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TITLE = "Deep semi-supervised learning method based on sample adaptive weights
and discriminative feature learning",
JOURNAL = JVCIR,
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@article{bb146702,
AUTHOR = "Tian, C.X. and Li, L.L. and Liu, X. and Jiao, L.C. and Liu, F. and Yang, S.Y.",
TITLE = "Deep semi-supervised relation preserving learning model",
JOURNAL = PR,
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@inproceedings{bb146703,
AUTHOR = "Li, J. and Wang, H.J. and Jiang, Z.Z. and Liu, Y.",
TITLE = "Spatial-Spectral Consistency: A Semi-Supervised Approach for
Multispectral Scene Classification",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "67-72",
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@inproceedings{bb146704,
AUTHOR = "Heidari, M. and Alchihabi, A. and Yan, H. and Guo, Y.H.",
TITLE = "A Unified Framework for Heterogeneous Semi-supervised Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15371-15380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142638"}
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AUTHOR = "Cheng, B. and Lu, J. and Tian, Y. and Zhao, H.F. and Chang, Y. and Du, L.",
TITLE = "CGMatch: A Different Perspective of Semi-supervised Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15381-15391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142639"}
@inproceedings{bb146706,
AUTHOR = "Ma, T.H. and Chen, H. and Hu, J.C. and Zhu, Y.G. and Li, X.M.",
TITLE = "Forming Auxiliary High-confident Instance-level Loss to Promote
Learning from Label Proportions",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20592-20601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142640"}
@inproceedings{bb146707,
AUTHOR = "Yi, L.J. and Sun, T. and Zhang, Y.K. and Zheng, S.Z. and Lyu, W.M. and Ling, H.B. and Chen, C.",
TITLE = "PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class
Heterogeneity and Aligning with Pivots",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7918-7927",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142641"}
@inproceedings{bb146708,
AUTHOR = "Paul, S. and Patterson, Z. and Bouguila, N.",
TITLE = "Improving 3d Semi-supervised Learning by Effectively Utilizing All
Unlabelled Data",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVI: 55-71",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142642"}
@inproceedings{bb146709,
AUTHOR = "Rao, S. and Mahajan, S. and Bohle, M. and Schiele, B.",
TITLE = "Discover-Then-Name: Task-Agnostic Concept Bottlenecks via Automated
Concept Discovery",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVII: 444-461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142643"}
@inproceedings{bb146710,
AUTHOR = "Tian, S.Y. and Wei, H.X. and Wang, Y.Q. and Feng, L.",
TITLE = "CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "19479-19488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142644"}
@inproceedings{bb146711,
AUTHOR = "Xiao, R.X. and Feng, L. and Tang, K. and Zhao, J. and Li, Y.X. and Chen, G. and Wang, H.",
TITLE = "Targeted Representation Alignment for Open-World Semi-Supervised
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "23072-23082",
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@inproceedings{bb146712,
AUTHOR = "Zhang, F. and Hua, X.S. and Chen, C. and Luo, X.",
TITLE = "Fine-grained Prototypical Voting with Heterogeneous Mixup for
Semi-supervised 2D-3D Cross-modal Retrieval",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17016-17026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142646"}
@inproceedings{bb146713,
AUTHOR = "Ihler, S. and Kuhnke, F. and Kuhlgatz, T. and Seel, T.",
TITLE = "Distribution-Aware Multi-Label FixMatch for Semi-Supervised Learning
on CheXpert",
BOOKTITLE = EnhanceMedIm24,
YEAR = "2024",
PAGES = "2295-2304",
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@inproceedings{bb146714,
AUTHOR = "Yue, X. and Lu, Z.Q. and Lin, X.R. and Ren, W.J. and Shao, Z.J. and Hu, H.N. and Zhang, Y. and Liao, Q.M.",
TITLE = "Semi-Stereo: A Universal Stereo Matching Framework for Imperfect Data
via Semi-supervised Learning",
BOOKTITLE = L3D24,
YEAR = "2024",
PAGES = "646-655",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142648"}
@inproceedings{bb146715,
AUTHOR = "Majurski, M. and Menon, S. and Farvardin, P. and Chapman, D.",
TITLE = "A Method of Moments Embedding Constraint and its Application to
Semi-Supervised Learning",
BOOKTITLE = ZeroShot24,
YEAR = "2024",
PAGES = "7809-7818",
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@inproceedings{bb146716,
AUTHOR = "Huang, Z. and Jiang, R.J. and Aeron, S. and Hughes, M.C.",
TITLE = "Systematic comparison of semi-supervised and self-supervised learning
for medical image classification",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "22282-22293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT142650"}
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AUTHOR = "Tanaka, Y. and Yoshida, S.M. and Shibata, T. and Terao, M. and Okatani, T. and Sugiyama, M.",
TITLE = "Appearance-Based Curriculum for Semi-Supervised Learning with
Multi-Angle Unlabeled Data",
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YEAR = "2024",
PAGES = "2768-2777",
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@inproceedings{bb146718,
AUTHOR = "Nguyen, K.B.",
TITLE = "Debiasing, calibrating, and improving Semi-supervised Learning
performance via simple Ensemble Projector",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2430-2439",
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@inproceedings{bb146719,
AUTHOR = "Nguyen, K.B.",
TITLE = "SequenceMatch Revisiting the design of weak-strong augmentations for
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BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "96-105",
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AUTHOR = "Nguyen, K.B. and Yang, J.S.",
TITLE = "Boosting Semi-Supervised Learning by bridging high and low-confidence
predictions",
BOOKTITLE = LIMIT23,
YEAR = "2023",
PAGES = "1020-1030",
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AUTHOR = "Xu, H.M. and Liu, L.Q. and Chen, H. and Abbasnejad, E. and Felix, R.",
TITLE = "Progressive Feature Adjustment for Semi-supervised Learning from
Pretrained Models",
BOOKTITLE = VCL23,
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PAGES = "3284-3294",
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AUTHOR = "Pirvu, M. and Marcu, A. and Dobrescu, A. and Belbachir, N. and Leordeanu, M.",
TITLE = "Multi-Task Hypergraphs for Semi-supervised Learning using Earth
Observations",
BOOKTITLE = VCL23,
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AUTHOR = "Fan, Y. and Kukleva, A. and Dai, D.X. and Schiele, B.",
TITLE = "SSB: Simple but Strong Baseline for Boosting Performance of Open-Set
Semi-Supervised Learning",
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AUTHOR = "Yang, L.H. and Zhao, Z. and Qi, L. and Qiao, Y. and Shi, Y.H. and Zhao, H.S.",
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AUTHOR = "Zheng, M.K. and You, S. and Huang, L. and Luo, C. and Wang, F. and Qian, C. and Xu, C.",
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AUTHOR = "Cendra, F.J. and Zhao, B.C. and Han, K.",
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Discovery",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IV: 188-205",
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AUTHOR = "Zhao, B.C. and Wen, X. and Han, K.",
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Category Discovery",
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PAGES = "16577-16587",
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Semi-Supervised Learning",
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AUTHOR = "Li, Z.K. and Qi, L. and Shi, Y.H. and Gao, Y.",
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Inliers and Outliers Utilization",
BOOKTITLE = ICCV23,
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TITLE = "Towards Semi-supervised Learning with Non-random Missing Labels",
BOOKTITLE = ICCV23,
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AUTHOR = "Hernandez Sequeira, I. and Fernandez Beltran, R. and Xu, Y.H. and Ghamisi, P. and Pla, F.",
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BOOKTITLE = CIAP23,
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AUTHOR = "Karaliolios, N. and Chabot, F. and Dupont, C. and Le Borgne, H. and Pham, Q.C. and Audigier, R.",
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Semi-Supervised Learning",
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YEAR = "2023",
PAGES = "525-529",
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AUTHOR = "Chen, X.X. and Zheng, Y.H. and Zheng, Y.P. and Zhou, Q. and Zhao, H. and Zhou, G. and Zhang, Y.Q.",
TITLE = "DPF: Learning Dense Prediction Fields with Weak Supervision",
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@inproceedings{bb146735,
AUTHOR = "Nassar, I. and Hayat, M. and Abbasnejad, E. and Rezatofighi, H. and Haffari, G.",
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Prototypical Consistency for Efficient Semi-Supervised Learning",
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@inproceedings{bb146736,
AUTHOR = "Sosea, T. and Caragea, C.",
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AUTHOR = "Li, L.J. and Zhang, Y.H. and Huang, A.P.",
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Classification",
BOOKTITLE = ACCV22,
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AUTHOR = "Masud, U. and Cohen, E. and Bendidi, I. and Bollot, G. and Genovesio, A.",
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Screening Quality Control",
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AUTHOR = "Chen, Z.M. and Jing, L.L. and Yang, L. and Li, Y.W. and Li, B.",
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TITLE = "Semi-Supervised Learning for Sparsely-Labeled Sequential Data:
Application to Healthcare Video Processing",
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YEAR = "2023",
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AUTHOR = "Xu, H.Y. and Huang, L. and Jiang, B. and Tang, J. and Zhang, S.J.",
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Perception",
BOOKTITLE = "ICPR22",
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AUTHOR = "Wallin, E. and Svensson, L. and Kahl, F. and Hammarstrand, L.",
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AUTHOR = "Wallin, E. and Svensson, L. and Kahl, F. and Hammarstrand, L.",
TITLE = "DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision",
BOOKTITLE = "ICPR22",
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TITLE = "A Data-Centric Approach for Improving Ambiguous Labels with Combined
Semi-supervised Classification and Clustering",
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PAGES = "VIII:363-380",
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@inproceedings{bb146746,
AUTHOR = "Tang, H. and Sun, L. and Jia, K.",
TITLE = "Stochastic Consensus: Enhancing Semi-Supervised Learning with
Consistency of Stochastic Classifiers",
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AUTHOR = "Rizve, M.N. and Kardan, N. and Shah, M.",
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AUTHOR = "Yuan, X.K. and Li, Z.L.H. and Wang, G.A.",
TITLE = "ActiveMatch: End-To-End Semi-Supervised Active Representation
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AUTHOR = "Hu, H.T. and Xie, L.X. and Huo, X.Y. and Hong, R.C. and Tian, Q.",
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@inproceedings{bb146750,
AUTHOR = "Wang, X.D. and Lian, L. and Yu, S.X.",
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@inproceedings{bb146751,
AUTHOR = "Duan, Y. and Qi, L. and Wang, L. and Zhou, L.P. and Shi, Y.H.",
TITLE = "RDA: Reciprocal Distribution Alignment for Robust Semi-supervised
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@inproceedings{bb146752,
AUTHOR = "Kim, J. and Min, Y. and Kim, D. and Lee, G. and Seo, J. and Ryoo, K. and Kim, S.",
TITLE = "ConMatch: Semi-supervised Learning with Confidence-Guided Consistency
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@inproceedings{bb146753,
AUTHOR = "He, X.L. and Liu, H.B. and Gong, N.Z.Q. and Zhang, Y.",
TITLE = "Semi-Leak: Membership Inference Attacks Against Semi-supervised
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@inproceedings{bb146754,
AUTHOR = "Rizve, M.N. and Kardan, N. and Khan, S. and Khan, F.S. and Shah, M.",
TITLE = "OpenLDN: Learning to Discover Novel Classes for Open-World
Semi-Supervised Learning",
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@inproceedings{bb146755,
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TITLE = "Exploring the Equivalence of Siamese Self-Supervised Learning via A
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BOOKTITLE = CVPR22,
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@inproceedings{bb146756,
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@inproceedings{bb146757,
AUTHOR = "Zhang, T. and Qiu, C. and Ke, W. and Susstrunk, S. and Salzmann, M.",
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@inproceedings{bb146758,
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AUTHOR = "Kim, N.R. and Lee, J.S. and Lee, J.H.",
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Scarce Labeled Samples",
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