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TITLE = "Few-shot classification with multisemantic information fusion network",
JOURNAL = IVC,
VOLUME = "141",
YEAR = "2024",
PAGES = "104869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141005"}
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AUTHOR = "Wei, X.S. and Xu, H.Y. and Yang, Z.W. and Duan, C.L. and Peng, Y.X.",
TITLE = "Negatives Make a Positive: An Embarrassingly Simple Approach to
Semi-Supervised Few-Shot Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2091-2103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141006"}
@article{bb145064,
AUTHOR = "Liu, Y.K. and Luo, Z.H. and Shi, D.M.",
TITLE = "A convex Kullback-Leibler optimization for semi-supervised few-shot
learning",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104152",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141007"}
@article{bb145065,
AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
TITLE = "Exploiting unlabeled data in few-shot learning with manifold
similarity and label cleaning",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141008"}
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AUTHOR = "Jing, K. and Ma, H. and Zhang, C. and Wen, L. and Zhang, Z.R.",
TITLE = "Recursive Confidence Training for Pseudo-Labeling Calibration in
Semi-Supervised Few-Shot Learning",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "3194-3208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141009"}
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AUTHOR = "Jing, K. and Ma, H. and Zhang, C. and Shang, Z.Y. and Zha, Z.Y. and Wen, B.",
TITLE = "Confidence Matters: Balanced Pseudo-Label Selection for
Semi-Supervised Few-Shot Learning",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "8645-8659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141010"}
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AUTHOR = "Liu, G. and Zhao, R. and Zheng, B.",
TITLE = "Hypergraph regularized discriminative non-negative Tucker
decomposition with label information for data clustering",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112933",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141011"}
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AUTHOR = "Jiang, B.B. and Wen, J. and Wang, Z.D. and Sheng, W.G. and Yu, Z.W. and Chen, H.H. and Ding, W.P.",
TITLE = "Scalable Semi-Supervised Learning With Discriminative Label
Propagation and Correction",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "6",
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PAGES = "6156-6173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141012"}
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AUTHOR = "Kucuksozen, C. and Yemez, Y.",
TITLE = "Hierarchical Compact Clustering Attention (COCA) for Unsupervised
Object-Centric Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25388-25398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141013"}
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AUTHOR = "Lu, Y.N. and Wen, L.J. and Liu, J.Z. and Liu, Y.J. and Tian, X.",
TITLE = "Self-Supervision Can Be a Good Few-Shot Learner",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIX:740-758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141014"}
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AUTHOR = "Dong, B. and Zhou, P. and Yan, S.C. and Zuo, W.M.",
TITLE = "Self-Promoted Supervision for Few-Shot Transformer",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:329-347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141015"}
@inproceedings{bb145073,
AUTHOR = "Li, S. and Liu, F. and Hao, Z. and Zhao, K.B. and Jiao, L.C.",
TITLE = "Unsupervised Few-Shot Image Classification by Learning Features into
Clustering Space",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:420-436",
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@inproceedings{bb145074,
AUTHOR = "Shirekar, O.K. and Jamali Rad, H.",
TITLE = "Self-Supervised Class-Cognizant Few-Shot Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "976-980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141017"}
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AUTHOR = "Liu, Y. and Zhang, W.F. and Xiang, C. and Zheng, T. and Cai, D. and He, X.F.",
TITLE = "Learning to Affiliate: Mutual Centralized Learning for Few-shot
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BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14391-14400",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141018"}
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AUTHOR = "Ling, J. and Liao, L. and Yang, M. and Shuai, J.",
TITLE = "Semi-Supervised Few-shot Learning via Multi-Factor Clustering",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14544-14553",
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AUTHOR = "Li, S. and Chen, D.D. and Chen, Y.P. and Yuan, L. and Zhang, L. and Chu, Q. and Liu, B. and Yu, N.H.",
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BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10181-10190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141020"}
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AUTHOR = "Ma, J.W. and Xie, H.C. and Han, G.X. and Chang, S.F. and Galstyan, A. and Abd Almageed, W.",
TITLE = "Partner-Assisted Learning for Few-Shot Image Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10553-10562",
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AUTHOR = "Das, R. and Wang, Y.X. and Moura, J.M.F.",
TITLE = "On the Importance of Distractors for Few-Shot Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9010-9020",
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AUTHOR = "Phoo, C.P. and Hariharan, B.",
TITLE = "Coarsely-labeled Data for Better Few-shot Transfer",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9032-9041",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsufs5.html#TT141023"}
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AUTHOR = "Lazarou, M. and Stathaki, T. and Avrithis, Y.",
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few-shot learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8731-8740",
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AUTHOR = "Kang, D. and Kwon, H. and Min, J. and Cho, M.",
TITLE = "Relational Embedding for Few-Shot Classification",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8802-8813",
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AUTHOR = "Huang, K. and Geng, J. and Jiang, W. and Deng, X.Y. and Xu, Z.",
TITLE = "Pseudo-loss Confidence Metric for Semi-supervised Few-shot Learning",
BOOKTITLE = ICCV21,
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PAGES = "8651-8660",
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AUTHOR = "Yang, L.H. and Zhuo, W. and Qi, L. and Shi, Y.H. and Gao, Y.",
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AUTHOR = "Fei, N.Y. and Gao, Y.Z. and Lu, Z.W. and Xiang, T.",
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BOOKTITLE = ICCV21,
YEAR = "2021",
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AUTHOR = "Chen, Z.T. and Maji, S. and Learned Miller, E.G.",
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Last update:Oct 8, 2026 at 11:03:09