@inproceedings{bb140200,
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#TT136187"}
@inproceedings{bb140201,
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#TT136188"}
@inproceedings{bb140202,
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#TT136189"}
@inproceedings{bb140203,
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#TT136190"}
@inproceedings{bb140204,
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#TT136191"}
@inproceedings{bb140205,
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#TT136192"}
@inproceedings{bb140206,
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#TT136193"}
@inproceedings{bb140207,
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#TT136194"}
@inproceedings{bb140208,
AUTHOR = "Yang, L. and Zhao, Z. and Qi, L. and Qiao, Y. and Shi, Y. 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#TT136195"}
@inproceedings{bb140209,
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#TT136196"}
@inproceedings{bb140210,
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#TT136197"}
@inproceedings{bb140211,
AUTHOR = "Zheng, M. 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#TT136198"}
@inproceedings{bb140212,
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#TT136199"}
@inproceedings{bb140213,
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#TT136200"}
@inproceedings{bb140214,
AUTHOR = "Gui, G. and Zhao, Z. and Qi, L. and Zhou, L.P. and Wang, L. and Shi, Y.",
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#TT136201"}
@inproceedings{bb140215,
AUTHOR = "Li, Z.K. and Qi, L. and Shi, Y. 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#TT136202"}
@inproceedings{bb140216,
AUTHOR = "Duan, Y. and Zhao, Z. and Qi, L. and Zhou, L.P. and Wang, L. and Shi, Y.",
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#TT136203"}
@inproceedings{bb140217,
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#TT136204"}
@inproceedings{bb140218,
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#TT136205"}
@inproceedings{bb140219,
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#TT136206"}
@inproceedings{bb140220,
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#TT136207"}
@inproceedings{bb140221,
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#TT136208"}
@inproceedings{bb140222,
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#TT136209"}
@inproceedings{bb140223,
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#TT136210"}
@inproceedings{bb140224,
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#TT136211"}
@inproceedings{bb140225,
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#TT136212"}
@inproceedings{bb140226,
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#TT136213"}
@inproceedings{bb140227,
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#TT136214"}
@inproceedings{bb140228,
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#TT136215"}
@inproceedings{bb140229,
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#TT136216"}
@inproceedings{bb140230,
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#TT136217"}
@inproceedings{bb140231,
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#TT136218"}
@inproceedings{bb140232,
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#TT136219"}
@inproceedings{bb140233,
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#TT136220"}
@inproceedings{bb140234,
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#TT136221"}
@inproceedings{bb140235,
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#TT136222"}
@inproceedings{bb140236,
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#TT136223"}
@inproceedings{bb140237,
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#TT136224"}
@inproceedings{bb140238,
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#TT136225"}
@inproceedings{bb140239,
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#TT136226"}
@inproceedings{bb140240,
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#TT136227"}
@inproceedings{bb140241,
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#TT136228"}
@inproceedings{bb140242,
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#TT136229"}
@inproceedings{bb140243,
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#TT136230"}
@inproceedings{bb140244,
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#TT136231"}
@inproceedings{bb140245,
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#TT136232"}
@inproceedings{bb140246,
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#TT136233"}
@inproceedings{bb140247,
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#TT136234"}
@inproceedings{bb140248,
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#TT136235"}
@inproceedings{bb140249,
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#TT136236"}
@inproceedings{bb140250,
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#TT136237"}
@inproceedings{bb140251,
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#TT136238"}
@inproceedings{bb140252,
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#TT136239"}
@inproceedings{bb140253,
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#TT136240"}
@inproceedings{bb140254,
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#TT136241"}
@inproceedings{bb140255,
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#TT136242"}
@inproceedings{bb140256,
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#TT136243"}
@inproceedings{bb140257,
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#TT136244"}
@inproceedings{bb140258,
AUTHOR = "Taccari, L.",
TITLE = "Domain-Based Semi-Supervised Learning: Exploiting Label Invariance in
Unlabeled Data from Distributed Cameras",
BOOKTITLE = DSC21,
YEAR = "2021",
PAGES = "290-297",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136245"}
@inproceedings{bb140259,
AUTHOR = "Pham, H. and Dai, Z.H. and Xie, Q.Z. and Le, Q.V.",
TITLE = "Meta Pseudo Labels",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "11552-11563",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136246"}
@inproceedings{bb140260,
AUTHOR = "Nassar, I. and Herath, S. and Abbasnejad, E. and Buntine, W. and Haffari, G.",
TITLE = "All Labels Are Not Created Equal:
Enhancing Semi-supervision via Label Grouping and Co-training",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "7237-7246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136247"}
@inproceedings{bb140261,
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TITLE = "Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image
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BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "12262-12272",
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@inproceedings{bb140262,
AUTHOR = "Hu, Z.J. and Yang, Z.Y. and Hu, X.F. and Nevatia, R.",
TITLE = "SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised
Classification",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15094-15103",
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@inproceedings{bb140263,
AUTHOR = "Cai, Z.W. and Ravichandran, A. and Maji, S. and Fowlkes, C. and Tu, Z.W. and Soatto, S.",
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Semi-supervised Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "194-203",
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@inproceedings{bb140264,
AUTHOR = "Groenendijk, R. and Karaoglu, S. and Gevers, T. and Mensink, T.",
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BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "1468-1477",
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@inproceedings{bb140265,
AUTHOR = "Patro, B.N. and Kasturi, G.S. and Jain, A. and Namboodiri, V.P.",
TITLE = "Self Supervision for Attention Networks",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "726-735",
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@inproceedings{bb140266,
AUTHOR = "Jing, L.L. and Parag, T. and Wu, Z. and Tian, Y.L. and Wang, H.C.",
TITLE = "VideoSSL: Semi-Supervised Learning for Video Classification",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "1109-1118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136253"}
@inproceedings{bb140267,
AUTHOR = "Zhu, J.G. and Xie, H.C. and Abd Almageed, W.",
TITLE = "Weakly Supervised Invariant Representation Learning via Disentangling
Known and Unknown Nuisance Factors",
BOOKTITLE = Scarce22,
YEAR = "2022",
PAGES = "382-395",
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@inproceedings{bb140268,
AUTHOR = "Xie, H.C. and Hussein, M.E. and Galstyan, A. and Abd Almageed, W.",
TITLE = "MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent
Unsupervised Learning Using Mutual Information Maximization",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "2585-2594",
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@inproceedings{bb140269,
AUTHOR = "Chen, Z.X. and Dutton, B. and Ramachandra, B. and Wu, T.F. and Vatsavai, R.R.",
TITLE = "Local Clustering with Mean Teacher for Semi-supervised learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6243-6250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136256"}
@inproceedings{bb140270,
AUTHOR = "Ortego, D. and Arazo, E. and Albert, P. and O'Connor, N.E. and McGuinness, K.",
TITLE = "Towards Robust Learning with Different Label Noise Distributions",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "7020-7027",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136257"}
@inproceedings{bb140271,
AUTHOR = "Haase Schutz, C. and Stal, R. and Hertlein, H. and Sick, B.",
TITLE = "Iterative Label Improvement: Robust Training by Confidence Based
Filtering and Dataset Partitioning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9483-9490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136258"}
@inproceedings{bb140272,
AUTHOR = "Wang, Z.X. and Xu, H. and Tian, Y.L. and Xie, H.T.",
TITLE = "Hierarchical Consistency and Refinement for Semi-Supervised Medical
Segmentation",
BOOKTITLE = MMDLCA20,
YEAR = "2020",
PAGES = "267-276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136259"}
@inproceedings{bb140273,
AUTHOR = "Kang, M.G. and Lee, K. and Lee, Y.H. and Suh, C.H.",
TITLE = "Autoencoder-based Graph Construction for Semi-supervised Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIV:500-517",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136260"}
@inproceedings{bb140274,
AUTHOR = "Chen, Y.C. and Chou, C.T. and Wang, Y.C.A.F.",
TITLE = "Learning to Learn in a Semi-Supervised Fashion",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVIII:460-478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT136261"}
@inproceedings{bb140275,
AUTHOR = "Ke, Z.H. and Qiu, D. and Li, K.C. and Yan, Q. and Lau, R.W.H.",
TITLE = "Guided Collaborative Training for Pixel-Wise Semi-Supervised Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIII:429-445",
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@inproceedings{bb140276,
AUTHOR = "Shin, M.C.",
TITLE = "Semi-supervised Learning with a Teacher-student Network for Generalized
Attribute Prediction",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XI:509-525",
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@inproceedings{bb140277,
AUTHOR = "Cheng, L. and Zhou, X.Z. and Zhao, L.M. and Li, D.W. and Shang, H. and Zheng, Y. and Pan, P. and Xu, Y.H.",
TITLE = "Weakly Supervised Learning with Side Information for Noisy Labeled
Images",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXX: 306-321",
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AUTHOR = "Lin, W.Y. and Gao, Z.L. and Li, B.C.",
TITLE = "Shoestring: Graph-Based Semi-Supervised Classification With Severely
Limited Labeled Data",
BOOKTITLE = CVPR20,
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AUTHOR = "Chen, P. and Ma, T. and Qin, X. and Xu, W. and Zhou, S.",
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BOOKTITLE = CVPR20,
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Avoiding Overconfident Predictions via Hermite Polynomial Activations",
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YEAR = "2020",
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AUTHOR = "Li, S. and Liu, B. and Chen, D. and Chu, Q. and Yuan, L. and Yu, N.",
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BOOKTITLE = CVPR20,
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AUTHOR = "Rebuffi, S.A. and Ehrhardt, S. and Han, K. and Vedaldi, A. and Zisserman, A.",
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Improving Semi-Supervised Classification",
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YEAR = "2019",
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AUTHOR = "Zhang, H. and Zhang, Z. and Li, S. and Ye, Q.L. and Zhao, M.B. and Wang, M.",
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AUTHOR = "Radosavovic, I. and Dollar, P. and Girshick, R. and Gkioxari, G. and He, K.M.",
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AUTHOR = "Luo, Y. and Zhu, J. and Li, M. and Ren, Y. and Zhang, B.",
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AUTHOR = "Chen, L. and Yu, S. and Yang, M.",
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for image classification",
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AUTHOR = "Zhu, H. and Xia, M.",
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Approximate Anchors Embedding",
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TITLE = "Multimodal Explanations:
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