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        AUTHOR = "Liang, P. and Yuan, X. and Li, W. and Hu, J.",
        TITLE = "A Segmented Local Offset Method for Imbalanced Data Classification
Using Quasi-Linear Support Vector Machine",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "746-751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104111"}

@inproceedings{bb107801,
        AUTHOR = "Sarafianos, N. and Xu, X. and Kakadiaris, I.A.",
        TITLE = "Deep Imbalanced Attribute Classification Using Visual Attention
Aggregation",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XI: 708-725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104112"}

@inproceedings{bb107802,
        AUTHOR = "Nguyen, T.T.T. and Liew, A.W.C. and Nguyen, T.T. and Wang, S.",
        TITLE = "A Novel Bayesian Framework for Online Imbalanced Learning",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104113"}

@inproceedings{bb107803,
        AUTHOR = "Sze To, A. and Wong, A.K.C.",
        TITLE = "A Weight-Selection Strategy on Training Deep Neural Networks for
Imbalanced Classification",
        BOOKTITLE = ICIAR17,
        YEAR = "2017",
        PAGES = "3-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104114"}

@inproceedings{bb107804,
        AUTHOR = "Cruz, R. and Fernandes, K. and Pinto Costa, J.F. and Ortiz, M.P. and Cardoso, J.S.",
        TITLE = "Ordinal Class Imbalance with Ranking",
        BOOKTITLE = IbPRIA17,
        YEAR = "2017",
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@inproceedings{bb107805,
        AUTHOR = "Soleymani, R. and Granger, E. and Fumera, G.",
        TITLE = "Loss factors for learning Boosting ensembles from imbalanced data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
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@inproceedings{bb107806,
        AUTHOR = "Guan, H.J. and Zhang, Y.T. and Xian, M. and Cheng, H.D. and Tang, X.L.",
        TITLE = "WENN for individualized cleaning in imbalanced data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
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@inproceedings{bb107807,
        AUTHOR = "Tax, D.M.J. and Wang, F.",
        TITLE = "Class-dependent, non-convex losses to optimize precision",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
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@inproceedings{bb107808,
        AUTHOR = "Huang, C. and Li, Y. and Loy, C.C. and Tang, X.",
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        YEAR = "2016",
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@inproceedings{bb107809,
        AUTHOR = "Rong, T. and Tian, X. and Ng, W.W.Y.",
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@inproceedings{bb107811,
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@inproceedings{bb107812,
        AUTHOR = "Mera, C. and Orozco Alzate, M. and Branch, J.",
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@inproceedings{bb107813,
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@inproceedings{bb107814,
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@inproceedings{bb107815,
        AUTHOR = "Kockentiedt, S. and Tonnies, K. and Gierke, E.",
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Performance for Imbalanced Data",
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@inproceedings{bb107816,
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@inproceedings{bb107817,
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A Case Study with the SMOTE Algorithm",
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@inproceedings{bb107819,
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@inproceedings{bb107821,
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@inproceedings{bb107822,
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@inproceedings{bb107823,
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        TITLE = "Weighted conditional mutual information based boosting for
classification of imbalanced datasets",
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        YEAR = "2012",
        PAGES = "2711-2714",
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@inproceedings{bb107824,
        AUTHOR = "d'Ambrosio, R. and Iannello, G. and Soda, P.",
        TITLE = "A One-per-Class reconstruction rule for class imbalance learning",
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        YEAR = "2012",
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@inproceedings{bb107825,
        AUTHOR = "d'Ambrosio, R. and Soda, P.",
        TITLE = "Polichotomies on Imbalanced Domains by One-per-Class Compensated
Reconstruction Rule",
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        YEAR = "2012",
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@inproceedings{bb107826,
        AUTHOR = "Millan Giraldo, M. and Garcia, V. and Sanchez, J.S.",
        TITLE = "One-Sided Prototype Selection on Class Imbalanced Dissimilarity
Matrices",
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        YEAR = "2012",
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@inproceedings{bb107827,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
        TITLE = "Classification of High Dimensional and Imbalanced Hyperspectral Imagery
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@inproceedings{bb107828,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Theoretical Analysis of a Performance Measure for Imbalanced Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
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@inproceedings{bb107829,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Index of Balanced Accuracy: A Performance Measure for Skewed Class
Distributions",
        BOOKTITLE = IbPRIA09,
        YEAR = "2009",
        PAGES = "441-448",
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@inproceedings{bb107830,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "A New Performance Evaluation Method for Two-Class Imbalanced Problems",
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        YEAR = "2008",
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@inproceedings{bb107831,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
        TITLE = "An Empirical Study of the Behavior of Classifiers on Imbalanced and
Overlapped Data Sets",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "397-406",
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@inproceedings{bb107832,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S. and Alejo, R. and Martinez Sotoca, J.",
        TITLE = "When Overlapping Unexpectedly Alters the Class Imbalance Effects",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "II: 499-506",
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@inproceedings{bb107833,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Multi-class Pattern Classification in Imbalanced Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2881-2884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104144"}

@inproceedings{bb107834,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Learning in imbalanced relational data",
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        YEAR = "2008",
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@inproceedings{bb107835,
        AUTHOR = "Yin, D. and An, C. and Baird, H.S.",
        TITLE = "Imbalance and Concentration in k-NN Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2170-2173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104146"}

@inproceedings{bb107836,
        AUTHOR = "Merler, M. and Yan, R. and Smith, J.R.",
        TITLE = "Imbalanced RankBoost for efficiently ranking large-scale image/video
collections",
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        YEAR = "2009",
        PAGES = "2607-2614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104147"}

@inproceedings{bb107837,
        AUTHOR = "Nguyen, G.H. and Bouzerdoum, A. and Phung, S.L.",
        TITLE = "A supervised learning approach for imbalanced data sets",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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@inproceedings{bb107838,
        AUTHOR = "Molinara, M. and Ricamato, M.T. and Tortorella, F.",
        TITLE = "Facing Imbalanced Classes through Aggregation of Classifiers",
        BOOKTITLE = CIAP07,
        YEAR = "2007",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT104149"}

@inproceedings{bb107839,
        AUTHOR = "Cheng, H.T. and Chen, C.S.",
        TITLE = "A Complementary Ordering Method for Class Imbalanced Problem",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 429-432",
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@inproceedings{bb107840,
        AUTHOR = "Cantador, I. and Dorronsoro, J.R.",
        TITLE = "Parallel Perceptrons, Activation Margins and Imbalanced Training Set
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        BOOKTITLE = IbPRIA05,
        YEAR = "2005",
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@article{bb107841,
        AUTHOR = "Yang, C.Y. and Zhou, J.",
        TITLE = "Non-stationary data sequence classification using online class priors
estimation",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "8",
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        PAGES = "2656-2664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104152"}

@article{bb107842,
        AUTHOR = "Zhang, Z.H. and Zhou, J.",
        TITLE = "Transfer estimation of evolving class priors in data stream
classification",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3151-3161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104153"}

@article{bb107843,
        AUTHOR = "Gao, X.B. and Wang, X.M. and Li, X.L. and Tao, D.C.",
        TITLE = "Transfer latent variable model based on divergence analysis",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2358-2366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104154"}

@article{bb107844,
        AUTHOR = "Pang, J. and Huang, Q. and Yan, S. and Jiang, S. and Qin, L.",
        TITLE = "Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1388-1400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104155"}

@article{bb107845,
        AUTHOR = "di Carlo, S. and Falasconi, M. and Sanchez, E. and Scionti, A. and Squillero, G. and Tonda, A.",
        TITLE = "Increasing pattern recognition accuracy for chemical sensing by
evolutionary based drift compensation",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1594-1603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104156"}

@article{bb107846,
        AUTHOR = "Goncalves, P.M. and Maior de Barros, R.S.",
        TITLE = "RCD: A recurring concept drift framework",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1018-1025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104157"}

@article{bb107847,
        AUTHOR = "Salakhutdinov, R. and Tenenbaum, J.B. and Torralba, A.B.",
        TITLE = "Learning with Hierarchical-Deep Models",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "8",
        PAGES = "1958-1971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104158"}

@inproceedings{bb107848,
        AUTHOR = "Salakhutdinov, R. and Torralba, A.B. and Tenenbaum, J.B.",
        TITLE = "Learning to share visual appearance for multiclass object detection",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1481-1488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104159"}

@article{bb107849,
        AUTHOR = "Lin, D. and An, X. and Zhang, J.",
        TITLE = "Double-bootstrapping source data selection for instance-based transfer
learning",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1279-1285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104160"}

@article{bb107850,
        AUTHOR = "Varga, R. and Nedevschi, S.",
        TITLE = "Label Transfer by Measuring Compactness",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "4711-4723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104161"}

@article{bb107851,
        AUTHOR = "Li, Q. and Chen, X. and Song, Y. and Zhang, Y. and Jin, X. and Zhao, Q.P.",
        TITLE = "Geodesic Propagation for Semantic Labeling",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4812-4825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104162"}

@inproceedings{bb107852,
        AUTHOR = "Chen, X. and Li, Q. and Song, Y. and Jin, X. and Zhao, Q.P.",
        TITLE = "Supervised Geodesic Propagation for Semantic Label Transfer",
        BOOKTITLE = ECCV12,
        YEAR = "2012",
        PAGES = "III: 553-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104163"}

@inproceedings{bb107853,
        AUTHOR = "Khamis, S. and Lampert, C.H.",
        TITLE = "CoConut: Co-Classification with Output Space Regularization",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104164"}

@article{bb107854,
        AUTHOR = "Fang, M. and Guo, Y. and Zhang, X.S. and Li, X.",
        TITLE = "Multi-source transfer learning based on label shared subspace",
        JOURNAL = PRL,
        VOLUME = "51",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "101-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104165"}

@article{bb107855,
        AUTHOR = "Sun, C. and Bao, B.K. and Xu, C.S.",
        TITLE = "Knowing Verb From Object:
Retagging With Transfer Learning on Verb-Object Concept Images",
        JOURNAL = MultMed,
        VOLUME = "17",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1747-1759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104166"}

@article{bb107856,
        AUTHOR = "Xu, Y. and Fang, X. and Wu, J. and Li, X. and Zhang, D.",
        TITLE = "Discriminative Transfer Subspace Learning via Low-Rank and Sparse
Representation",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "850-863",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104167"}

@article{bb107857,
        AUTHOR = "Deng, C. and Tang, X. and Yan, J. and Liu, W. and Gao, X.",
        TITLE = "Discriminative Dictionary Learning With Common Label Alignment for
Cross-Modal Retrieval",
        JOURNAL = MultMed,
        VOLUME = "18",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "208-218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104168"}

@article{bb107858,
        AUTHOR = "Mudunuri, S.P. and Biswas, S.",
        TITLE = "A coupled discriminative dictionary and transformation learning
approach with applications to cross domain matching",
        JOURNAL = PRL,
        VOLUME = "71",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "38-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104169"}

@article{bb107859,
        AUTHOR = "Mandal, D. and Biswas, S.",
        TITLE = "Generalized Coupled Dictionary Learning Approach With Applications to
Cross-Modal Matching",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3826-3837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104170"}

@article{bb107860,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
        TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching in
Canonical Space",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3995-4004",
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@inproceedings{bb107861,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
        TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data",
        BOOKTITLE = Biometrics16,
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@article{bb107862,
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@article{bb107863,
        AUTHOR = "Zhang, L. and Zuo, W.M. and Zhang, D.",
        TITLE = "LSDT: Latent Sparse Domain Transfer Learning for Visual Adaptation",
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@article{bb107864,
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@article{bb107865,
        AUTHOR = "Shoeleh, F. and Asadpour, M.",
        TITLE = "Graph based skill acquisition and transfer Learning for continuous
reinforcement learning domains",
        JOURNAL = PRL,
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@article{bb107866,
        AUTHOR = "Wang, J. and Luo, C. and Huang, H.Q. and Zhao, H.Z. and Wang, S.Q.",
        TITLE = "Transferring Pre-Trained Deep CNNs for Remote Scene Classification
with General Features Learned from Linear PCA Network",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104177"}

@article{bb107867,
        AUTHOR = "Qi, G.J. and Liu, W. and Aggarwal, C. and Huang, T.",
        TITLE = "Joint Intermodal and Intramodal Label Transfers for Extremely Rare or
Unseen Classes",
        JOURNAL = PAMI,
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        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104178"}

@article{bb107868,
        AUTHOR = "Wang, J. and Wang, G.Q. and Li, L.",
        TITLE = "Image Pattern Similarity Index and Its Application to Task-Specific
Transfer Learning",
        JOURNAL = IEICE,
        VOLUME = "E100-D",
        YEAR = "2017",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3032-3035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104179"}

@article{bb107869,
        AUTHOR = "Gao, N.N. and Huang, S.J. and Yan, Y.F. and Chen, S.C.",
        TITLE = "Cross modal similarity learning with active queries",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104180"}

@article{bb107870,
        AUTHOR = "Zhang, B.C. and Perina, A. and Li, C. and Ye, Q.X. and Murino, V. and del Bue, A.",
        TITLE = "Manifold constraint transfer for visual structure-driven optimization",
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@article{bb107871,
        AUTHOR = "Kumar, S. and Dhiman, V. and Koch, P.A. and Corso, J.J.",
        TITLE = "Learning Compositional Sparse Bimodal Models",
        JOURNAL = PAMI,
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        MONTH = "May",
        PAGES = "1032-1044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104182"}

@article{bb107872,
        AUTHOR = "Zheng, F. and Tang, Y. and Shao, L.",
        TITLE = "Hetero-Manifold Regularisation for Cross-Modal Hashing",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1059-1071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104183"}

@inproceedings{bb107873,
        AUTHOR = "Zhu, F. and Shao, L. and Tang, J.",
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@article{bb107874,
        AUTHOR = "Chang, H. and Han, J. and Zhong, C. and Snijders, A.M. and Mao, J.H.",
        TITLE = "Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse
Coding for Biomedical Applications",
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "1182-1194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104185"}

@article{bb107875,
        AUTHOR = "Peng, P.X. and Tian, Y.H. and Xiang, T. and Wang, Y.W. and Pontil, M. and Huang, T.J.",
        TITLE = "Joint Semantic and Latent Attribute Modelling for Cross-Class
Transfer Learning",
        JOURNAL = PAMI,
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        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1625-1638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104186"}

@article{bb107876,
        AUTHOR = "Guo, X. and Wang, S. and Tie, Y. and Qi, L. and Guan, L.",
        TITLE = "Joint intermodal and intramodal correlation preservation for
semi-paired learning",
        JOURNAL = PR,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104187"}

@article{bb107877,
        AUTHOR = "Shi, Q. and Liu, X. and Huang, X.",
        TITLE = "An Active Relearning Framework for Remote Sensing Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3468-3486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104188"}

@article{bb107878,
        AUTHOR = "Han, W. and Feng, R. and Wang, L.Z. and Cheng, Y.F.",
        TITLE = "A semi-supervised generative framework with deep learning features
for high-resolution remote sensing image scene classification",
        JOURNAL = PandRS,
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104189"}

@article{bb107879,
        AUTHOR = "Ding, Z. and Fu, Y.",
        TITLE = "Dual Low-Rank Decompositions for Robust Cross-View Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "194-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104190"}

@article{bb107880,
        AUTHOR = "Ma, Z.C. and Chen, S.C. and Ma, D.",
        TITLE = "Heterogeneous multi-output classification by structured conditional
risk minimization",
        JOURNAL = PRL,
        VOLUME = "116",
        YEAR = "2018",
        PAGES = "50-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104191"}

@article{bb107881,
        AUTHOR = "Duan, L.J. and En, Q. and Qiao, Y.H. and Cui, S. and Qing, L.Y.",
        TITLE = "Deep feature representation based on privileged knowledge transfer",
        JOURNAL = PRL,
        VOLUME = "119",
        YEAR = "2019",
        PAGES = "62-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104192"}

@article{bb107882,
        AUTHOR = "Shi, Q. and Zhang, Y. and Liu, X.P. and Zhao, K.",
        TITLE = "Regularised transfer learning for hyperspectral image classification",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "188-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104193"}

@article{bb107883,
        AUTHOR = "Tang, X.Y. and Du, B. and Huang, J.Z. and Wang, Z. and Zhang, L.F.",
        TITLE = "On combining active and transfer learning for medical data
classification",
        JOURNAL = IET-CV,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "194-205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104194"}

@article{bb107884,
        AUTHOR = "Luo, Y. and Wen, Y.G. and Liu, T.L. and Tao, D.C.",
        TITLE = "Transferring Knowledge Fragments for Learning Distance Metric from a
Heterogeneous Domain",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1013-1026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104195"}

@article{bb107885,
        AUTHOR = "Deng, C. and Xue, Y.M. and Liu, X.L. and Li, C. and Tao, D.C.",
        TITLE = "Active Transfer Learning Network: A Unified Deep Joint
Spectral-Spatial Feature Learning Model for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1741-1754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104196"}

@article{bb107886,
        AUTHOR = "Ji, R.R. and Gao, Y. and Hong, R.C. and Liu, Q. and Tao, D.C. and Li, X.L.",
        TITLE = "Spectral-Spatial Constraint Hyperspectral Image Classification",
        JOURNAL = GeoRS,
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        YEAR = "2014",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1811-1824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104197"}

@article{bb107887,
        AUTHOR = "Luo, F. and Du, B. and Zhang, L.P. and Zhang, L.F. and Tao, D.C.",
        TITLE = "Feature Learning Using Spatial-Spectral Hypergraph Discriminant
Analysis for Hyperspectral Image",
        JOURNAL = Cyber,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2406-2419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104198"}

@article{bb107888,
        AUTHOR = "Basavaraju, S. and Gaj, S. and Sur, A.",
        TITLE = "Object Memorability Prediction using Deep Learning:
Location and Size Bias",
        JOURNAL = JVCIR,
        VOLUME = "59",
        YEAR = "2019",
        PAGES = "117-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104199"}

@article{bb107889,
        AUTHOR = "Ye, R. and Dai, Q. and Li, M.",
        TITLE = "A hybrid transfer learning algorithm incorporating TrSVM with GASEN",
        JOURNAL = PR,
        VOLUME = "92",
        YEAR = "2019",
        PAGES = "192-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104200"}

@article{bb107890,
        AUTHOR = "Wang, C. and Tuo, H.Y. and Wang, J.X. and Qiao, L.F.",
        TITLE = "Discriminative transfer learning via local and global structure
preservation",
        JOURNAL = SIViP,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "June",
        PAGES = "753-760",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104201"}

@article{bb107891,
        AUTHOR = "Zhang, J. and Li, W.Q. and Ogunbona, P. and Xu, D.",
        TITLE = "Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition:
A Problem-Oriented Perspective",
        JOURNAL = Surveys,
        VOLUME = "51",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "Article No 7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104202"}

@article{bb107892,
        AUTHOR = "Xue, S. and Lu, J. and Zhang, G.Q.",
        TITLE = "Cross-domain network representations",
        JOURNAL = PR,
        VOLUME = "94",
        YEAR = "2019",
        PAGES = "135-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104203"}

@article{bb107893,
        AUTHOR = "Yu, X. and Jiang, F. and Du, J.W. and Gong, D.W.",
        TITLE = "A cross-domain collaborative filtering algorithm with expanding user
and item features via the latent factor space of auxiliary domains",
        JOURNAL = PR,
        VOLUME = "94",
        YEAR = "2019",
        PAGES = "96-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104204"}

@article{bb107894,
        AUTHOR = "Rostami, M. and Kolouri, S. and Eaton, E. and Kim, K.",
        TITLE = "Deep Transfer Learning for Few-Shot SAR Image Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104205"}

@article{bb107895,
        AUTHOR = "Hong, D. and Yokoya, N. and Chanussot, J. and Zhu, X.X.",
        TITLE = "CoSpace: Common Subspace Learning From Hyperspectral-Multispectral
Correspondences",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4349-4359",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104206"}

@article{bb107896,
        AUTHOR = "Chen, W. and Hsu, T.H. and Tsai, Y.H. and Chen, M. and Wang, Y.F.",
        TITLE = "Transfer Neural Trees: Semi-Supervised Heterogeneous Domain
Adaptation and Beyond",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "4620-4633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104207"}

@article{bb107897,
        AUTHOR = "Tan, M. and Yu, J. and Zhang, H.Y. and Rui, Y. and Tao, D.C.",
        TITLE = "Image Recognition by Predicted User Click Feature With Multidomain
Multitask Transfer Deep Network",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "6047-6062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104208"}

@article{bb107898,
        AUTHOR = "Yan, C. and Li, L. and Zhang, C. and Liu, B. and Zhang, Y. and Dai, Q.",
        TITLE = "Cross-Modality Bridging and Knowledge Transferring for Image
Understanding",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2675-2685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT104209"}

@article{bb107899,
        AUTHOR = "Li, X.H. and Grandvalet, Y. and Davoine, F.",
        TITLE = "A baseline regularization scheme for transfer learning with
convolutional neural networks",
        JOURNAL = PR,
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Last update:Sep 19, 2021 at 21:11:01