@article{bb125500, AUTHOR = "Cui, Y. and Jiang, J.L. and Lai, Z.H. and Hu, Z.J. and Jiang, Y.Q. and Wong, W.K.", TITLE = "New semi-supervised classification using a multi-modal feature joint L21-norm based sparse representation", JOURNAL = SP:IC, VOLUME = "65", YEAR = "2018", PAGES = "94-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121631"} @article{bb125501, AUTHOR = "Kong, Y. and Wang, X.S. and Cheng, Y. and Chen, C.L.P.", TITLE = "Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121632"} @article{bb125502, AUTHOR = "Zhao, G.X. and Wang, X.S. and Kong, Y. and Cheng, Y.", TITLE = "Spectral-Spatial Joint Classification of Hyperspectral Image Based on Broad Learning System", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121633"} @article{bb125503, AUTHOR = "Xie, F.D. and Hu, D.C. and Li, F.F. and Yang, J. and Liu, D.S.", TITLE = "Semi-Supervised Classification for Hyperspectral Images Based on Multiple Classifiers and Relaxation Strategy", JOURNAL = IJGI, VOLUME = "7", YEAR = "2018", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121634"} @article{bb125504, AUTHOR = "Harvey, F.G. and Roy, J. and Kanaa, D. and Pal, C.", TITLE = "Recurrent semi-supervised classification and constrained adversarial generation with motion capture data", JOURNAL = IVC, VOLUME = "78", YEAR = "2018", PAGES = "42-52", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121635"} @article{bb125505, AUTHOR = "Roth, W. and Peharz, R. and Tschiatschek, S. and Pernkopf, F.", TITLE = "Hybrid generative-discriminative training of Gaussian mixture models", JOURNAL = PRL, VOLUME = "112", YEAR = "2018", PAGES = "131-137", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121636"} @article{bb125506, AUTHOR = "Roth, W. and Pernkopf, F.", TITLE = "Bayesian Neural Networks with Weight Sharing Using Dirichlet Processes", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "1", MONTH = "January", PAGES = "246-252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121637"} @article{bb125507, AUTHOR = "Li, C.X. and Zhu, J. and Zhang, B.", TITLE = "Max-Margin Deep Generative Models for (Semi-)Supervised Learning", JOURNAL = PAMI, VOLUME = "40", YEAR = "2018", NUMBER = "11", MONTH = "November", PAGES = "2762-2775", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121638"} @inproceedings{bb125508, AUTHOR = "Su, H. and Zhu, J. and Yin, Z.Z. and Dong, Y.P. and Zhang, B.", TITLE = "Efficient and Robust Semi-supervised Learning Over a Sparse-Regularized Graph", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "VIII: 583-598", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121639"} @article{bb125509, AUTHOR = "Chen, Z. and Wang, K. and Wang, X. and Peng, P. and Izquierdo, E. and Lin, L.", TITLE = "Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning", JOURNAL = CirSysVideo, VOLUME = "28", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "2667-2678", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121640"} @article{bb125510, 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", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "515-522", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121641"} @inproceedings{bb125511, 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#TT121642"} @article{bb125512, AUTHOR = "Lai, D.Y. and Tian, W. and Chen, L.", TITLE = "Improving classification with semi-supervised and fine-grained learning", JOURNAL = PR, VOLUME = "88", YEAR = "2019", PAGES = "547-556", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121643"} @article{bb125513, 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, VOLUME = "49", YEAR = "2019", NUMBER = "3", MONTH = "March", PAGES = "907-917", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121644"} @article{bb125514, AUTHOR = "Ou, D. and Tan, K. and Du, Q. and Zhu, J.S. and Wang, X. and Chen, Y.", TITLE = "A Novel Tri-Training Technique for the Semi-Supervised Classification of Hyperspectral Images Based on Regularized Local Discriminant Embedding Feature Extraction", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121645"} @article{bb125515, 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", NUMBER = "4", MONTH = "April", PAGES = "2116-2132", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121646"} @article{bb125516, AUTHOR = "Challa, A. and Danda, S. and Sagar, B.S.D. and Najman, L.", TITLE = "Watersheds for Semi-Supervised Classification", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "5", MONTH = "May", PAGES = "720-724", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121647"} @article{bb125517, 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#TT121648"} @article{bb125518, AUTHOR = "Fazakis, N. and Karlos, S. and Kotsiantis, S. and Sgarbas, K.", TITLE = "A multi-scheme semi-supervised regression approach", JOURNAL = PRL, VOLUME = "125", YEAR = "2019", PAGES = "758-765", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121649"} @article{bb125519, AUTHOR = "Li, Q. and Liu, W.Q. and Li, L.", TITLE = "Self-reinforced diffusion for graph-based semi-supervised learning", JOURNAL = PRL, VOLUME = "125", YEAR = "2019", PAGES = "439-445", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121650"} @article{bb125520, 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, VOLUME = "63", YEAR = "2019", PAGES = "102601", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121651"} @article{bb125521, AUTHOR = "Yao, Y.Y. and Wang, L. and Zhang, L.M. and Yang, Y. and Li, P. and Zimmermann, R. and Shao, L.", TITLE = "Learning Latent Stable Patterns for Image Understanding With Weak and Noisy Labels", JOURNAL = Cyber, VOLUME = "49", YEAR = "2019", NUMBER = "12", MONTH = "December", PAGES = "4243-4252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121652"} @article{bb125522, AUTHOR = "Zhang, L.M. and Su, G. and Yin, J.W. and Li, Y. and Lin, Q. and Zhang, X.Q. and Shao, L.", TITLE = "Bioinspired Scene Classification by Deep Active Learning With Remote Sensing Applications", JOURNAL = Cyber, VOLUME = "52", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "5682-5694", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121653"} @article{bb125523, AUTHOR = "Qiu, S. and Nie, F. and Xu, X. and Qing, C. and Xu, D.", TITLE = "Accelerating Flexible Manifold Embedding for Scalable Semi-Supervised Learning", JOURNAL = CirSysVideo, VOLUME = "29", YEAR = "2019", NUMBER = "9", MONTH = "September", PAGES = "2786-2795", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121654"} @article{bb125524, AUTHOR = "Yang, J. and Shebalov, S. and Klabjan, D.", TITLE = "Semi-Supervised Learning for Discrete Choice Models", JOURNAL = ITS, VOLUME = "20", YEAR = "2019", NUMBER = "11", MONTH = "November", PAGES = "4145-4159", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121655"} @article{bb125525, AUTHOR = "Yanev, N. and Valev, V. and Krzyzak, A. and Ben Suliman, K.", TITLE = "Supervised classification using graph-based space partitioning", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "122-130", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121656"} @inproceedings{bb125526, AUTHOR = "Valev, V. and Yanev, N. and Krzyzak, A. and Ben Suliman, K.", TITLE = "Supervised Classification Using Feature Space Partitioning", BOOKTITLE = SSSPR18, YEAR = "2018", PAGES = "194-203", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121657"} @inproceedings{bb125527, AUTHOR = "Yanev, N. and Valev, V. and Ben Suliman, K. and Krzyzak, A.", TITLE = "Supervised Classification Using Graph-based Space Partitioning for Multiclass Problems", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "6486-6492", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121658"} @article{bb125528, AUTHOR = "Amorim, W.P. and Rosa, G.H. and Thomazella, R. and Cogo Castanho, J.E. and Lofrano Dotto, F.R. and Rodrigues Junior, O.P. and Marana, A.N. and Papa, J.P.", TITLE = "Semi-supervised learning with connectivity-driven convolutional neural networks", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "16-22", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121659"} @article{bb125529, AUTHOR = "Wu, Y. and Mu, G. and Qin, C. and Miao, Q.G. and Ma, W.P. and Zhang, X.R.", TITLE = "Semi-Supervised Hyperspectral Image Classification via Spatial-Regulated Self-Training", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121660"} @article{bb125530, AUTHOR = "He, F. and Wang, R. and Jia, W.M.", TITLE = "Fast semi-supervised learning with anchor graph for large hyperspectral images", JOURNAL = PRL, VOLUME = "130", YEAR = "2020", PAGES = "319-326", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121661"} @article{bb125531, AUTHOR = "Liu, Z. and Jin, W. and Mu, Y.", TITLE = "Graph-based boosting algorithm to learn labeled and unlabeled data", JOURNAL = PR, VOLUME = "106", YEAR = "2020", PAGES = "107417", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121662"} @article{bb125532, AUTHOR = "Murphy, J.M.", TITLE = "Spatially regularized active diffusion learning for high-dimensional images", JOURNAL = PRL, VOLUME = "135", YEAR = "2020", PAGES = "213-220", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121663"} @article{bb125533, AUTHOR = "Yan, W.Z. and Sun, Q.S. and Sun, H.J. and Li, Y.M.", TITLE = "Semi-supervised learning framework based on statistical analysis for image set classification", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107500", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121664"} @article{bb125534, AUTHOR = "Chiaroni, F. and Khodabandelou, G. and Rahal, M.C. and Hueber, N. and Dufaux, F.", TITLE = "Counter-examples generation from a positive unlabeled image dataset", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107527", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121665"} @article{bb125535, AUTHOR = "Li, W.Y. and Wang, Z.C. and Yue, Y.G. and Li, J.Y. and Speier, W. and Zhou, M.Y. and Arnold, C.", TITLE = "Semi-supervised learning using adversarial training with good and bad samples", JOURNAL = MVA, VOLUME = "31", YEAR = "2020", NUMBER = "6", MONTH = "August", PAGES = "Article49", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121666"} @article{bb125536, AUTHOR = "Donyavi, Z. and Asadi, S.", TITLE = "Diverse training dataset generation based on a multi-objective optimization for semi-Supervised classification", JOURNAL = PR, VOLUME = "108", YEAR = "2020", PAGES = "107543", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121667"} @article{bb125537, AUTHOR = "Lu, X.O. and Qiao, Y.Q. and Zhu, R. and Wang, G.J. and Ma, Z.Y. and Xue, J.H.", TITLE = "Generalisations of stochastic supervision models", JOURNAL = PR, VOLUME = "109", YEAR = "2021", PAGES = "107575", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121668"} @article{bb125538, AUTHOR = "Kang, Z. and Peng, C. and Cheng, Q.A. and Liu, X.W. and Peng, X. and Xu, Z.L. and Tian, L.", TITLE = "Structured graph learning for clustering and semi-supervised classification", JOURNAL = PR, VOLUME = "110", YEAR = "2021", PAGES = "107627", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121669"} @article{bb125539, AUTHOR = "Li, Y.F. and Guo, L.Z. and Zhou, Z.H.", TITLE = "Towards Safe Weakly Supervised Learning", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "334-346", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121670"} @article{bb125540, AUTHOR = "Mayer, C. and Paul, M. and Timofte, R.", TITLE = "Adversarial feature distribution alignment for semi-supervised learning", JOURNAL = CVIU, VOLUME = "202", YEAR = "2021", PAGES = "103109", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121671"} @inproceedings{bb125541, AUTHOR = "Mayer, C. and Timofte, R.", TITLE = "Adversarial Sampling for Active Learning", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "3060-3068", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121672"} @article{bb125542, AUTHOR = "Wang, X. and Kihara, D. and Luo, J.B. and Qi, G.J.", TITLE = "EnAET: A Self-Trained Framework for Semi-Supervised and Supervised Learning with Ensemble Transformations", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "1639-1647", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121673"} @article{bb125543, AUTHOR = "Fu, Z.Q. and Zhao, Y. and Chang, D.X. and Wang, Y.M.", TITLE = "A hierarchical weighted low-rank representation for image clustering and classification", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107736", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121674"} @article{bb125544, AUTHOR = "Min, S. and Chen, X. and Xie, H. and Zha, Z.J. and Zhang, Y.", TITLE = "A Mutually Attentive Co-Training Framework for Semi-Supervised Recognition", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "899-910", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121675"} @article{bb125545, AUTHOR = "Bai, L. and Liang, J. and Cao, F.Y.", TITLE = "Semi-Supervised Clustering With Constraints of Different Types From Multiple Information Sources", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "9", MONTH = "September", PAGES = "3247-3258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121676"} @article{bb125546, AUTHOR = "Liu, L. and Tan, R.T.", TITLE = "Certainty driven consistency loss on multi-teacher networks for semi-supervised learning", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108140", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121677"} @article{bb125547, AUTHOR = "Li, Y. and Kan, S.C. and Cao, W.M. and He, Z.H.", TITLE = "Learned Model Composition With Critical Sample Look-Ahead for Semi-Supervised Learning on Small Sets of Labeled Samples", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "9", MONTH = "September", PAGES = "3444-3455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121678"} @article{bb125548, AUTHOR = "Deng, X.H. and Jiang, P. and Zhao, D.Z. and Huang, R. and Shen, H.", TITLE = "Effective semi-supervised learning for structured data using Embedding GANs", JOURNAL = PRL, VOLUME = "151", YEAR = "2021", PAGES = "127-134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121679"} @article{bb125549, AUTHOR = "Feng, Z.Y. and Zhou, Q.Y. and Gu, Q.Q. and Tan, X. and Cheng, G.L. and Lu, X.Q. and Shi, J.P. and Ma, L.Z.", TITLE = "DMT: Dynamic mutual training for semi-supervised learning", JOURNAL = PR, VOLUME = "130", YEAR = "2022", PAGES = "108777", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121680"} @article{bb125550, AUTHOR = "Bdair, T. and Wiestler, B. and Navab, N. and Albarqouni, S.", TITLE = "ROAM: Random layer mixup for semi-supervised learning in medical images", JOURNAL = IET-IPR, VOLUME = "16", YEAR = "2022", NUMBER = "10", PAGES = "2593-2608", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121681"} @article{bb125551, AUTHOR = "Li, D. and Liu, Y. and Song, L.", TITLE = "Adaptive Weighted Losses With Distribution Approximation for Efficient Consistency-Based Semi-Supervised Learning", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "7832-7842", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121682"} @article{bb125552, AUTHOR = "Li, J. and Zhou, M.Q. and Zhu, Q.S. and Wu, Q.W.", TITLE = "A framework based on local cores and synthetic examples generation for self-labeled semi-supervised classification", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109060", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121683"} @article{bb125553, AUTHOR = "Wu, W.H. and Hou, J.H. and Wang, S.Q. and Kwong, S. and Zhou, Y.", TITLE = "Semi-supervised adaptive kernel concept factorization", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109114", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121684"} @article{bb125554, AUTHOR = "Shaik, R.U. and Unni, A. and Zeng, W.P.", TITLE = "Quantum Based Pseudo-Labelling for Hyperspectral Imagery: A Simple and Efficient Semi-Supervised Learning Method for Machine Learning Classifiers", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121685"} @article{bb125555, AUTHOR = "Zhang, Y. and Ji, S.Y. and Zou, C.Q. and Zhao, X.B. and Ying, S.H. and Gao, Y.", TITLE = "Graph Learning on Millions of Data in Seconds: Label Propagation Acceleration on Graph Using Data Distribution", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "1835-1847", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121686"} @article{bb125556, AUTHOR = "Fan, Y. and Kukleva, A. and Schiele, B.", TITLE = "Revisiting Consistency Regularization for Semi-Supervised Learning", JOURNAL = IJCV, VOLUME = "131", YEAR = "2023", NUMBER = "3", MONTH = "March", PAGES = "626-643", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121687"} @article{bb125557, AUTHOR = "Mey, A. and Loog, M.", TITLE = "Improved Generalization in Semi-Supervised Learning: A Survey of Theoretical Results", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "4747-4767", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121688"} @article{bb125558, AUTHOR = "Li, J. and Liu, Y. and Wang, W.P.", TITLE = "Semi-supervised vector-valued learning: Improved bounds and algorithms", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109356", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121689"} @article{bb125559, 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.", TITLE = "MaxMatch: Semi-Supervised Learning With Worst-Case Consistency", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "5970-5987", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121690"} @article{bb125560, 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", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "1844-1857", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121691"} @article{bb125561, 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", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121692"} @inproceedings{bb125562, AUTHOR = "Streicher, O. and Gilboa, G.", TITLE = "Graph Laplacian for Semi-supervised Learning", BOOKTITLE = SSVM23, YEAR = "2023", PAGES = "250-262", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121693"} @article{bb125563, AUTHOR = "Yang, Q.S. and Chen, Z. and Yuan, Y.X.", TITLE = "Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification", JOURNAL = MedImg, VOLUME = "42", YEAR = "2023", NUMBER = "8", MONTH = "August", PAGES = "2200-2210", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121694"} @inproceedings{bb125564, AUTHOR = "Li, L.J. and Zhang, Y.H. and Huang, A.", 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#TT121695"} @inproceedings{bb125565, 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#TT121696"} @inproceedings{bb125566, 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#TT121697"} @inproceedings{bb125567, 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#TT121698"} @inproceedings{bb125568, 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#TT121699"} @inproceedings{bb125569, 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#TT121700"} @inproceedings{bb125570, AUTHOR = "Pan, X.H. and Li, F.", TITLE = "Class-wise Attention Reinforcement for Semi-supervised Meta-Learning", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "4479-4485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121701"} @inproceedings{bb125571, 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#TT121702"} @inproceedings{bb125572, AUTHOR = "Wang, Z. 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#TT121703"} @inproceedings{bb125573, AUTHOR = "Kingetsu, H. and Kobayashi, K. and Okawa, Y. and Yokota, Y. and Nakazawa, K.", TITLE = "Multi-Step Test-Time Adaptation with Entropy Minimization and Pseudo-Labeling", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "4153-4157", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121704"} @inproceedings{bb125574, 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#TT121705"} @inproceedings{bb125575, 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#TT121706"} @inproceedings{bb125576, AUTHOR = "Yuan, X.K. and Li, Z.L. and Wang, G.", 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#TT121707"} @inproceedings{bb125577, 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#TT121708"} @inproceedings{bb125578, 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#TT121709"} @inproceedings{bb125579, AUTHOR = "Duan, Y. and Qi, L. and Wang, L. and Zhou, L.P. and Shi, Y.", 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#TT121710"} @inproceedings{bb125580, 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#TT121711"} @inproceedings{bb125581, 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#TT121712"} @inproceedings{bb125582, 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#TT121713"} @inproceedings{bb125583, AUTHOR = "Tao, C.X. and Wang, H.H. and Zhu, X. and Dong, J.H. and Song, S. 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#TT121714"} @inproceedings{bb125584, 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#TT121715"} @inproceedings{bb125585, AUTHOR = "Zhang, T. and Qiu, C. 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#TT121716"} @inproceedings{bb125586, AUTHOR = "Zhang, S.F. and Qiu, L. and Zhu, F. and Yan, J.C. and Zhang, H. 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#TT121717"} @inproceedings{bb125587, 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#TT121718"} @inproceedings{bb125588, 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#TT121719"} @inproceedings{bb125589, 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#TT121720"} @inproceedings{bb125590, 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#TT121721"} @inproceedings{bb125591, AUTHOR = "Hou, Z.J. and Kung, S.Y.", TITLE = "Semi-Supervised Few-Shot Learning from A Dependency-Discriminant Perspective", BOOKTITLE = ECV22, YEAR = "2022", PAGES = "2816-2824", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121722"} @inproceedings{bb125592, 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#TT121723"} @inproceedings{bb125593, 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#TT121724"} @inproceedings{bb125594, 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#TT121725"} @inproceedings{bb125595, 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#TT121726"} @inproceedings{bb125596, 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#TT121727"} @inproceedings{bb125597, 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#TT121728"} @inproceedings{bb125598, 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#TT121729"} @inproceedings{bb125599, AUTHOR = "Wang, W.J. and Lin, L. and Fan, Z. and Liu, J.Y.", TITLE = "Semi-Supervised Learning for Mars Imagery Classification", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "499-503", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT121730"}