@article{bb148400,
AUTHOR = "Tao, H. and Jiang, J.C. and Hou, C.P. and Luo, T.J. and Fan, R.D. and Zhang, J.",
TITLE = "Compound Weakly Supervised Clustering",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "957-971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144332"}
@article{bb148401,
AUTHOR = "Chen, Y.B. and Mancini, M. and Zhu, X.T. and Akata, Z.",
TITLE = "Semi-Supervised and Unsupervised Deep Visual Learning: A Survey",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1327-1347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144333"}
@article{bb148402,
AUTHOR = "Qin, X. and Yuan, C. and Jiang, J.H. and Chen, L.",
TITLE = "Deep semi-supervised clustering based on pairwise constraints and
sample similarity",
JOURNAL = PRL,
VOLUME = "178",
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144334"}
@article{bb148403,
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",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "3855-3870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144335"}
@article{bb148404,
AUTHOR = "Li, M.Y. and Zhou, T. and Han, B. and Liu, T.L. and Liang, X.K. and Zhao, J.J. and Gong, C.",
TITLE = "Class-Wise Contrastive Prototype Learning for Semi-Supervised
Classification Under Intersectional Class Mismatch",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8145-8156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144336"}
@article{bb148405,
AUTHOR = "Long, Z.G. and Gao, Y. and Meng, H. and Chen, Y.X. and Kou, H.",
TITLE = "Semi-supervised clustering guided by pairwise constraints and local
density structures",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144337"}
@article{bb148406,
AUTHOR = "Hou, R.B. and Chang, H. and Ma, B.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Triplet Adaptation Framework for Robust Semi-Supervised Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "8056-8073",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144338"}
@article{bb148407,
AUTHOR = "Yang, Y. and Jiang, N. and Xu, Y. and Zhan, D.C.",
TITLE = "Robust Semi-Supervised Learning by Wisely Leveraging Open-Set Data",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "8334-8347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144339"}
@article{bb148408,
AUTHOR = "Guan, D. and Xing, Y. and Huang, J.X. and Xiao, A. and El Saddik, A. and Lu, S.J.",
TITLE = "S2Match: Self-paced sampling for data-limited semi-supervised
learning",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144340"}
@article{bb148409,
AUTHOR = "Chen, Z.M. and Li, B.",
TITLE = "DyConfidMatch: Dynamic thresholding and re-sampling for 3D
semi-supervised learning",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144341"}
@article{bb148410,
AUTHOR = "Liu, Y.B. and Shan, W.J. and Wang, X. and Xiao, Z.T. and Geng, L. and Zhang, F. and Du, D.D. and Pang, Y.W.",
TITLE = "Cross-scale contrastive triplet networks for graph representation
learning",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109907",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144342"}
@article{bb148411,
AUTHOR = "Wang, X.X. and Jiang, B. and Wang, X. and Luo, B.",
TITLE = "Learning Dynamic Batch-Graph Representation for Deep Representation
Learning",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "84-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144343"}
@inproceedings{bb148412,
AUTHOR = "Jiang, B. and Lin, D.D. and Tang, J. and Luo, B.",
TITLE = "Data Representation and Learning With Graph Diffusion-Embedding
Networks",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "10406-10415",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144344"}
@inproceedings{bb148413,
AUTHOR = "Jiang, B. and Zhang, Z.Y. and Lin, D.D. and Tang, J. and Luo, B.",
TITLE = "Semi-Supervised Learning With Graph Learning-Convolutional Networks",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11305-11312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144345"}
@article{bb148414,
AUTHOR = "Ahmadi, S.A. and Mehrshad, N.",
TITLE = "Semisupervised classification of hyperspectral images with low-rank
representation kernel",
JOURNAL = JOSA-A,
VOLUME = "37",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "606-613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144346"}
@article{bb148415,
AUTHOR = "Yun, T. and Kim, M.J. and Shin, H.J.",
TITLE = "Extremely fast graph integration for semi-supervised learning via
Gaussian fields with Neumann approximation",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144347"}
@article{bb148416,
AUTHOR = "Du, P. and Zhao, S. and Tan, P. and Sheng, Z. and Gan, Z. and Chen, H. and Li, C.P.",
TITLE = "Towards a Theoretical Understanding of Semi-Supervised Learning Under
Class Distribution Mismatch",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "4853-4868",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144348"}
@inproceedings{bb148417,
AUTHOR = "Du, P. and Zhao, S. and Sheng, Z. and Li, C.P. and Chen, H.",
TITLE = "Semi-Supervised Learning via Weight-aware Distillation under Class
Distribution Mismatch",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16364-16374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144349"}
@article{bb148418,
AUTHOR = "Ruah, C. and Sifaou, H. and Simeone, O. and Al Hashimi, B.",
TITLE = "Context-Aware Doubly-Robust Semi-Supervised Learning",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2649-2653",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144350"}
@article{bb148419,
AUTHOR = "Qiao, X.G. and Chen, C. and Wang, W. and Peng, Q. and Ghafar, A.",
TITLE = "Efficient L_2,1-norm graph for robust semi-supervised classification",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111890",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144351"}
@article{bb148420,
AUTHOR = "Saha, S. and Sahoo, P.K. and Garain, U.",
TITLE = "SEMI-CAVA: A Causal Variational Approach to Semi-Supervised Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10022-10032",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144352"}
@article{bb148421,
AUTHOR = "Liu, J.Y. and Sun, J.P. and Zhao, Y.H. and Jia, B.B. and Zhang, M.L.",
TITLE = "Partial label learning with semi-supervised clustering disambiguation",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144353"}
@article{bb148422,
AUTHOR = "Yu, X.R. and Wang, D.B. and Zhang, M.L.",
TITLE = "Semi-supervised partial label learning via label confidence recovery",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113387",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144354"}
@article{bb148423,
AUTHOR = "Duan, Y. and Qi, L. and Shi, Y.H. and Gao, Y.",
TITLE = "An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box
Serve Deep Image Clustering",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6475-6489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144355"}
@article{bb148424,
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,
VOLUME = "172",
YEAR = "2026",
PAGES = "112369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144356"}
@article{bb148425,
AUTHOR = "He, R.D. and Han, Z.Y. and Zhu, Y.M. and Nie, X. and Wei, Q. and Yin, Y.L.",
TITLE = "Class-mismatched semi-supervised learning from a new perspective",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112562",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144357"}
@article{bb148426,
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,
VOLUME = "115",
YEAR = "2026",
PAGES = "104689",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144358"}
@inproceedings{bb148427,
AUTHOR = "Shi, W.W. and Gong, Y.H. and Ding, C. and Ma, Z.H. and Tao, X.Y. and Zheng, N.N.",
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#TT144359"}
@article{bb148428,
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",
PAGES = "112793",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144360"}
@article{bb148429,
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#TT144361"}
@article{bb148430,
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#TT144362"}
@article{bb148431,
AUTHOR = "Wang, H. and Hong, R. and Wu, Y.X. and Lin, D. and Wang, L.G.",
TITLE = "Spectral-Spatial Masked Auto-Encoder with Central Pixel
Reconstruction for Semi-Supervised Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "10",
PAGES = "1571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144363"}
@inproceedings{bb148432,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144364"}
@inproceedings{bb148433,
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#TT144365"}
@inproceedings{bb148434,
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#TT144366"}
@inproceedings{bb148435,
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#TT144367"}
@inproceedings{bb148436,
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#TT144368"}
@inproceedings{bb148437,
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#TT144369"}
@inproceedings{bb148438,
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#TT144370"}
@inproceedings{bb148439,
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#TT144371"}
@inproceedings{bb148440,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144372"}
@inproceedings{bb148441,
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#TT144373"}
@inproceedings{bb148442,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144374"}
@inproceedings{bb148443,
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#TT144375"}
@inproceedings{bb148444,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144376"}
@inproceedings{bb148445,
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#TT144377"}
@inproceedings{bb148446,
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",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2768-2777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144378"}
@inproceedings{bb148447,
AUTHOR = "Nguyen, K.B.",
TITLE = "Debiasing, calibrating, and improving Semi-supervised Learning
performance via simple Ensemble Projector",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2430-2439",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144379"}
@inproceedings{bb148448,
AUTHOR = "Nguyen, K.B.",
TITLE = "SequenceMatch Revisiting the design of weak-strong augmentations for
Semi-supervised learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "96-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144380"}
@inproceedings{bb148449,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144381"}
@inproceedings{bb148450,
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,
YEAR = "2023",
PAGES = "3284-3294",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144382"}
@inproceedings{bb148451,
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,
YEAR = "2023",
PAGES = "3396-3406",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144383"}
@inproceedings{bb148452,
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",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16022-16032",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144384"}
@inproceedings{bb148453,
AUTHOR = "Yang, L.H. and Zhao, Z. and Qi, L. and Qiao, Y. and Shi, Y.H. and Zhao, H.S.",
TITLE = "Shrinking Class Space for Enhanced Certainty in Semi-Supervised
Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16141-16150",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144385"}
@inproceedings{bb148454,
AUTHOR = "Ma, Q.K. and Gao, J. and Zhan, B. and Guo, Y.P. and Zhou, J. and Wang, Y.",
TITLE = "Rethinking Safe Semi-supervised Learning: Transferring the Open-set
Problem to A Close-set One",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16324-16333",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144386"}
@inproceedings{bb148455,
AUTHOR = "Zheng, M.K. and You, S. and Huang, L. and Luo, C. and Wang, F. and Qian, C. and Xu, C.",
TITLE = "SimMatchV2: Semi-Supervised Learning with Graph Consistency",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16386-16396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144387"}
@inproceedings{bb148456,
AUTHOR = "Cendra, F.J. and Zhao, B.C. and Han, K.",
TITLE = "PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category
Discovery",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IV: 188-205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144388"}
@inproceedings{bb148457,
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#TT144389"}
@inproceedings{bb148458,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144390"}
@inproceedings{bb148459,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144391"}
@inproceedings{bb148460,
AUTHOR = "Duan, Y. and Zhao, Z. and Qi, L. and Zhou, L.P. and Wang, L. and Shi, Y.H.",
TITLE = "Towards Semi-supervised Learning with Non-random Missing Labels",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16075-16085",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144392"}
@inproceedings{bb148461,
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#TT144393"}
@inproceedings{bb148462,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144394"}
@inproceedings{bb148463,
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",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15347-15357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144395"}
@inproceedings{bb148464,
AUTHOR = "Nassar, I. and Hayat, M. and Abbasnejad, E. and Rezatofighi, H. and Haffari, G.",
TITLE = "Protocon: Pseudo-Label Refinement via Online Clustering and
Prototypical Consistency for Efficient Semi-Supervised Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "11641-11650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144396"}
@inproceedings{bb148465,
AUTHOR = "Sosea, T. and Caragea, C.",
TITLE = "MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15773-15782",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144397"}
@inproceedings{bb148466,
AUTHOR = "Li, L.J. and Zhang, Y.H. and Huang, A.P.",
TITLE = "Learnable Subspace Orthogonal Projection for Semi-supervised Image
Classification",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "III:477-490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144398"}
@inproceedings{bb148467,
AUTHOR = "Masud, U. and Cohen, E. and Bendidi, I. and Bollot, G. and Genovesio, A.",
TITLE = "Comparison of Semi-supervised Learning Methods for High Content
Screening Quality Control",
BOOKTITLE = BioImage22,
YEAR = "2022",
PAGES = "395-405",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144399"}
@inproceedings{bb148468,
AUTHOR = "Chen, Z.M. and Jing, L.L. and Yang, L. and Li, Y.W. and Li, B.",
TITLE = "Class-Level Confidence Based 3D Semi-Supervised Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "633-642",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144400"}
@inproceedings{bb148469,
AUTHOR = "Dubost, F. and Hong, E. and Tang, S.Y. and Bhaskhar, N. and Lee Messer, C. and Rubin, D.",
TITLE = "Semi-Supervised Learning for Sparsely-Labeled Sequential Data:
Application to Healthcare Video Processing",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "1890-1899",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144401"}
@inproceedings{bb148470,
AUTHOR = "Xu, H.Y. and Huang, L. and Jiang, B. and Tang, J. and Zhang, S.J.",
TITLE = "Semi-supervised Learning via Multiple Layer Graph Regularized
Perception",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3112-3118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144402"}
@inproceedings{bb148471,
AUTHOR = "Wallin, E. and Svensson, L. and Kahl, F. and Hammarstrand, L.",
TITLE = "Improving Open-Set Semi-Supervised Learning with Self-Supervision",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2345-2354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144403"}
@inproceedings{bb148472,
AUTHOR = "Wallin, E. and Svensson, L. and Kahl, F. and Hammarstrand, L.",
TITLE = "DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2871-2877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144404"}
@inproceedings{bb148473,
AUTHOR = "Schmarje, L. and Santarossa, M. and Schroder, S.M. and Zelenka, C. and Kiko, R. and Stracke, J. and Volkmann, N. and Koch, R.",
TITLE = "A Data-Centric Approach for Improving Ambiguous Labels with Combined
Semi-supervised Classification and Clustering",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "VIII:363-380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144405"}
@inproceedings{bb148474,
AUTHOR = "Wang, Z.W. and Jiang, J. and Long, G.D.",
TITLE = "Positive Unlabeled Learning by Semi-Supervised Learning",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2976-2980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144406"}
@inproceedings{bb148475,
AUTHOR = "Tang, H. and Sun, L. and Jia, K.",
TITLE = "Stochastic Consensus: Enhancing Semi-Supervised Learning with
Consistency of Stochastic Classifiers",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:330-346",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144407"}
@inproceedings{bb148476,
AUTHOR = "Rizve, M.N. and Kardan, N. and Shah, M.",
TITLE = "Towards Realistic Semi-supervised Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:437-455",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144408"}
@inproceedings{bb148477,
AUTHOR = "Yuan, X.K. and Li, Z.L.H. and Wang, G.A.",
TITLE = "ActiveMatch: End-To-End Semi-Supervised Active Representation
Learning",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1136-1140",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144409"}
@inproceedings{bb148478,
AUTHOR = "Hu, H.T. and Xie, L.X. and Huo, X.Y. and Hong, R.C. and Tian, Q.",
TITLE = "Vibration-Based Uncertainty Estimation for Learning from Limited
Supervision",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXX:160-176",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144410"}
@inproceedings{bb148479,
AUTHOR = "Wang, X.D. and Lian, L. and Yu, S.X.",
TITLE = "Unsupervised Selective Labeling for More Effective Semi-supervised
Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXX:427-445",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144411"}
@inproceedings{bb148480,
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
Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXX:533-549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144412"}
@inproceedings{bb148481,
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
Regularization",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXX:674-690",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144413"}
@inproceedings{bb148482,
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
Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:365-381",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144414"}
@inproceedings{bb148483,
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",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXI:382-401",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144415"}
@inproceedings{bb148484,
AUTHOR = "Tao, C.X. and Wang, H.H. and Zhu, X.Z. and Dong, J.H. and Song, S.J. and Huang, G. and Dai, J.F.",
TITLE = "Exploring the Equivalence of Siamese Self-Supervised Learning via A
Unified Gradient Framework",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14411-14420",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144416"}
@inproceedings{bb148485,
AUTHOR = "Ren, S. and Wang, H.Y. and Gao, Z.Q. and He, S.F. and Yuille, A.L. and Zhou, Y.Y. and Xie, C.",
TITLE = "A Simple Data Mixing Prior for Improving Self-Supervised Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14575-14584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144417"}
@inproceedings{bb148486,
AUTHOR = "Zhang, T. and Qiu, C.P. and Ke, W. and Susstrunk, S. and Salzmann, M.",
TITLE = "Leverage Your Local and Global Representations:
A New Self-Supervised Learning Strategy",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16559-16568",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144418"}
@inproceedings{bb148487,
AUTHOR = "Zhang, S.F. and Qiu, L. and Zhu, F. and Yan, J.C. and Zhang, H.R. and Zhao, R. and Li, H.Y. and Yang, X.K.",
TITLE = "Align Representations with Base:
A New Approach to Self-Supervised Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16579-16588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144419"}
@inproceedings{bb148488,
AUTHOR = "Kim, N.R. and Lee, J.S. and Lee, J.H.",
TITLE = "Exmatch: Self-Guided Exploitation for Semi-Supervised Learning with
Scarce Labeled Samples",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXV: 125-142",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144420"}
@inproceedings{bb148489,
AUTHOR = "Kim, N.R. and Lee, J.H.",
TITLE = "Propagation Regularizer for Semi-supervised Learning with Extremely
Scarce Labeled Samples",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14381-14390",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144421"}
@inproceedings{bb148490,
AUTHOR = "Zheng, M.K. and You, S. and Huang, L. and Wang, F. and Qian, C. and Xu, C.",
TITLE = "SimMatch: Semi-supervised Learning with Similarity Matching",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14451-14461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144422"}
@inproceedings{bb148491,
AUTHOR = "He, R.D. and Han, Z.Y. and Lu, X.K. and Yin, Y.L.",
TITLE = "Safe-Student for Safe Deep Semi-Supervised Learning with Unseen-Class
Unlabeled Data",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14565-14574",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144423"}
@inproceedings{bb148492,
AUTHOR = "Tang, H. and Jia, K.",
TITLE = "Towards Discovering the Effectiveness of Moderately Confident Samples
for Semi-Supervised Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14638-14647",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144424"}
@inproceedings{bb148493,
AUTHOR = "Lee, D. and Kim, S. and Kim, I. and Cheon, Y. and Cho, M. and Han, W.S.",
TITLE = "Contrastive Regularization for Semi-Supervised Learning",
BOOKTITLE = L3D-IVU22,
YEAR = "2022",
PAGES = "3910-3919",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144425"}
@inproceedings{bb148494,
AUTHOR = "Banitalebi Dehkordi, A. and Gujjar, P. and Zhang, Y.",
TITLE = "AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data",
BOOKTITLE = L3D-IVU22,
YEAR = "2022",
PAGES = "3998-4005",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144426"}
@inproceedings{bb148495,
AUTHOR = "Lai, Z.F. and Wang, C. and Cheung, S.C. and Chuah, C.N.",
TITLE = "SaR: Self-adaptive Refinement on Pseudo Labels for
Multiclass-Imbalanced Semi-supervised Learning",
BOOKTITLE = L3D-IVU22,
YEAR = "2022",
PAGES = "4090-4099",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144427"}
@inproceedings{bb148496,
AUTHOR = "Zhang, Y.H. and Zhang, X.P. and Xie, L.X. and Li, J. and Qiu, R.C. and Hu, H.T. and Tian, Q.",
TITLE = "One-bit Active Query with Contrastive Pairs",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9687-9695",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144428"}
@inproceedings{bb148497,
AUTHOR = "Ganeshan, A. and Vallet, A. and Kudo, Y. and Maeda, S.I. and Kerola, T. and Ambrus, R. and Park, D. and Gaidon, A.",
TITLE = "Warp-Refine Propagation:
Semi-Supervised Auto-Labeling via Cycle-Consistency",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "15479-15489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144429"}
@inproceedings{bb148498,
AUTHOR = "Li, J.N. and Xiong, C.M. and Hoi, S.C.H.",
TITLE = "CoMatch: Semi-supervised Learning with Contrastive Graph
Regularization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9455-9464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144430"}
@inproceedings{bb148499,
AUTHOR = "Xu, H.M. and Liu, L.Q. and Gong, D.",
TITLE = "Semi-supervised Learning via Conditional Rotation Angle Estimation",
BOOKTITLE = DICTA21,
YEAR = "2021",
PAGES = "01-08",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT144431"}
Last update:Jun 4, 2026 at 16:38:45