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        TITLE = "Deep Co-Space: Sample Mining Across Feature Transformation for
Semi-Supervised Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144929"}

@article{bb149001,
        AUTHOR = "Adeli, E. and Thung, K.H. and An, L. and Wu, G.R. and Shi, F. and Wang, T. and Shen, D.G.",
        TITLE = "Semi-Supervised Discriminative Classification Robust to
Sample-Outliers and Feature-Noises",
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        MONTH = "February",
        PAGES = "515-522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144930"}

@inproceedings{bb149002,
        AUTHOR = "Sabokrou, M. and Khalooei, M. and Adeli, E.",
        TITLE = "Self-Supervised Representation Learning via Neighborhood-Relational
Encoding",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "8009-8018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144931"}

@article{bb149003,
        AUTHOR = "Lai, D.Y. and Tian, W. and Chen, L.",
        TITLE = "Improving classification with semi-supervised and fine-grained
learning",
        JOURNAL = PR,
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@article{bb149004,
        AUTHOR = "Zhang, L. and Luo, M. and Li, Z. and Nie, F. and Zhang, H. and Liu, J. and Zheng, Q.",
        TITLE = "Large-Scale Robust Semisupervised Classification",
        JOURNAL = Cyber,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144933"}

@article{bb149005,
        AUTHOR = "Bi, H.X. and Sun, J. and Xu, Z.B.",
        TITLE = "A Graph-Based Semisupervised Deep Learning Model for PolSAR Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
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        MONTH = "April",
        PAGES = "2116-2132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144934"}

@article{bb149006,
        AUTHOR = "Challa, A. and Danda, S. and Sagar, B.S.D. and Najman, L.",
        TITLE = "Watersheds for Semi-Supervised Classification",
        JOURNAL = SPLetters,
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        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "720-724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144935"}

@article{bb149007,
        AUTHOR = "Wada, Y. and Su, S.Q.A. and Kumagai, W. and Kanamori, T.",
        TITLE = "Robust Label Prediction via Label Propagation and Geodesic k-Nearest
Neighbor in Online Semi-Supervised Learning",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1537-1545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144936"}

@article{bb149008,
        AUTHOR = "Li, Q.L. and Liu, W.Q. and Li, L.",
        TITLE = "Self-reinforced diffusion for graph-based semi-supervised learning",
        JOURNAL = PRL,
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144937"}

@article{bb149009,
        AUTHOR = "Mei, J.H. and Jiang, X.D. and Cai, J.F.",
        TITLE = "Learning local feature representation from matching, clustering and
spatial transform",
        JOURNAL = JVCIR,
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144938"}

@article{bb149010,
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        TITLE = "Bioinspired Scene Classification by Deep Active Learning With Remote
Sensing Applications",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144939"}

@article{bb149011,
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        TITLE = "Accelerating Flexible Manifold Embedding for Scalable Semi-Supervised
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        JOURNAL = CirSysVideo,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144940"}

@article{bb149012,
        AUTHOR = "Yang, J. and Shebalov, S. and Klabjan, D.",
        TITLE = "Semi-Supervised Learning for Discrete Choice Models",
        JOURNAL = ITS,
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@article{bb149013,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144942"}

@inproceedings{bb149014,
        AUTHOR = "Valev, V. and Yanev, N. and Krzyzak, A. and Ben Suliman, K.",
        TITLE = "Supervised Classification Using Feature Space Partitioning",
        BOOKTITLE = SSSPR18,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144943"}

@inproceedings{bb149015,
        AUTHOR = "Yanev, N. and Valev, V. and Ben Suliman, K. and Krzyzak, A.",
        TITLE = "Supervised Classification Using Graph-based Space Partitioning for
Multiclass Problems",
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@article{bb149016,
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        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144945"}

@article{bb149017,
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@article{bb149018,
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        TITLE = "Semi-supervised learning framework based on statistical analysis for
image set classification",
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@article{bb149019,
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samples",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144949"}

@article{bb149021,
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        TITLE = "Diverse training dataset generation based on a multi-objective
optimization for semi-Supervised classification",
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@article{bb149022,
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@article{bb149025,
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@inproceedings{bb149026,
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@article{bb149027,
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@article{bb149028,
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@article{bb149030,
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Multiple Information Sources",
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@article{bb149031,
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Semi-Supervised Learning on Small Sets of Labeled Samples",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144960"}

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        TITLE = "ROAM: Random layer mixup for semi-supervised learning in medical
images",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144963"}

@article{bb149035,
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        TITLE = "Adaptive Weighted Losses With Distribution Approximation for
Efficient Consistency-Based Semi-Supervised Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144964"}

@article{bb149036,
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@article{bb149037,
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@article{bb149038,
        AUTHOR = "Zhang, Y. and Ji, S.Y. and Zou, C.Q. and Zhao, X.B. and Ying, S.H. and Gao, Y.",
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Acceleration on Graph Using Data Distribution",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144967"}

@article{bb149039,
        AUTHOR = "Fan, Y. and Kukleva, A. and Schiele, B.",
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        JOURNAL = IJCV,
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@article{bb149040,
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A Survey of Theoretical Results",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144969"}

@article{bb149041,
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        TITLE = "Semi-supervised vector-valued learning: Improved bounds and algorithms",
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@article{bb149042,
        AUTHOR = "Jiang, Y.B.Y. and Li, X.D. and Chen, Y.F. and He, Y. and Xu, Q.Q. and Yang, Z.Y. and Cao, X.C. and Huang, Q.M.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144971"}

@article{bb149043,
        AUTHOR = "Huang, Z. and Yang, J. and Gong, C.",
        TITLE = "They are Not Completely Useless: Towards Recycling Transferable
Unlabeled Data for Class-Mismatched Semi-Supervised Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144972"}

@article{bb149044,
        AUTHOR = "Jia, N. and Tian, X.L. and Gao, W.X. and Jiao, L.C.",
        TITLE = "Deep Graph-Convolutional Generative Adversarial Network for
Semi-Supervised Learning on Graphs",
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        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144973"}

@inproceedings{bb149045,
        AUTHOR = "Streicher, O. and Gilboa, G.",
        TITLE = "Graph Laplacian for Semi-supervised Learning",
        BOOKTITLE = SSVM23,
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144974"}

@article{bb149046,
        AUTHOR = "Yang, Q.S. and Chen, Z. and Yuan, Y.X.",
        TITLE = "Hierarchical Bias Mitigation for Semi-Supervised Medical Image
Classification",
        JOURNAL = MedImg,
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        MONTH = "August",
        PAGES = "2200-2210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144975"}

@article{bb149047,
        AUTHOR = "Wang, K. and Zhang, C.Q. and Geng, Y. and Ma, H.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144976"}

@article{bb149048,
        AUTHOR = "Tao, H. and Jiang, J.C. and Hou, C.P. and Luo, T.J. and Fan, R.D. and Zhang, J.",
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@article{bb149049,
        AUTHOR = "Chen, Y.B. and Mancini, M. and Zhu, X.T. and Akata, Z.",
        TITLE = "Semi-Supervised and Unsupervised Deep Visual Learning: A Survey",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144978"}

@article{bb149050,
        AUTHOR = "Qin, X. and Yuan, C. and Jiang, J.H. and Chen, L.",
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sample similarity",
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@article{bb149051,
        AUTHOR = "Liu, Q. and Yue, J. and Kuang, Y. and Xie, W.Y. and Fang, L.Y.",
        TITLE = "SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing
Scenes With Cross-Object Consistency",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144980"}

@article{bb149052,
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@article{bb149053,
        AUTHOR = "Long, Z.G. and Gao, Y. and Meng, H. and Chen, Y.X. and Kou, H.",
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@article{bb149054,
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@article{bb149069,
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Serve Deep Image Clustering",
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ultra-fine-grained novel class discovery",
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Sample Selection",
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Reconstruction for Semi-Supervised Hyperspectral Image Classification",
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Multispectral Scene Classification",
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@inproceedings{bb149082,
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@inproceedings{bb149083,
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@inproceedings{bb149084,
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@inproceedings{bb149085,
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@inproceedings{bb149086,
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@inproceedings{bb149087,
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@inproceedings{bb149088,
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@inproceedings{bb149089,
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@inproceedings{bb149090,
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@inproceedings{bb149091,
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@inproceedings{bb149092,
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@inproceedings{bb149093,
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@inproceedings{bb149094,
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@inproceedings{bb149095,
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@inproceedings{bb149096,
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@inproceedings{bb149097,
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@inproceedings{bb149098,
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@inproceedings{bb149099,
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Last update:Jul 6, 2026 at 19:51:11