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        TITLE = "VaB-AL: Incorporating Class Imbalance and Difficulty with Variational
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        YEAR = "2021",
        PAGES = "3783-3792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT121176"}

@inproceedings{bb125102,
        AUTHOR = "Sharma, S. and Yu, N. and Fritz, M. and Schiele, B.",
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        YEAR = "2020",
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@inproceedings{bb125103,
        AUTHOR = "Duarte, K. and Rawat, Y. and Shah, M.",
        TITLE = "PLM: Partial Label Masking for Imbalanced Multi-label Classification",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2733-2742",
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@inproceedings{bb125104,
        AUTHOR = "He, C. and Wang, R.P. and Chen, X.L.",
        TITLE = "A Tale of Two CILs: The Connections between Class Incremental
Learning and Class Imbalanced Learning, and Beyond",
        BOOKTITLE = CLVision21,
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        PAGES = "3554-3564",
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@inproceedings{bb125105,
        AUTHOR = "Patashnik, O. and Danon, D. and Zhang, H. and Cohen Or, D.",
        TITLE = "BalaGAN: Cross-Modal Image Translation Between Imbalanced Domains",
        BOOKTITLE = LLID21,
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@inproceedings{bb125106,
        AUTHOR = "Yu, W.P. and Yang, T. and Chen, C.",
        TITLE = "Towards Resolving the Challenge of Long-tail Distribution in UAV
Images for Object Detection",
        BOOKTITLE = WACV21,
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@inproceedings{bb125107,
        AUTHOR = "Kim, B. and Hong, H.G. and Kim, J.",
        TITLE = "De-biasing Neural Networks with Estimated Offset for Class Imbalanced
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        BOOKTITLE = WACV21,
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        PAGES = "1478-1486",
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@inproceedings{bb125108,
        AUTHOR = "Tripathi, A. and Chakraborty, R. and Kopparapu, S.I.K.",
        TITLE = "A Novel Adaptive Minority Oversampling Technique for Improved
Classification in Data Imbalanced Scenarios",
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        YEAR = "2021",
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@inproceedings{bb125109,
        AUTHOR = "Kocaman, V. and Shir, O.M. and Back, T.",
        TITLE = "The Unreasonable Effectiveness of the Final Batch Normalization Layer",
        BOOKTITLE = ISVC21,
        YEAR = "2021",
        PAGES = "II:81-93",
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@inproceedings{bb125110,
        AUTHOR = "Kocaman, V. and Shir, O.M. and Back, T.",
        TITLE = "Improving Model Accuracy for Imbalanced Image Classification Tasks by
Adding a Final Batch Normalization Layer: An Empirical Study",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10404-10411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT121185"}

@inproceedings{bb125111,
        AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
        TITLE = "Minority Class Oriented Active Learning for Imbalanced Datasets",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9920-9927",
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@inproceedings{bb125112,
        AUTHOR = "Beltran, L.V.B. and Coustaty, M. and Journet, N. and Caicedo, J.C. and Doucet, A.",
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@inproceedings{bb125113,
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@inproceedings{bb125114,
        AUTHOR = "Li, Y.G. and Zhou, Y.F. and Wang, Y.T. and Qin, X.R. and Tang, Z.",
        TITLE = "Dual Loss for Manga Character Recognition with Imbalanced Training
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        BOOKTITLE = ICPR21,
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        PAGES = "2166-2171",
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@inproceedings{bb125115,
        AUTHOR = "Zhu, H. and Yuan, Y. and Hu, G.S. and Wu, X. and Robertson, N.",
        TITLE = "Imbalance Robust Softmax for Deep Embeeding Learning",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "V:274-291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT121190"}

@inproceedings{bb125116,
        AUTHOR = "Huang, H. and Saito, S. and Kikuchi, Y. and Matsumoto, E. and Tang, W. and Yu, P.S.",
        TITLE = "Addressing Class Imbalance in Scene Graph Parsing by Learning to
Contrast and Score",
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        YEAR = "2020",
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@inproceedings{bb125117,
        AUTHOR = "Dutta, T. and Singh, A. and Biswas, S.",
        TITLE = "Adaptive Margin Diversity Regularizer for Handling Data Imbalance in
Zero-Shot SBIR",
        BOOKTITLE = ECCV20,
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@inproceedings{bb125118,
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@inproceedings{bb125119,
        AUTHOR = "Zhou, B. and Cui, Q. and Wei, X. and Chen, Z.",
        TITLE = "BBN: Bilateral-Branch Network With Cumulative Learning for
Long-Tailed Visual Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "9716-9725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT121194"}

@inproceedings{bb125120,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
        TITLE = "Inflated Episodic Memory With Region Self-Attention for Long-Tailed
Visual Recognition",
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        YEAR = "2020",
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@inproceedings{bb125121,
        AUTHOR = "Peng, J. and Bu, X. and Sun, M. and Zhang, Z. and Tan, T. and Yan, J.",
        TITLE = "Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels",
        BOOKTITLE = CVPR20,
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@inproceedings{bb125122,
        AUTHOR = "Li, Y. and Wang, T. and Kang, B. and Tang, S. and Wang, C. and Li, J. and Feng, J.",
        TITLE = "Overcoming Classifier Imbalance for Long-Tail Object Detection With
Balanced Group Softmax",
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        YEAR = "2020",
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@inproceedings{bb125123,
        AUTHOR = "Kim, J. and Jeong, J. and Shin, J.",
        TITLE = "M2m: Imbalanced Classification via Major-to-Minor Translation",
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        YEAR = "2020",
        PAGES = "13893-13902",
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@inproceedings{bb125124,
        AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
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@inproceedings{bb125125,
        AUTHOR = "Wang, T. and Zhao, J. and Yatskar, M. and Chang, K. and Ordonez, V.",
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Bias in Deep Image Representations",
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@inproceedings{bb125126,
        AUTHOR = "Wang, Y. and Gan, W. and Yang, J. and Wu, W. and Yan, J.",
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@inproceedings{bb125127,
        AUTHOR = "Hayat, M. and Khan, S. and Zamir, S.W. and Shen, J. and Shao, L.",
        TITLE = "Gaussian Affinity for Max-Margin Class Imbalanced Learning",
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@inproceedings{bb125128,
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@inproceedings{bb125129,
        AUTHOR = "Kim, B. and Kim, H.W. and Kim, K. and Kim, S. and Kim, J.",
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@inproceedings{bb125130,
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@inproceedings{bb125131,
        AUTHOR = "Langenkamper, D. and van Kevelaer, R. and Nattkemper, T.W.",
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@inproceedings{bb125132,
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@inproceedings{bb125133,
        AUTHOR = "Sarafianos, N. and Xu, X. and Kakadiaris, I.A.",
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@inproceedings{bb125134,
        AUTHOR = "Nguyen, T.T.T. and Liew, A.W.C. and Nguyen, T.T. and Wang, S.",
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@inproceedings{bb125135,
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@inproceedings{bb125136,
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@inproceedings{bb125138,
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@inproceedings{bb125140,
        AUTHOR = "Rong, T. and Tian, X. and Ng, W.W.Y.",
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        AUTHOR = "Mera, C. and Orozco Alzate, M. and Branch, J.",
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@inproceedings{bb125144,
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@inproceedings{bb125145,
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@inproceedings{bb125146,
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@inproceedings{bb125147,
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@inproceedings{bb125155,
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@inproceedings{bb125160,
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@inproceedings{bb125162,
        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,
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@inproceedings{bb125163,
        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{bb125164,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Multi-class Pattern Classification in Imbalanced Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
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@inproceedings{bb125165,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Learning in imbalanced relational data",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT121240"}

@inproceedings{bb125166,
        AUTHOR = "Yin, D.W. and An, C. and Baird, H.S.",
        TITLE = "Imbalance and Concentration in k-NN Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
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@inproceedings{bb125167,
        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{bb125168,
        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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@inproceedings{bb125169,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT121244"}

@inproceedings{bb125170,
        AUTHOR = "Cantador, I. and Dorronsoro, J.R.",
        TITLE = "Parallel Perceptrons, Activation Margins and Imbalanced Training Set
Pruning",
        BOOKTITLE = IbPRIA05,
        YEAR = "2005",
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@article{bb125171,
        AUTHOR = "Yang, C.Y. and Zhou, J.",
        TITLE = "Non-stationary data sequence classification using online class priors
estimation",
        JOURNAL = PR,
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        YEAR = "2008",
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@article{bb125172,
        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",
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        PAGES = "3151-3161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121247"}

@article{bb125173,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121248"}

@article{bb125174,
        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,
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        YEAR = "2011",
        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121249"}

@article{bb125175,
        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,
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        YEAR = "2011",
        NUMBER = "13",
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        PAGES = "1594-1603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121250"}

@article{bb125176,
        AUTHOR = "Goncalves, P.M. and Maior de Barros, R.S.",
        TITLE = "RCD: A recurring concept drift framework",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121251"}

@article{bb125177,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121252"}

@inproceedings{bb125178,
        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#TT121253"}

@article{bb125179,
        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",
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        PAGES = "1279-1285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121254"}

@article{bb125180,
        AUTHOR = "Varga, R. and Nedevschi, S.",
        TITLE = "Label Transfer by Measuring Compactness",
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        YEAR = "2013",
        NUMBER = "12",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121255"}

@article{bb125181,
        AUTHOR = "Li, Q. and Chen, X.W. and Song, Y.F. and Zhang, Y. and Jin, X. and Zhao, Q.P.",
        TITLE = "Geodesic Propagation for Semantic Labeling",
        JOURNAL = IP,
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        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4812-4825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121256"}

@inproceedings{bb125182,
        AUTHOR = "Chen, X.W. and Li, Q. and Song, Y.F. 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#TT121257"}

@inproceedings{bb125183,
        AUTHOR = "Khamis, S. and Lampert, C.H.",
        TITLE = "CoConut: Co-Classification with Output Space Regularization",
        BOOKTITLE = BMVC14,
        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121258"}

@article{bb125184,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121259"}

@article{bb125185,
        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#TT121260"}

@article{bb125186,
        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#TT121261"}

@article{bb125187,
        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#TT121262"}

@article{bb125188,
        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#TT121263"}

@article{bb125189,
        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#TT121264"}

@article{bb125190,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121265"}

@inproceedings{bb125191,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
        TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data",
        BOOKTITLE = Biometrics16,
        YEAR = "2016",
        PAGES = "243-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121266"}

@article{bb125192,
        AUTHOR = "An, T.H. and Hong, K.S.",
        TITLE = "Label transfer via sparse representation",
        JOURNAL = PRL,
        VOLUME = "70",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121267"}

@article{bb125193,
        AUTHOR = "Zhang, L. and Zuo, W.M. and Zhang, D.",
        TITLE = "LSDT: Latent Sparse Domain Transfer Learning for Visual Adaptation",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1177-1191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121268"}

@article{bb125194,
        AUTHOR = "Zhou, S. and Smirnov, E. and Schoenmakers, G. and Driessens, K. and Peeters, R.",
        TITLE = "Testing exchangeability for transfer decision",
        JOURNAL = PRL,
        VOLUME = "88",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "64-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121269"}

@article{bb125195,
        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,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1360-1373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121270"}

@article{bb125196,
        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#TT121271"}

@article{bb125197,
        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,
        VOLUME = "75",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "214-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121272"}

@article{bb125198,
        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",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "87-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121273"}

@article{bb125199,
        AUTHOR = "Kumar, S. and Dhiman, V. and Koch, P.A. and Corso, J.J.",
        TITLE = "Learning Compositional Sparse Bimodal Models",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1032-1044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT121274"}