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JOURNAL = SPLetters,
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JOURNAL = CirSysVideo,
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PAGES = "3819-3833",
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AUTHOR = "Zhang, C. and Yang, Y.C. and Zheng, H. and Huang, Y.W. and Zheng, Y.F. and Gu, Y.",
TITLE = "Affine Collaborative Normalization: A shortcut for adaptation in
medical image analysis",
JOURNAL = PR,
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YEAR = "2024",
PAGES = "110528",
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AUTHOR = "Wen, L.J. and Wang, X.S. and Liu, J.Z. and Xu, Z.L.",
TITLE = "MVEB: Self-Supervised Learning With Multi-View Entropy Bottleneck",
JOURNAL = PAMI,
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YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6097-6108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153347"}
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AUTHOR = "Park, C. and Kim, E.",
TITLE = "Self-supervised learning with automatic data augmentation for
enhancing representation",
JOURNAL = PRL,
VOLUME = "184",
YEAR = "2024",
PAGES = "133-139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153348"}
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AUTHOR = "Yi, L. and Lv, D. and Liu, D.H. and Li, S. and Liu, R.",
TITLE = "Self-Training-Transductive-Learning Broad Learning System (STTL-BLS):
A model for effective and efficient image classification",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110747",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153349"}
@article{bb157470,
AUTHOR = "Zhao, W. and Yang, L. and Zhang, W.D. and Tian, Y.Q. and Jia, W.H. and Li, W. and Yang, M. and Pan, X.P. and Yang, H.H.",
TITLE = "Learning What and Where to Learn: A New Perspective on
Self-Supervised Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "6620-6633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153350"}
@article{bb157471,
AUTHOR = "Shenoy, J. and Zhang, X.J.D. and Tao, B. and Mehrotra, S. and Yang, R. and Zhao, H. and Vasisht, D.",
TITLE = "Self-Supervised Learning across the Spectrum",
JOURNAL = RS,
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YEAR = "2024",
NUMBER = "18",
PAGES = "3470",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153351"}
@article{bb157472,
AUTHOR = "Zheng, M.K. and You, S. and Wang, F. and Qian, C. and Zhang, C.S. and Wang, X.G. and Xu, C.",
TITLE = "Weak Augmentation Guided Relational Self-Supervised Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "8502-8516",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153352"}
@article{bb157473,
AUTHOR = "Gui, J. and Chen, T. and Zhang, J. and Cao, Q. and Sun, Z.A. and Luo, H. and Tao, D.C.",
TITLE = "A Survey on Self-Supervised Learning: Algorithms, Applications, and
Future Trends",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "9052-9071",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153353"}
@article{bb157474,
AUTHOR = "Huang, L. and Ni, Y.H. and Weng, X. and Anwer, R.M. and Khan, S. and Yang, M.H. and Khan, F.S.",
TITLE = "Understanding Whitening Loss in Self-Supervised Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "9479-9492",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153354"}
@article{bb157475,
AUTHOR = "Lin, C.X. and Xu, W.J. and Zhu, J. and Nie, Y.W. and Cai, R.C. and Xu, X.M.",
TITLE = "PatchMixing Masked Autoencoders for 3D Point Cloud Self-Supervised
Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "9882-9897",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153355"}
@article{bb157476,
AUTHOR = "Mei, J.P. and Wang, S.X. and Yu, M.",
TITLE = "Self-supervised learning from images:
No negative pairs, no cluster-balancing",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111081",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153356"}
@article{bb157477,
AUTHOR = "Feng, Z.Z. and Zhang, S.L.",
TITLE = "Evolved Hierarchical Masking for Self-Supervised Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1013-1027",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153357"}
@inproceedings{bb157478,
AUTHOR = "Feng, Z.Z. and Zhang, S.L.",
TITLE = "Evolved Part Masking for Self-Supervised Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "10386-10395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153358"}
@article{bb157479,
AUTHOR = "Qiang, W.W. and Song, Z. and Gu, Z.Y. and Li, J.M. and Zheng, C.W. and Sun, F.C. and Xiong, H.",
TITLE = "On the Generalization and Causal Explanation in Self-Supervised
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JOURNAL = IJCV,
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YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "1727-1754",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153359"}
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AUTHOR = "Li, J.M. and Zang, Z.H. and Ji, Q.R. and Sun, C.X. and Qiang, W.W. and Zhang, J. and Zheng, C.W. and Sun, F.C. and Xiong, H.",
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Learning from Evolutionary Game Theory Perspective",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3542-3567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153360"}
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AUTHOR = "Nandam, S.R. and Atito, S. and Feng, Z.H. and Kittler, J.V. and Awais, M.",
TITLE = "Investigating Self-Supervised Methods for Label-Efficient Learning",
JOURNAL = IJCV,
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MONTH = "July",
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AUTHOR = "Awais, M. and Kittler, J.V. and Feng, Z.H. and Atito, S. and Nandam, S.R.",
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JOURNAL = IJCV,
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PAGES = "6638-6638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT153361"}
@inproceedings{bb157483,
AUTHOR = "Atito, S. and Awais, M. and Nandam, S.R. and Kittler, J.V.",
TITLE = "GMML is All You Need",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2125-2129",
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AUTHOR = "Tan, C. and Wang, J. and Gao, Z.Y. and Li, S.Y. and Li, S.Z.",
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AUTHOR = "Dong, W.H. and Wu, X.J. and Feng, Z.H. and Atito, S. and Awais, M. and Kittler, J.V.",
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AUTHOR = "Kerdreux, T. and Tuel, A. and Febvre, Q. and Mouche, A. and Chapron, B.",
TITLE = "Efficient Self-Supervised Learning for Earth Observation via Dynamic
Dataset Curation",
BOOKTITLE = FLVRS25,
YEAR = "2025",
PAGES = "3008-3018",
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AUTHOR = "Lee, J.R. and Son, G. and Hwang, D.",
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AUTHOR = "Wen, P.S. and Xu, Q.Q. and Dai, S. and Cong, R.M. and Huang, Q.M.",
TITLE = "Semantic Concentration for Self-Supervised Dense Representations
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AUTHOR = "Niu, C. and Xia, W.J. and Shan, H.M. and Wang, G.",
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AUTHOR = "Amarbayasgalan, T. and Wang, S.J. and Kim, M. and Jeong, C.Y.",
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Recognition In Masked Image Modeling",
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@inproceedings{bb157494,
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BOOKTITLE = CVPR25,
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YEAR = "2025",
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@inproceedings{bb157496,
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Beyond Gaussian Noise",
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@inproceedings{bb157497,
AUTHOR = "Liu, Y. and Xu, Q.Q. and Wen, P.S. and Dai, S. and Huang, Q.M.",
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@inproceedings{bb157498,
AUTHOR = "Kokilepersaud, K. and Kim, S. and Prabhushankar, M. and Al Regib, G.",
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@inproceedings{bb157499,
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Last update:Jul 11, 2026 at 11:55:55