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Serve Deep Image Clustering",
JOURNAL = IP,
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YEAR = "2025",
PAGES = "6475-6489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147374"}
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AUTHOR = "Chen, Q. and Jiang, H. and Jiao, L. and Li, Z. and Xu, T. and Wang, X. and Wang, R.",
TITLE = "Fourier-enhanced semi-supervised proxy learning for
ultra-fine-grained novel class discovery",
JOURNAL = PR,
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TITLE = "Class-mismatched semi-supervised learning from a new perspective",
JOURNAL = PR,
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YEAR = "2026",
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AUTHOR = "Wang, J.W. and Shi, W.W. and Wang, X.F. and Hei, X.H.",
TITLE = "Deep semi-supervised learning method based on sample adaptive weights
and discriminative feature learning",
JOURNAL = JVCIR,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147377"}
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TITLE = "Transductive Semi-Supervised Deep Learning Using Min-Max Features",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VI: 311-327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147378"}
@article{bb151463,
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,
VOLUME = "173",
YEAR = "2026",
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AUTHOR = "Tu, Y.P. and Zhong, Z. and Li, Y.X. and Zhao, H.S.",
TITLE = "Memory Consistency Guided Divide-and-Conquer Learning for Generalized
Category Discovery",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147380"}
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AUTHOR = "Chen, S. and Xia, Y.Y. and Li, X. and Zhao, C.X.",
TITLE = "Dynamic Federated Semi-Supervised Learning with Flexible Unlabeled
Sample Selection",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147381"}
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AUTHOR = "Ding, Y.H. and Song, M.",
TITLE = "3D semi-supervised classification based on multi-modal data
augmentation and self-adaptive thresholding",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147382"}
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AUTHOR = "Huang, W.J. and Shi, Y.Q. and Pi, Y.Y. and Shi, Y.Q. and Wang, S.P.",
TITLE = "Multi-view neural flow via curvature-aware topological modeling",
JOURNAL = PR,
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YEAR = "2026",
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AUTHOR = "Tong, A. and Shi, Z.L. and Zhong, Z. and Wang, M.",
TITLE = "Boosting Semi-Supervised Learning With Entropy-Guided Adaptive Reward
Maximization",
JOURNAL = IP,
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YEAR = "2026",
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AUTHOR = "Zhang, G. and Xing, W.W. and Liu, W.B. and Sang, F.S. and Wang, X. and Wei, X.",
TITLE = "OpenBPR: Bias-Guided Pseudo-Label Refinement for Open-World
Semi-Supervised Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "11858-11875",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147385"}
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AUTHOR = "Zhou, R.J. and Zhang, H.J. and Jing, L. and Tan, J.",
TITLE = "A semi-supervised classification method driven by minimal and
sufficient discriminative information",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
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@inproceedings{bb151471,
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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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#TT147388"}
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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#TT147389"}
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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",
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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",
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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",
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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
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BOOKTITLE = CVPR24,
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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#TT147394"}
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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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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.",
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via Semi-supervised Learning",
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AUTHOR = "Majurski, M. and Menon, S. and Farvardin, P. and Chapman, D.",
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Semi-Supervised Learning",
BOOKTITLE = ZeroShot24,
YEAR = "2024",
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AUTHOR = "Huang, Z. and Jiang, R.J. and Aeron, S. and Hughes, M.C.",
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for medical image classification",
BOOKTITLE = CVPR24,
YEAR = "2024",
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AUTHOR = "Tanaka, Y. and Yoshida, S.M. and Shibata, T. and Terao, M. and Okatani, T. and Sugiyama, M.",
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Multi-Angle Unlabeled Data",
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AUTHOR = "Nguyen, K.B.",
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performance via simple Ensemble Projector",
BOOKTITLE = WACV24,
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AUTHOR = "Nguyen, K.B.",
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BOOKTITLE = WACV24,
YEAR = "2024",
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AUTHOR = "Nguyen, K.B. and Yang, J.S.",
TITLE = "Boosting Semi-Supervised Learning by bridging high and low-confidence
predictions",
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YEAR = "2023",
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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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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",
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AUTHOR = "Fan, Y. and Kukleva, A. and Dai, D.X. and Schiele, B.",
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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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Problem to A Close-set One",
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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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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147408"}
@inproceedings{bb151493,
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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@inproceedings{bb151494,
AUTHOR = "Zhao, B.C. and Wen, X. and Han, K.",
TITLE = "Learning Semi-supervised Gaussian Mixture Models for Generalized
Category Discovery",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16577-16587",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147410"}
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AUTHOR = "Gui, G. and Zhao, Z. and Qi, L. and Zhou, L.P. and Wang, L. and Shi, Y.H.",
TITLE = "Enhancing Sample Utilization through Sample Adaptive Augmentation in
Semi-Supervised Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "15834-15843",
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AUTHOR = "Li, Z.K. and Qi, L. and Shi, Y.H. and Gao, Y.",
TITLE = "IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint
Inliers and Outliers Utilization",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "15824-15833",
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AUTHOR = "Duan, Y. and Zhao, Z. and Qi, L. and Zhou, L.P. and Wang, L. and Shi, Y.H.",
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BOOKTITLE = ICCV23,
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AUTHOR = "Hernandez Sequeira, I. and Fernandez Beltran, R. and Xu, Y.H. and Ghamisi, P. and Pla, F.",
TITLE = "Semi-supervised Classification for Remote Sensing Datasets",
BOOKTITLE = CIAP23,
YEAR = "2023",
PAGES = "I:463-474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT147414"}
@inproceedings{bb151499,
AUTHOR = "Karaliolios, N. and Chabot, F. and Dupont, C. and Le Borgne, H. and Pham, Q.C. and Audigier, R.",
TITLE = "Generalized Pseudo-Labeling in Consistency Regularization for
Semi-Supervised Learning",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "525-529",
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