@inproceedings{bb132900, 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#TT128946"} @inproceedings{bb132901, 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#TT128947"} @inproceedings{bb132902, 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#TT128948"} @inproceedings{bb132903, 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#TT128949"} @inproceedings{bb132904, 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#TT128950"} @inproceedings{bb132905, 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#TT128951"} @inproceedings{bb132906, 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#TT128952"} @inproceedings{bb132907, 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#TT128953"} @inproceedings{bb132908, 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#TT128954"} @inproceedings{bb132909, 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#TT128955"} @inproceedings{bb132910, 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#TT128956"} @inproceedings{bb132911, 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#TT128957"} @inproceedings{bb132912, 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#TT128958"} @inproceedings{bb132913, 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#TT128959"} @inproceedings{bb132914, 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#TT128960"} @inproceedings{bb132915, 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#TT128961"} @inproceedings{bb132916, 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#TT128962"} @inproceedings{bb132917, 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#TT128963"} @inproceedings{bb132918, 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#TT128964"} @inproceedings{bb132919, 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#TT128965"} @inproceedings{bb132920, 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#TT128966"} @inproceedings{bb132921, 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#TT128967"} @inproceedings{bb132922, 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#TT128968"} @inproceedings{bb132923, 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#TT128969"} @inproceedings{bb132924, 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#TT128970"} @inproceedings{bb132925, 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#TT128971"} @inproceedings{bb132926, 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#TT128972"} @inproceedings{bb132927, 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#TT128973"} @inproceedings{bb132928, 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#TT128974"} @inproceedings{bb132929, 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#TT128975"} @inproceedings{bb132930, 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#TT128976"} @inproceedings{bb132931, 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#TT128977"} @inproceedings{bb132932, 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#TT128978"} @inproceedings{bb132933, 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#TT128979"} @inproceedings{bb132934, 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#TT128980"} @inproceedings{bb132935, AUTHOR = "Taherkhani, F. and Dabouei, A. and Soleymani, S. and Dawson, J. and Nasrabadi, N.M.", TITLE = "Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "12262-12272", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128981"} @inproceedings{bb132936, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128982"} @inproceedings{bb132937, AUTHOR = "Cai, Z.W. and Ravichandran, A. and Maji, S. and Fowlkes, C. and Tu, Z.W. and Soatto, S.", TITLE = "Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "194-203", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128983"} @inproceedings{bb132938, AUTHOR = "Groenendijk, R. and Karaoglu, S. and Gevers, T. and Mensink, T.", TITLE = "Multi-Loss Weighting with Coefficient of Variations", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "1468-1477", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128984"} @inproceedings{bb132939, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128985"} @inproceedings{bb132940, 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#TT128986"} @inproceedings{bb132941, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128987"} @inproceedings{bb132942, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128988"} @inproceedings{bb132943, 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#TT128989"} @inproceedings{bb132944, 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#TT128990"} @inproceedings{bb132945, 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#TT128991"} @inproceedings{bb132946, 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#TT128992"} @inproceedings{bb132947, AUTHOR = "Kohli, A.P.S. and Sitzmann, V. and Wetzstein, G.", TITLE = "Semantic Implicit Neural Scene Representations With Semi-Supervised Training", BOOKTITLE = "3DV20", YEAR = "2020", PAGES = "423-433", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128993"} @inproceedings{bb132948, 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#TT128994"} @inproceedings{bb132949, 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#TT128995"} @inproceedings{bb132950, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128996"} @inproceedings{bb132951, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128997"} @inproceedings{bb132952, AUTHOR = "Taherkhani, F. and Dabouei, A. and Soleymani, S. and Dawson, J. and Nasrabadi, N.M.", TITLE = "Transporting Labels via Hierarchical Optimal Transport for Semi-supervised Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "IV:509-526", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128998"} @inproceedings{bb132953, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT128999"} @inproceedings{bb132954, 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, YEAR = "2020", PAGES = "4173-4181", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129000"} @inproceedings{bb132955, AUTHOR = "Chen, P. and Ma, T. and Qin, X. and Xu, W. and Zhou, S.", TITLE = "Data-Efficient Semi-Supervised Learning by Reliable Edge Mining", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "9189-9198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129001"} @inproceedings{bb132956, AUTHOR = "Lokhande, V.S. and Tasneeyapant, S. and Venkatesh, A. and Ravi, S.N. and Singh, V.", TITLE = "Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11432-11440", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129002"} @inproceedings{bb132957, AUTHOR = "Li, S. and Liu, B. and Chen, D. and Chu, Q. and Yuan, L. and Yu, N.", TITLE = "Density-Aware Graph for Deep Semi-Supervised Visual Recognition", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "13397-13406", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129003"} @inproceedings{bb132958, AUTHOR = "Rebuffi, S.A. and Ehrhardt, S. and Han, K. and Vedaldi, A. and Zisserman, A.", TITLE = "LSD-C: Linearly Separable Deep Clusters", BOOKTITLE = VIPriors21, YEAR = "2021", PAGES = "1038-1046", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129004"} @inproceedings{bb132959, AUTHOR = "Rebuffi, S.A. and Ehrhardt, S. and Han, K. and Vedaldi, A. and Zisserman, A.", TITLE = "Semi-Supervised Learning with Scarce Annotations", BOOKTITLE = DeepVision20, YEAR = "2020", PAGES = "3294-3302", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129005"} @inproceedings{bb132960, AUTHOR = "Ke, Z. and Wang, D. and Yan, Q. and Ren, J. and Lau, R.", TITLE = "Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6727-6735", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129006"} @inproceedings{bb132961, AUTHOR = "Beyer, L. and Zhai, X. and Oliver, A. and Kolesnikov, A.", TITLE = "S4L: Self-Supervised Semi-Supervised Learning", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1476-1485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129007"} @inproceedings{bb132962, AUTHOR = "Wang, Q. and Li, W. and Van Gool, L.J.", TITLE = "Semi-Supervised Learning by Augmented Distribution Alignment", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1466-1475", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129008"} @inproceedings{bb132963, AUTHOR = "Cicek, S. and Soatto, S.", TITLE = "Input and Weight Space Smoothing for Semi-Supervised Learning", BOOKTITLE = MDALC19, YEAR = "2019", PAGES = "1344-1353", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129009"} @inproceedings{bb132964, AUTHOR = "Wu, S. and Li, J. and Liu, C. and Yu, Z.W. and Wong, H.S.", TITLE = "Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "6493-6502", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129010"} @inproceedings{bb132965, AUTHOR = "Li, Q. and Wu, X.M. and Liu, H. and Zhang, X.T. and Guan, Z.C.", TITLE = "Label Efficient Semi-Supervised Learning via Graph Filtering", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9574-9583", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129011"} @inproceedings{bb132966, AUTHOR = "Wang, S. and Meng, J.J. and Yuan, J.S. and Tan, Y.P.", TITLE = "Joint Representative Selection and Feature Learning: A Semi-Supervised Approach", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "5998-6006", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129012"} @inproceedings{bb132967, AUTHOR = "Iscen, A. and Tolias, G. and Avrithis, Y. and Chum, O.", TITLE = "Label Propagation for Deep Semi-Supervised Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "5065-5074", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129013"} @inproceedings{bb132968, 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#TT129014"} @inproceedings{bb132969, 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#TT129015"} @inproceedings{bb132970, AUTHOR = "Dornaika, F. and Bosaghzadeh, A.", TITLE = "Adaptive Hybrid Representation for Graph-Based Semi-supervised Classification", BOOKTITLE = CIAP19, YEAR = "2019", PAGES = "I:164-174", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129016"} @inproceedings{bb132971, AUTHOR = "Zhang, H. and Zhang, Z. and Li, S. and Ye, Q.L. and Zhao, M.B. and Wang, M.", TITLE = "Robust Adaptive Label Propagation by Double Matrix Decomposition", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "2160-2165", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129017"} @inproceedings{bb132972, AUTHOR = "Radosavovic, I. and Dollar, P. and Girshick, R. and Gkioxari, G. and He, K.M.", TITLE = "Data Distillation: Towards Omni-Supervised Learning", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "4119-4128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129018"} @inproceedings{bb132973, AUTHOR = "Luo, Y. and Zhu, J. and Li, M. and Ren, Y. and Zhang, B.", TITLE = "Smooth Neighbors on Teacher Graphs for Semi-Supervised Learning", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "8896-8905", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129019"} @inproceedings{bb132974, AUTHOR = "Chen, L. and Yu, S. and Yang, M.", TITLE = "Semi-supervised convolutional neural networks with label propagation for image classification", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1319-1324", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129020"} @inproceedings{bb132975, AUTHOR = "Zhu, H. and Xia, M.", TITLE = "Scalable Semi-Supervised Learning by Graph Construction with Approximate Anchors Embedding", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1331-1336", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129021"} @inproceedings{bb132976, AUTHOR = "Hailat, Z. and Komarichev, A. and Chen, X.", TITLE = "Deep Semi-Supervised Learning", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "2154-2159", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129022"} @inproceedings{bb132977, AUTHOR = "Park, D.H. and Hendricks, L.A. and Akata, Z. and Rohrbach, A. and Schiele, B. and Darrell, T.J. and Rohrbach, M.", TITLE = "Multimodal Explanations: Justifying Decisions and Pointing to the Evidence", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "8779-8788", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129023"} @inproceedings{bb132978, AUTHOR = "Gao, M.F. and Li, A. and Yu, R. and Morariu, V.I. and Davis, L.S.", TITLE = "C-WSL: Count-Guided Weakly Supervised Localization", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "I: 155-171", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129024"} @inproceedings{bb132979, AUTHOR = "Cicek, S. and Fawzi, A. and Soatto, S.", TITLE = "SaaS: Speed as a Supervisor for Semi-supervised Learning", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "II: 152-166", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129025"} @inproceedings{bb132980, AUTHOR = "Mahajan, D. and Girshick, R. and Ramanathan, V. and He, K.M. and Paluri, M. and Li, Y.X. and Bharambe, A. and van der Maaten, L.", TITLE = "Exploring the Limits of Weakly Supervised Pretraining", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "II: 185-201", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129026"} @inproceedings{bb132981, AUTHOR = "Qiao, S.Y. and Shen, W. and Zhang, Z.S. and Wang, B. and Yuille, A.L.", TITLE = "Deep Co-Training for Semi-Supervised Image Recognition", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XV: 142-159", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129027"} @inproceedings{bb132982, AUTHOR = "Odate, R. and Shinjo, H. and Suzuki, Y. and Motobayashi, M.", TITLE = "Semi-supervised Clustering Framework Based on Active Learning for Real Data", BOOKTITLE = SSSPR18, YEAR = "2018", PAGES = "184-193", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129028"} @inproceedings{bb132983, AUTHOR = "Chen, Y.B. and Zhu, X.T. and Gong, S.G.", TITLE = "Semi-supervised Deep Learning with Memory", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "I: 275-291", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129029"} @inproceedings{bb132984, 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#TT129030"} @inproceedings{bb132985, AUTHOR = "Liu, Y. and Song, G.L. and Shao, J. and Jin, X. and Wang, X.G.", TITLE = "Transductive Centroid Projection for Semi-supervised Large-Scale Recognition", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VI: 72-89", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129031"} @inproceedings{bb132986, AUTHOR = "Robert, T. and Thome, N. and Cord, M.", TITLE = "HybridNet: Classification and Reconstruction Cooperation for Semi-supervised Learning", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "VII: 158-175", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129032"} @inproceedings{bb132987, AUTHOR = "Chen, X. and Gong, C. and Ma, C. and Huang, X. and Yang, J.", TITLE = "Privileged Semi-Supervised Learning", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "2999-3003", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129033"} @inproceedings{bb132988, AUTHOR = "Zhang, L. and Wang, D. and Zhang, X. and Gu, N. and Fan, M.", TITLE = "Simultaneous Learning of Affinity Matrix and Laplacian Regularized Least Squares for Semi-Supervised Classification", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "1633-1637", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129034"} @inproceedings{bb132989, AUTHOR = "Ding, Y.F. and Wang, L.Q. and Fan, D.L. and Gong, B.Q.", TITLE = "A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "1215-1224", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129035"} @inproceedings{bb132990, AUTHOR = "Huijser, M. and van Gemert, J.C.", TITLE = "Active Decision Boundary Annotation with Deep Generative Models", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "5296-5305", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129036"} @inproceedings{bb132991, AUTHOR = "Gaur, U. and Manjunath, B.S.", TITLE = "Weakly Supervised Manifold Learning for Dense Semantic Object Correspondence", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "1744-1752", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129037"} @inproceedings{bb132992, AUTHOR = "Jacobs, M.", TITLE = "A Fast MBO Scheme for Multiclass Data Classification", BOOKTITLE = SSVM17, YEAR = "2017", PAGES = "335-347", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129038"} @inproceedings{bb132993, AUTHOR = "Salinas Gutierrez, R. and Hernandez Quintero, A. and Dalmau Cedeno, O. and Perez Diaz, A.P.", TITLE = "Modeling Dependencies in Supervised Classification", BOOKTITLE = MCPR17, YEAR = "2017", PAGES = "117-126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129039"} @inproceedings{bb132994, AUTHOR = "Valev, V. and Yanev, N. and Krzyzak, A.", TITLE = "A new geometrical approach for solving the supervised pattern recognition problem", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1648-1652", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129040"} @inproceedings{bb132995, AUTHOR = "Hou, C.Q. and Xia, Y.J. and Xu, Z.R. and Sun, J.", TITLE = "Semi-supervised learning competence of classifiers based on graph for dynamic classifier selection", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "3650-3654", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129041"} @inproceedings{bb132996, AUTHOR = "Oh, B. and Yang, J.", TITLE = "Enhancing label inference algorithms considering vertex importance in graph-based semi-supervised learning", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1671-1676", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129042"} @inproceedings{bb132997, AUTHOR = "Sousa, C.A.R. and Batista, G.E.A.P.A.", TITLE = "Constrained Local and Global Consistency for semi-supervised learning", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1689-1694", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129043"} @inproceedings{bb132998, AUTHOR = "Fu, Y.W. and Sigal, L.", TITLE = "Semi-supervised Vocabulary-Informed Learning", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5337-5346", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129044"} @inproceedings{bb132999, AUTHOR = "Krijthe, J.H. and Loog, M.", TITLE = "The Peaking Phenomenon in Semi-supervised Learning", BOOKTITLE = SSSPR16, YEAR = "2016", PAGES = "299-309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT129045"}