb139862,
        AUTHOR = "Wu, Z.Y. and Cui, J.S.",
        TITLE = "Image-feature Weak-to-strong Consistency: An Enhanced Paradigm for
Semi-supervised Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XV: 372-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135821"}

@inproceedings{bb139863,
        AUTHOR = "Song, J. and Kim, T.S. and Kim, J. and Nam, G. and Kooi, T. and Choo, J.",
        TITLE = "Is User Feedback Always Informative? Retrieval Latent Defending for
Semi-supervised Domain Adaptation Without Source Data",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXV: 72-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135822"}

@inproceedings{bb139864,
        AUTHOR = "Zhang, W.Y. and Liu, Q. and Cong, F.O.W. and Ragab, M. and Foo, C.S.",
        TITLE = "Universal Semi-Supervised Domain Adaptation by Mitigating
Common-Class Bias",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23912-23921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135823"}

@inproceedings{bb139865,
        AUTHOR = "Yan, Z.Z. and Wu, Y.S. and Qin, Y.P. and Han, X.G. and Cui, S.G. and Li, G.B.",
        TITLE = "Universal Semi-supervised Model Adaptation via Collaborative
Consistency Training",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "861-871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135824"}

@inproceedings{bb139866,
        AUTHOR = "Rahman, M.M. and Panda, R. and Ul Alam, M.A.",
        TITLE = "Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous
Learning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "402-411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135825"}

@inproceedings{bb139867,
        AUTHOR = "Lee, H.J. and Lee, G. and Kim, J. and Cho, S.J. and Kim, D. and Yoo, D.",
        TITLE = "Improving Multi-fidelity Optimization with a Recurring Learning Rate
for Hyperparameter Tuning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2308-2317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135826"}

@inproceedings{bb139868,
        AUTHOR = "Perez, G. and Maji, S.",
        TITLE = "Domain Adaptors for Hyperspectral Images",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3048-3055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135827"}

@inproceedings{bb139869,
        AUTHOR = "Kuchibhotla, H.C. and Malagi, S.S. and Chandhok, S. and Balasubramanian, V.N.",
        TITLE = "Unseen Classes at a Later Time? No Problem",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9235-9244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135828"}

@inproceedings{bb139870,
        AUTHOR = "Li, S.T. and Zhou, T.Y. and Tian, X. and Tao, D.C.",
        TITLE = "Learning to Collaborate in Decentralized Learning of Personalized
Models",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9756-9765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135829"}

@inproceedings{bb139871,
        AUTHOR = "Chen, L. and Lou, Y.H. and He, J.Z. and Bai, T. and Deng, M.H.",
        TITLE = "Geometric Anchor Correspondence Mining with Uncertainty Modeling for
Universal Domain Adaptation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16113-16122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135830"}

@inproceedings{bb139872,
        AUTHOR = "Xie, M. and Li, Y.X. and Wang, Y.B. and Luo, Z.K. and Gan, Z.Y. and Sun, Z.Y. and Chi, M.M. and Wang, C.J. and Wang, P.",
        TITLE = "Learning Distinctive Margin toward Active Domain Adaptation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7983-7992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135831"}

@inproceedings{bb139873,
        AUTHOR = "Sun, T. and Lu, C. and Zhang, T.S. and Ling, H.B.",
        TITLE = "Safe Self-Refinement for Transformer-based Domain Adaptation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7181-7190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135832"}

@inproceedings{bb139874,
        AUTHOR = "Ding, N. and Xu, Y.X. and Tang, Y.H. and Xu, C. and Wang, Y.H. and Tao, D.C.",
        TITLE = "Source-Free Domain Adaptation via Distribution Estimation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7202-7212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135833"}

@inproceedings{bb139875,
        AUTHOR = "Shen, Y.F. and Yang, Y.C. and Yan, M. and Wang, H. and Zheng, Y.Y. and Guibas, L.J.",
        TITLE = "Domain Adaptation on Point Clouds via Geometry-Aware Implicits",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7213-7222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135834"}

@inproceedings{bb139876,
        AUTHOR = "Saito, K. and Saenko, K.",
        TITLE = "OVANet: One-vs-All Network for Universal Domain Adaptation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8980-8989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135835"}

@inproceedings{bb139877,
        AUTHOR = "Li, K. and Liu, C. and Zhao, H. and Zhang, Y. and Fu, Y.",
        TITLE = "ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8558-8567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135836"}

@inproceedings{bb139878,
        AUTHOR = "Liang, J. and Hu, D.P. and Feng, J.S.",
        TITLE = "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16627-16637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135837"}

@inproceedings{bb139879,
        AUTHOR = "Li, B. and Wang, Y.Z. and Zhang, S.H. and Li, D.S. and Keutzer, K. and Darrell, T.J. and Zhao, H.",
        TITLE = "Learning Invariant Representations and Risks for Semi-supervised
Domain Adaptation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1104-1113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135838"}

@inproceedings{bb139880,
        AUTHOR = "Kim, Y. and Kim, C.",
        TITLE = "Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and
Progressive Self-Training",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1059-1066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135839"}

@inproceedings{bb139881,
        AUTHOR = "Yang, L. and Wang, Y. and Gao, M.F. and Shrivastava, A. and Weinberger, K.Q. and Chao, W.L. and Lim, S.N.",
        TITLE = "Deep Co-Training with Task Decomposition for Semi-Supervised Domain
Adaptation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8886-8896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135840"}

@inproceedings{bb139882,
        AUTHOR = "Kim, T. and Kim, C.",
        TITLE = "Attract, Perturb, and Explore: Learning a Feature Alignment Network for
Semi-supervised Domain Adaptation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIV:591-607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135841"}

@inproceedings{bb139883,
        AUTHOR = "Marini, N. and Otalora, S. and Muller, H. and Atzori, M.",
        TITLE = "Semi-supervised Learning with a Teacher-Student Paradigm for
Histopathology Classification: A Resource to Face Data Heterogeneity
and Lack of Local Annotations",
        BOOKTITLE = AIDP20,
        YEAR = "2020",
        PAGES = "105-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135842"}

@inproceedings{bb139884,
        AUTHOR = "Chen, L.C. and Lopes, R.G. and Cheng, B. and Collins, M.D. and Cubuk, E.D. and Zoph, B. and Adam, H. and Shlens, J.",
        TITLE = "Naive-Student: Leveraging Semi-supervised Learning in Video Sequences
for Urban Scene Segmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IX:695-714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135843"}

@inproceedings{bb139885,
        AUTHOR = "He, G. and Liu, X. and Fan, F. and You, J.",
        TITLE = "Classification-aware Semi-supervised Domain Adaptation",
        BOOKTITLE = MULWS20,
        YEAR = "2020",
        PAGES = "4147-4156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135844"}

@inproceedings{bb139886,
        AUTHOR = "Saito, K. and Kim, D. and Sclaroff, S. and Darrell, T.J. and Saenko, K.",
        TITLE = "Semi-Supervised Domain Adaptation via Minimax Entropy",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "8049-8057",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135845"}

@inproceedings{bb139887,
        AUTHOR = "Jakubovitz, D. and Rodrigues, M.R.D. and Giryes, R.",
        TITLE = "Lautum Regularization for Semi-Supervised Transfer Learning",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "763-767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135846"}

@inproceedings{bb139888,
        AUTHOR = "Liu, P. and Cheng, C. and Feng, Y. and Shao, X. and Zhou, X.",
        TITLE = "Semi-supervised domain adaptation via convolutional neural network",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2841-2845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605sesu5.html#TT135847"}

@article{bb139889,
        AUTHOR = "Gong, B.Q. and Grauman, K. and Sha, F.",
        TITLE = "Learning Kernels for Unsupervised Domain Adaptation with Applications
to Visual Object Recognition",
        JOURNAL = IJCV,
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        MONTH = "August",
        PAGES = "3-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135848"}

@inproceedings{bb139890,
        AUTHOR = "Gong, B.Q. and Shi, Y. and Sha, F. and Grauman, K.",
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        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2066-2073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135849"}

@article{bb139891,
        AUTHOR = "Gopalan, R. and Li, R.N. and Chellappa, R.",
        TITLE = "Unsupervised Adaptation Across Domain Shifts by Generating
Intermediate Data Representations",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2288-2302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135850"}

@inproceedings{bb139892,
        AUTHOR = "Gopalan, R. and Li, R.N. and Chellappa, R.",
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        BOOKTITLE = ICCV11,
        YEAR = "2011",
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@article{bb139893,
        AUTHOR = "Li, R.N. and Patel, V.M. and Gopalan, R. and Chellappa, R.",
        TITLE = "Domain Adaptation for Visual Recognition",
        JOURNAL = FTCGV,
        VOLUME = "8",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "285-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135852"}

@article{bb139894,
        AUTHOR = "Patel, V.M. and Gopalan, R. and Li, R.N. and Chellappa, R.",
        TITLE = "Visual Domain Adaptation: A survey of recent advances",
        JOURNAL = SPMag,
        VOLUME = "32",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "53-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135853"}

@article{bb139895,
        AUTHOR = "Samanta, S. and Das, S.",
        TITLE = "Unsupervised domain adaptation using eigenanalysis in kernel space
for categorisation tasks",
        JOURNAL = IET-IPR,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "925-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135854"}

@inproceedings{bb139896,
        AUTHOR = "Selvan, A.T. and Samanta, S. and Das, S.",
        TITLE = "Domain adaptation using weighted sub-space sampling for object
categorization",
        BOOKTITLE = ICAPR15,
        YEAR = "2015",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135855"}

@article{bb139897,
        AUTHOR = "Fernando, B. and Tommasi, T. and Tuytelaars, T.",
        TITLE = "Joint cross-domain classification and subspace learning for
unsupervised adaptation",
        JOURNAL = PRL,
        VOLUME = "65",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "60-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135856"}

@inproceedings{bb139898,
        AUTHOR = "Tommasi, T. and Tuytelaars, T.",
        TITLE = "A Testbed for Cross-Dataset Analysis",
        BOOKTITLE = TASKCV14,
        YEAR = "2014",
        PAGES = "18-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135857"}

@article{bb139899,
        AUTHOR = "Redko, I. and Bennani, Y.",
        TITLE = "Non-negative embedding for fully unsupervised domain adaptation",
        JOURNAL = PRL,
        VOLUME = "77",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "35-41",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT135858"}

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