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        AUTHOR = "Zhu, H. and Yuan, Y. and Hu, G. 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#TT103153"}

@inproceedings{bb106801,
        AUTHOR = "Sinha, S. and Ohashi, H. and Nakamura, K.",
        TITLE = "Class-wise Difficulty-balanced Loss for Solving Class-imbalance",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:549-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103154"}

@inproceedings{bb106802,
        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",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:461-477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103155"}

@inproceedings{bb106803,
        AUTHOR = "Dutta, T. and Singh, A. and Biswas, S.",
        TITLE = "Adaptive Margin Diversity Regularizer for Handling Data Imbalance in
Zero-Shot SBIR",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "V:349-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103156"}

@inproceedings{bb106804,
        AUTHOR = "Hu, X.T. and Jiang, Y. and Tang, K.H. and Chen, J.Y. and Miao, C.Y. and Zhang, H.W.",
        TITLE = "Learning to Segment the Tail",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14042-14051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103157"}

@inproceedings{bb106805,
        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#TT103158"}

@inproceedings{bb106806,
        AUTHOR = "Zhu, L.C. and Yang, Y.",
        TITLE = "Inflated Episodic Memory With Region Self-Attention for Long-Tailed
Visual Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "4343-4352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103159"}

@inproceedings{bb106807,
        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,
        YEAR = "2020",
        PAGES = "9706-9715",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103160"}

@inproceedings{bb106808,
        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",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "10988-10997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103161"}

@inproceedings{bb106809,
        AUTHOR = "Kim, J. and Jeong, J. and Shin, J.",
        TITLE = "M2m: Imbalanced Classification via Major-to-Minor Translation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13893-13902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103162"}

@inproceedings{bb106810,
        AUTHOR = "Wang, X. and Lyu, Y. and Jing, L.",
        TITLE = "Deep Generative Model for Robust Imbalance Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14112-14121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103163"}

@inproceedings{bb106811,
        AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
        TITLE = "Active Learning for Imbalanced Datasets",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1417-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103164"}

@inproceedings{bb106812,
        AUTHOR = "Wang, T. and Zhao, J. and Yatskar, M. and Chang, K. and Ordonez, V.",
        TITLE = "Balanced Datasets Are Not Enough: Estimating and Mitigating Gender
Bias in Deep Image Representations",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5309-5318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103165"}

@inproceedings{bb106813,
        AUTHOR = "Wang, Y. and Gan, W. and Yang, J. and Wu, W. and Yan, J.",
        TITLE = "Dynamic Curriculum Learning for Imbalanced Data Classification",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5016-5025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103166"}

@inproceedings{bb106814,
        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",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6468-6478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103167"}

@inproceedings{bb106815,
        AUTHOR = "Khan, S. and Hayat, M. and Zamir, S.W. and Shen, J.B. and Shao, L.",
        TITLE = "Striking the Right Balance With Uncertainty",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "103-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103168"}

@inproceedings{bb106816,
        AUTHOR = "Kim, B. and Kim, H.W. and Kim, K. and Kim, S. and Kim, J.",
        TITLE = "Learning Not to Learn: Training Deep Neural Networks With Biased Data",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9004-9012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103169"}

@inproceedings{bb106817,
        AUTHOR = "Anantrasirichai, N. and Bull, D.",
        TITLE = "Defectnet: Multi-Class Fault Detection on Highly-Imbalanced Datasets",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2481-2485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103170"}

@inproceedings{bb106818,
        AUTHOR = "Langenkamper, D. and van Kevelaer, R. and Nattkemper, T.W.",
        TITLE = "Strategies for Tackling the Class Imbalance Problem in Marine Image
Classification",
        BOOKTITLE = CVAUI18,
        YEAR = "2018",
        PAGES = "26-36",
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@inproceedings{bb106819,
        AUTHOR = "Liu, J. and Du, A. and Wang, C. and Zheng, H. and Wang, N. and Zheng, B.",
        TITLE = "Teaching Squeeze-and-Excitation PyramidNet for Imbalanced Image
Classification with GAN-based Curriculum Learning",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2444-2449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103172"}

@inproceedings{bb106820,
        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#TT103173"}

@inproceedings{bb106821,
        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#TT103174"}

@inproceedings{bb106822,
        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",
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@inproceedings{bb106823,
        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",
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@inproceedings{bb106824,
        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",
        PAGES = "3-12",
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@inproceedings{bb106825,
        AUTHOR = "Soleymani, R. and Granger, E. and Fumera, G.",
        TITLE = "Loss factors for learning Boosting ensembles from imbalanced data",
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        YEAR = "2016",
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@inproceedings{bb106826,
        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{bb106827,
        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{bb106828,
        AUTHOR = "Huang, C. and Li, Y. and Loy, C.C. and Tang, X.",
        TITLE = "Learning Deep Representation for Imbalanced Classification",
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        YEAR = "2016",
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@inproceedings{bb106829,
        AUTHOR = "Rong, T. and Tian, X. and Ng, W.W.Y.",
        TITLE = "Location bagging-based undersampling for imbalanced classification
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        BOOKTITLE = ICWAPR16,
        YEAR = "2016",
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        TITLE = "Analysing the Safe, Average and Border Samples on Two-Class Imbalance
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        YEAR = "2015",
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@inproceedings{bb106831,
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        PAGES = "724-731",
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@inproceedings{bb106832,
        AUTHOR = "Mera, C. and Orozco Alzate, M. and Branch, J.",
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        PAGES = "I: 266-273",
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@inproceedings{bb106833,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Ochoa Dominguez, H.J. and Cleofas Sanchez, L.",
        TITLE = "Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts
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@inproceedings{bb106834,
        AUTHOR = "Famili, A.F.",
        TITLE = "Searching for Patterns in Imbalanced Data",
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        YEAR = "2014",
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@inproceedings{bb106835,
        AUTHOR = "Kockentiedt, S. and Tonnies, K. and Gierke, E.",
        TITLE = "Predicting the Influence of Additional Training Data on Classification
Performance for Imbalanced Data",
        BOOKTITLE = GCPR14,
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@inproceedings{bb106836,
        AUTHOR = "Sandhan, T. and Choi, J.Y.",
        TITLE = "Handling Imbalanced Datasets by Partially Guided Hybrid Sampling for
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@inproceedings{bb106837,
        AUTHOR = "Giraldo Forero, A.F. and Jaramillo Garzon, J.A. and Ruiz Munoz, J.F.",
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A Case Study with the SMOTE Algorithm",
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@inproceedings{bb106838,
        AUTHOR = "Hernandez, J. and Carrasco Ochoa, J.A. and Martinez Trinidad, J.F.",
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@inproceedings{bb106839,
        AUTHOR = "Song, Y. and Morency, L.P. and Davis, R.",
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@inproceedings{bb106840,
        AUTHOR = "Alejo, R. and Toribio, P. and Valdovinos, R.M. and Pacheco Sanchez, J.H.",
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@inproceedings{bb106842,
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@inproceedings{bb106843,
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        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2711-2714",
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@inproceedings{bb106844,
        AUTHOR = "d'Ambrosio, R. and Iannello, G. and Soda, P.",
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@inproceedings{bb106845,
        AUTHOR = "d'Ambrosio, R. and Soda, P.",
        TITLE = "Polichotomies on Imbalanced Domains by One-per-Class Compensated
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        BOOKTITLE = SSSPR12,
        YEAR = "2012",
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@inproceedings{bb106846,
        AUTHOR = "Millan Giraldo, M. and Garcia, V. and Sanchez, J.S.",
        TITLE = "One-Sided Prototype Selection on Class Imbalanced Dissimilarity
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        BOOKTITLE = SSSPR12,
        YEAR = "2012",
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@inproceedings{bb106847,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
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@inproceedings{bb106848,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT103201"}

@inproceedings{bb106849,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Index of Balanced Accuracy: A Performance Measure for Skewed Class
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        BOOKTITLE = IbPRIA09,
        YEAR = "2009",
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@inproceedings{bb106850,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
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@inproceedings{bb106851,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
        TITLE = "An Empirical Study of the Behavior of Classifiers on Imbalanced and
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        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "397-406",
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@inproceedings{bb106852,
        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{bb106853,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Multi-class Pattern Classification in Imbalanced Data",
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        YEAR = "2010",
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@inproceedings{bb106854,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
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@inproceedings{bb106855,
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        TITLE = "Imbalance and Concentration in k-NN Classification",
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        YEAR = "2010",
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@inproceedings{bb106856,
        AUTHOR = "Merler, M. and Yan, R. and Smith, J.R.",
        TITLE = "Imbalanced RankBoost for efficiently ranking large-scale image/video
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        YEAR = "2009",
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@inproceedings{bb106857,
        AUTHOR = "Nguyen, G.H. and Bouzerdoum, A. and Phung, S.L.",
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        YEAR = "2008",
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@inproceedings{bb106858,
        AUTHOR = "Molinara, M. and Ricamato, M.T. and Tortorella, F.",
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@inproceedings{bb106859,
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        YEAR = "2006",
        PAGES = "III: 429-432",
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@inproceedings{bb106860,
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@article{bb106861,
        AUTHOR = "Yang, C.Y. and Zhou, J.",
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        JOURNAL = PR,
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evolutionary based drift compensation",
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@article{bb106869,
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learning",
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@inproceedings{bb106872,
        AUTHOR = "Chen, X. and Li, Q. and Song, Y. and Jin, X. and Zhao, Q.P.",
        TITLE = "Supervised Geodesic Propagation for Semantic Label Transfer",
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@inproceedings{bb106873,
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        TITLE = "CoConut: Co-Classification with Output Space Regularization",
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@article{bb106874,
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@article{bb106875,
        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",
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@article{bb106876,
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Representation",
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@article{bb106877,
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        TITLE = "Discriminative Dictionary Learning With Common Label Alignment for
Cross-Modal Retrieval",
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@article{bb106878,
        AUTHOR = "Mudunuri, S.P. and Biswas, S.",
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approach with applications to cross domain matching",
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@article{bb106879,
        AUTHOR = "Mandal, D. and Biswas, S.",
        TITLE = "Generalized Coupled Dictionary Learning Approach With Applications to
Cross-Modal Matching",
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        VOLUME = "25",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103232"}

@article{bb106880,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
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Canonical Space",
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@inproceedings{bb106881,
        AUTHOR = "Das, N. and Mandal, D. and Biswas, S.",
        TITLE = "Simultaneous Semi-Coupled Dictionary Learning for Matching RGBD Data",
        BOOKTITLE = Biometrics16,
        YEAR = "2016",
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@article{bb106882,
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        TITLE = "Label transfer via sparse representation",
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@article{bb106883,
        AUTHOR = "Zhang, L. and Zuo, W.M. and Zhang, D.",
        TITLE = "LSDT: Latent Sparse Domain Transfer Learning for Visual Adaptation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103236"}

@article{bb106884,
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@article{bb106885,
        AUTHOR = "Shoeleh, F. and Asadpour, M.",
        TITLE = "Graph based skill acquisition and transfer Learning for continuous
reinforcement learning domains",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103238"}

@article{bb106886,
        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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@article{bb106887,
        AUTHOR = "Qi, G.J. and Liu, W. and Aggarwal, C. and Huang, T.",
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Unseen Classes",
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@article{bb106888,
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Transfer Learning",
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@article{bb106889,
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@article{bb106890,
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@article{bb106891,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103244"}

@article{bb106892,
        AUTHOR = "Zheng, F. and Tang, Y. and Shao, L.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103245"}

@inproceedings{bb106893,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103247"}

@article{bb106895,
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        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103248"}

@article{bb106896,
        AUTHOR = "Guo, X. and Wang, S. and Tie, Y. and Qi, L. and Guan, L.",
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semi-paired learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103249"}

@article{bb106897,
        AUTHOR = "Shi, Q. and Liu, X. and Huang, X.",
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        NUMBER = "6",
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@article{bb106898,
        AUTHOR = "Han, W. and Feng, R. and Wang, L.Z. and Cheng, Y.F.",
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for high-resolution remote sensing image scene classification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT103251"}

@article{bb106899,
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