@inproceedings{bb131600, 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#TT127656"} @inproceedings{bb131601, 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#TT127657"} @inproceedings{bb131602, 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#TT127658"} @inproceedings{bb131603, 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#TT127659"} @inproceedings{bb131604, 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#TT127660"} @inproceedings{bb131605, 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#TT127661"} @inproceedings{bb131606, 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#TT127662"} @inproceedings{bb131607, 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#TT127663"} @inproceedings{bb131608, 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#TT127664"} @inproceedings{bb131609, 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#TT127665"} @inproceedings{bb131610, 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#TT127666"} @inproceedings{bb131611, 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#TT127667"} @inproceedings{bb131612, 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#TT127668"} @inproceedings{bb131613, 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#TT127669"} @inproceedings{bb131614, 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#TT127670"} @inproceedings{bb131615, 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#TT127671"} @inproceedings{bb131616, 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#TT127672"} @inproceedings{bb131617, 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#TT127673"} @inproceedings{bb131618, 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#TT127674"} @inproceedings{bb131619, 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#TT127675"} @inproceedings{bb131620, 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#TT127676"} @inproceedings{bb131621, 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#TT127677"} @inproceedings{bb131622, 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#TT127678"} @inproceedings{bb131623, 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#TT127679"} @inproceedings{bb131624, 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#TT127680"} @inproceedings{bb131625, 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#TT127681"} @inproceedings{bb131626, 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#TT127682"} @inproceedings{bb131627, 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#TT127683"} @inproceedings{bb131628, 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#TT127684"} @inproceedings{bb131629, 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#TT127685"} @inproceedings{bb131630, 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#TT127686"} @inproceedings{bb131631, 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#TT127687"} @inproceedings{bb131632, AUTHOR = "Kim, K.I.", TITLE = "Semi-supervised Learning Based on Joint Diffusion of Graph Functions and Laplacians", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "V: 713-729", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127688"} @inproceedings{bb131633, AUTHOR = "Li, A. and Jabri, A. and Joulin, A. and van der Maaten, L.", TITLE = "Learning Visual N-Grams from Web Data", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "4193-4202", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127689"} @inproceedings{bb131634, AUTHOR = "Joulin, A. and van der Maaten, L. and Jabri, A. and Vasilache, N.", TITLE = "Learning Visual Features from Large Weakly Supervised Data", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "VII: 67-84", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127690"} @inproceedings{bb131635, AUTHOR = "Gangeh, M.J. and Bedawi, S.M.A. and Ghodsi, A. and Karray, F.", TITLE = "Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion", BOOKTITLE = ICIAR16, YEAR = "2016", PAGES = "12-19", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127691"} @inproceedings{bb131636, AUTHOR = "Li, C.G. and Lin, Z.C. and Zhang, H.G. and Guo, J.", TITLE = "Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "2767-2775", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127692"} @inproceedings{bb131637, AUTHOR = "Wang, X.B. and Guo, X.J. and Li, S.Z.", TITLE = "Adaptively Unified Semi-Supervised Dictionary Learning with Active Points", BOOKTITLE = ICCV15, YEAR = "2015", PAGES = "1787-1795", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127693"} @inproceedings{bb131638, AUTHOR = "Shi, X. and Zhang, C. and Wei, F.Y. and Zhang, H.Y. and She, Y.Y.", TITLE = "Manifold-Regularized Selectable Factor Extraction for Semi-supervised Image Classification", BOOKTITLE = BMVC15, YEAR = "2015", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127694"} @inproceedings{bb131639, AUTHOR = "Yin, Q.Y. and Wu, S. and Wang, L.", TITLE = "Partially tagged image clustering", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "4012-4016", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127695"} @inproceedings{bb131640, AUTHOR = "Yang, H.X. and Kong, X.W. and Fu, H.Y. and Li, M. and Zhao, G.P.", TITLE = "Semi-supervised learning based on group sparse for relative attributes", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "3931-3935", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127696"} @inproceedings{bb131641, AUTHOR = "Ye, Z.P. and Liu, P. and Tang, X.L. and Zhao, W.", TITLE = "May the torcher light our way: A negative-accelerated active learning framework for image classification", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "1658-1662", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127697"} @inproceedings{bb131642, AUTHOR = "Cardona, H.D.V. and Alvarez, M.A. and Orozco, A.A.", TITLE = "Convolved Multi-output Gaussian Processes for Semi-Supervised Learning", BOOKTITLE = CIAP15, YEAR = "2015", PAGES = "I:109-118", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127698"} @inproceedings{bb131643, AUTHOR = "Gomez Gonzalez, S. and Alvarez, M.A. and Garcia, H.F. and Rios, J.I. and Orozco, A.A.", TITLE = "Discriminative Training for Convolved Multiple-Output Gaussian Processes", BOOKTITLE = CIARP15, YEAR = "2015", PAGES = "595-602", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127699"} @inproceedings{bb131644, AUTHOR = "Peikari, M. and Zubovits, J. and Clarke, G. and Martel, A.L.", TITLE = "Clustering Analysis for Semi-supervised Learning Improves Classification Performance of Digital Pathology", BOOKTITLE = MLMI15, YEAR = "2015", PAGES = "263-270", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127700"} @inproceedings{bb131645, AUTHOR = "Wang, Z.H. and Ji, Q.A.", TITLE = "Classifier learning with hidden information", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "4969-4977", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127701"} @inproceedings{bb131646, AUTHOR = "Kim, K.I. and Tompkin, J. and Pfister, H. and Theobalt, C.", TITLE = "Semi-supervised learning with explicit relationship regularization", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "2188-2196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127702"} @inproceedings{bb131647, AUTHOR = "Wuttke, S. and Middelmann, W. and Stilla, U.", TITLE = "Concept for a Compound Analysis in Active Learning for Remote Sensing", BOOKTITLE = PIA15, YEAR = "2015", PAGES = "273-279", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127703"} @inproceedings{bb131648, AUTHOR = "Pham, H.D. and Kim, K.H. and Choi, S.J.", TITLE = "Semi-supervised Learning on Bi-relational Graph for Image Annotation", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "2465-2470", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127704"} @inproceedings{bb131649, AUTHOR = "Berton, L. and de Andrade Lopes, A.", TITLE = "Graph Construction Based on Labeled Instances for Semi-supervised Learning", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "2477-2482", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127705"} @inproceedings{bb131650, AUTHOR = "Yang, Y. and Newsam, S.", TITLE = "Semi-supervised Learning of Geospatial Objects through Multi-modal Data Integration", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "4062-4067", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127706"} @inproceedings{bb131651, AUTHOR = "Aodha, O.M. and Campbell, N.D.F. and Kautz, J. and Brostow, G.J.", TITLE = "Hierarchical Subquery Evaluation for Active Learning on a Graph", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "564-571", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127707"} @inproceedings{bb131652, AUTHOR = "Lai, H.J. and Pan, Y. and Lu, C.Y. and Tang, Y. and Yan, S.C.", TITLE = "Efficient k-Support Matrix Pursuit", BOOKTITLE = ECCV14, YEAR = "2014", PAGES = "II: 617-631", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127708"} @inproceedings{bb131653, AUTHOR = "Lad, S. and Parikh, D.", TITLE = "Interactively Guiding Semi-Supervised Clustering via Attribute-Based Explanations", BOOKTITLE = ECCV14, YEAR = "2014", PAGES = "VI: 333-349", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127709"} @inproceedings{bb131654, AUTHOR = "Wigness, M. and Draper, B.A. and Beveridge, J.R.", TITLE = "Selectively guiding visual concept discovery", BOOKTITLE = WACV14, YEAR = "2014", PAGES = "247-254", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127710"} @inproceedings{bb131655, AUTHOR = "Xu, J.S. and Wu, Q.A. and Zhang, J. and Shen, F.M. and Tang, Z.M.", TITLE = "Training boosting-like algorithms with semi-supervised subspace learning", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "4302-4306", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127711"} @inproceedings{bb131656, AUTHOR = "Xie, W.X. and Lu, Z.W. and Peng, Y.X. and Xiao, J.G.", TITLE = "Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "4307-4311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127712"} @inproceedings{bb131657, AUTHOR = "Hoai, M. and Zisserman, A.", TITLE = "Discriminative Sub-categorization", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "1666-1673", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127713"} @inproceedings{bb131658, AUTHOR = "Asafi, S. and Cohen Or, D.", TITLE = "Constraints as Features", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "1634-1641", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127714"} @inproceedings{bb131659, AUTHOR = "Turakhia, N. and Parikh, D.", TITLE = "Attribute Dominance: What Pops Out?", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "1225-1232", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127715"} @inproceedings{bb131660, AUTHOR = "Biswas, A. and Parikh, D.", TITLE = "Simultaneous Active Learning of Classifiers: Attributes via Relative Feedback", BOOKTITLE = CVPR13, YEAR = "2013", PAGES = "644-651", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127716"} @inproceedings{bb131661, AUTHOR = "Shi, L. and Khushaba, R. and Kodagoda, S. and Dissanayake, G.", TITLE = "Application of CRF and SVM based semi-supervised learning for semantic labeling of environments", BOOKTITLE = ICARCV12, YEAR = "2012", PAGES = "835-840", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127717"} @inproceedings{bb131662, AUTHOR = "Ebert, S. and Fritz, M. and Schiele, B.", TITLE = "Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets", BOOKTITLE = ACCV12, YEAR = "2012", PAGES = "I:232-245", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127718"} @inproceedings{bb131663, AUTHOR = "Zhang, T.Z. and Cai, R. and Li, Z.W. and Zhang, L. and Lu, H.Q.", TITLE = "Hierarchical Object Representations for Visual Recognition via Weakly Supervised Learning", BOOKTITLE = ACCV12, YEAR = "2012", PAGES = "I:474-485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127719"} @inproceedings{bb131664, AUTHOR = "Cao, C. and Chen, S.F. and Zou, C.Q. and Liu, J.Z.", TITLE = "Locating high-density clusters with noisy queries", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "3537-3540", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127720"} @inproceedings{bb131665, AUTHOR = "Hido, S. and Kashima, H.", TITLE = "Hash-based structural similarity for semi-supervised Learning on attribute graphs", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "3009-3012", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127721"} @inproceedings{bb131666, AUTHOR = "Lopresti, D.P. and Nagy, G.", TITLE = "Optimal data partition for semi-automated labeling", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "286-289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127722"} @inproceedings{bb131667, AUTHOR = "Kobayashi, T. and Otsu, N.", TITLE = "Efficient Similarity Derived from Kernel-Based Transition Probability", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "VI: 371-385", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127723"} @inproceedings{bb131668, AUTHOR = "Siva, P. and Russell, C. and Xiang, T.", TITLE = "In Defence of Negative Mining for Annotating Weakly Labelled Data", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "III: 594-608", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127724"} @inproceedings{bb131669, AUTHOR = "Shrivastava, A. and Singh, S. and Gupta, A.", TITLE = "Constrained Semi-Supervised Learning Using Attributes and Comparative Attributes", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "III: 369-383", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127725"} @inproceedings{bb131670, AUTHOR = "Ahumada, H.C. and Granitto, P.M.", TITLE = "A Simple Hybrid Method for Semi-supervised Learning", BOOKTITLE = CIARP12, YEAR = "2012", PAGES = "138-145", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127726"} @inproceedings{bb131671, AUTHOR = "Duvenaud, D. and Marlin, B. and Murphy, K.", TITLE = "Multiscale Conditional Random Fields for Semi-supervised Labeling and Classification", BOOKTITLE = CRV11, YEAR = "2011", PAGES = "371-378", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127727"} @inproceedings{bb131672, AUTHOR = "Kimura, A. and Kameoka, H. and Sugiyama, M. and Nakano, T. and Maeda, E. and Sakano, H. and Ishiguro, K.", TITLE = "SemiCCA: Efficient Semi-supervised Learning of Canonical Correlations", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "2933-2936", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127728"} @inproceedings{bb131673, AUTHOR = "Han, X.H. and Chen, Y.W. and Ruan, X.", TITLE = "Semi-supervised and Interactive Semantic Concept Learning for Scene Recognition", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "3045-3048", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127729"} @inproceedings{bb131674, AUTHOR = "Chandel, A.S. and Tiwari, A. and Chaudhari, N.S.", TITLE = "Constructive Semi-Supervised Classification Algorithm and Its Implement in Data Mining", BOOKTITLE = PReMI09, YEAR = "2009", PAGES = "62-67", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127730"} @inproceedings{bb131675, AUTHOR = "Gui, J. and Huang, D.S. and You, Z.H.", TITLE = "An improvement on learning with local and global consistency", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127731"} @inproceedings{bb131676, AUTHOR = "Zhang, Z.Y. and Zha, H.Y. and Zhang, M.", TITLE = "Spectral methods for semi-supervised manifold learning", BOOKTITLE = CVPR08, YEAR = "2008", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127732"} @inproceedings{bb131677, AUTHOR = "Gong, Y.C. and Chen, C.L. and Tian, Y.J.", TITLE = "Graph-based semi-supervised learning with redundant views", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127733"} @inproceedings{bb131678, AUTHOR = "Korecki, J.N. and Banfield, R.E. and Hall, L.O. and Bowyer, K.W. and Kegelmeyer, W.P.", TITLE = "Semi-supervised learning on large complex simulations", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127734"} @inproceedings{bb131679, AUTHOR = "Hu, J.Y. and Singh, M. and Mojsilovic, A.", TITLE = "Categorization using semi-supervised clustering", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127735"} @inproceedings{bb131680, AUTHOR = "Cheng, Y.B. and Cai, Y.P. and Sun, Y.J. and Li, J.", TITLE = "Semi-supervised feature selection under logistic I-RELIEF framework", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127736"} @inproceedings{bb131681, AUTHOR = "Xiao, R. and Shi, P.F.", TITLE = "Semi-supervised marginal discriminant analysis based on QR decomposition", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127737"} @inproceedings{bb131682, AUTHOR = "Tahir, M.A. and Smith, J.E. and Caleb Solly, P.", TITLE = "A Novel Feature Selection Based Semi-supervised Method for Image Classification", BOOKTITLE = CVS08, YEAR = "2008", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127738"} @inproceedings{bb131683, AUTHOR = "Batra, D. and Sukthankar, R. and Chen, T.", TITLE = "Semi-Supervised Clustering via Learnt Codeword Distances", BOOKTITLE = BMVC08, YEAR = "2008", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127739"} @inproceedings{bb131684, AUTHOR = "Marin Castro, H. and Sucar, L.E. and Morales, E.", TITLE = "Automatic Image Annotation Using a Semi-supervised Ensemble of Classifiers", BOOKTITLE = CIARP07, YEAR = "2007", PAGES = "487-495", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127740"} @inproceedings{bb131685, AUTHOR = "Didaci, L. and Fumera, G. and Roli, F.", TITLE = "Analysis of Co-training Algorithm with Very Small Training Sets", BOOKTITLE = SSSPR12, YEAR = "2012", PAGES = "719-726", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127741"} @inproceedings{bb131686, AUTHOR = "Didaci, L. and Roli, F.", TITLE = "Using Co-training and Self-training in Semi-supervised Multiple Classifier Systems", BOOKTITLE = SSPR06, YEAR = "2006", PAGES = "522-530", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127742"} @inproceedings{bb131687, AUTHOR = "Duan, R. and Jiang, W. and Man, H.", TITLE = "Semi-Supervised Image Classification in Likelihood Space", BOOKTITLE = ICIP06, YEAR = "2006", PAGES = "957-960", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127743"} @inproceedings{bb131688, AUTHOR = "Duan, R. and Jiang, W. and Man, H.", TITLE = "Robust Adjusted Likelihood Function for Image Analysis", BOOKTITLE = AIPR06, YEAR = "2006", PAGES = "29-29", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127744"} @inproceedings{bb131689, AUTHOR = "Song, Y.Q. and Zhang, C.S. and Lee, J.G.", TITLE = "Graph Based Multi-class Semi-supervised Learning Using Gaussian Process", BOOKTITLE = SSPR06, YEAR = "2006", PAGES = "450-458", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127745"} @inproceedings{bb131690, AUTHOR = "Saint Jean, C. and Frelicot, C.", TITLE = "A robust semi-supervised EM-based clustering algorithm with a reject option", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "III: 399-402", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616semi1.html#TT127746"} @article{bb131691, AUTHOR = "Dopido, I. and Li, J. and Marpu, P.R. and Plaza, A. and Dias, J.M.B. and Benediktsson, J.A.", TITLE = "Semisupervised Self-Learning for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "51", YEAR = "2013", NUMBER = "7", PAGES = "4032-4044", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127747"} @article{bb131692, AUTHOR = "Guo, X. and Huang, X. and Zhang, L. and Zhang, L. and Plaza, A. and Benediktsson, J.A.", TITLE = "Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "6", MONTH = "June", PAGES = "3248-3264", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127748"} @article{bb131693, AUTHOR = "Tan, K. and Li, E. and Du, Q. and Du, P.J.", TITLE = "An efficient semi-supervised classification approach for hyperspectral imagery", JOURNAL = PandRS, VOLUME = "97", YEAR = "2014", NUMBER = "1", PAGES = "36-45", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127749"} @article{bb131694, AUTHOR = "Tan, K. and Hu, J. and Li, J. and Du, P.J.", TITLE = "A novel semi-supervised hyperspectral image classification approach based on spatial neighborhood information and classifier combination", JOURNAL = PandRS, VOLUME = "105", YEAR = "2015", NUMBER = "1", PAGES = "19-29", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127750"} @article{bb131695, AUTHOR = "Tan, K. and Zhu, J.S. and Du, Q. and Wu, L.X. and Du, P.J.", TITLE = "A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "9", PAGES = "749", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127751"} @article{bb131696, 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/pattern616hypsemi2.html#TT127752"} @article{bb131697, AUTHOR = "He, Z. and Liu, L. and Zhou, S.H. and Shen, Y.", TITLE = "Learning Group-Based Sparse and Low-Rank Representation for Hyperspectral Image Classification", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "1041-1056", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127753"} @article{bb131698, AUTHOR = "He, Z. and Li, J. and Liu, L.", TITLE = "Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "8", PAGES = "636", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127754"} @article{bb131699, AUTHOR = "Lu, Z.W. and Wang, L.W.", TITLE = "Noise-robust semi-supervised learning via fast sparse coding", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "2", PAGES = "605-612", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern616hypsemi2.html#TT127755"}