@article{bb108800,
        AUTHOR = "Kim, Y.C. and Lee, Y. and Jeon, M.",
        TITLE = "Imbalanced image classification with complement cross entropy",
        JOURNAL = PRL,
        VOLUME = "151",
        YEAR = "2021",
        PAGES = "33-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105110"}

@inproceedings{bb108801,
        AUTHOR = "Wei, C. and Sohn, K. and Mellina, C. and Yuille, A.L. and Yang, F.",
        TITLE = "CReST: A Class-Rebalancing Self-Training Framework for Imbalanced
Semi-Supervised Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10852-10861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105111"}

@inproceedings{bb108802,
        AUTHOR = "Choi, J.W. and Yi, K.M. and Kim, J. and Choo, J.H. and Kim, B.J. and Chang, J. and Gwon, Y.J. and Chang, H.J.",
        TITLE = "VaB-AL: Incorporating Class Imbalance and Difficulty with Variational
Bayes for Active Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6745-6754",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105112"}

@inproceedings{bb108803,
        AUTHOR = "Wang, J.F. and Lukasiewicz, T. and Hu, X.L. and Cai, J.F. and Xu, Z.H.",
        TITLE = "RSG: A Simple but Effective Module for Learning Imbalanced Datasets",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3783-3792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105113"}

@inproceedings{bb108804,
        AUTHOR = "Sharma, S. and Yu, N. and Fritz, M. and Schiele, B.",
        TITLE = "Long-Tailed Recognition Using Class-Balanced Experts",
        BOOKTITLE = GCPR20,
        YEAR = "2020",
        PAGES = "86-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105114"}

@inproceedings{bb108805,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105115"}

@inproceedings{bb108806,
        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,
        YEAR = "2021",
        PAGES = "3554-3564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105116"}

@inproceedings{bb108807,
        AUTHOR = "Patashnik, O. and Danon, D. and Zhang, H. and Cohen Or, D.",
        TITLE = "BalaGAN: Cross-Modal Image Translation Between Imbalanced Domains",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2653-2661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105117"}

@inproceedings{bb108808,
        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,
        YEAR = "2021",
        PAGES = "3257-3266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105118"}

@inproceedings{bb108809,
        AUTHOR = "Kim, B. and Hong, H.G. and Kim, J.",
        TITLE = "De-biasing Neural Networks with Estimated Offset for Class Imbalanced
Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1478-1486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105119"}

@inproceedings{bb108810,
        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",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10650-10657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105120"}

@inproceedings{bb108811,
        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#TT105121"}

@inproceedings{bb108812,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105122"}

@inproceedings{bb108813,
        AUTHOR = "Beltran, L.V.B. and Coustaty, M. and Journet, N. and Caicedo, J.C. and Doucet, A.",
        TITLE = "Multi-Attribute Learning With Highly Imbalanced Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9219-9226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105123"}

@inproceedings{bb108814,
        AUTHOR = "Sicilia, R. and Cordelli, E. and Soda, P.",
        TITLE = "Categorizing the feature space for two-class imbalance learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6181-6188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105124"}

@inproceedings{bb108815,
        AUTHOR = "Li, Y.G. and Zhou, Y.F. and Wang, Y. and Qin, X. and Tang, Z.",
        TITLE = "Dual Loss for Manga Character Recognition with Imbalanced Training
Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2166-2171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105125"}

@inproceedings{bb108816,
        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#TT105126"}

@inproceedings{bb108817,
        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#TT105127"}

@inproceedings{bb108818,
        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#TT105128"}

@inproceedings{bb108819,
        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#TT105129"}

@inproceedings{bb108820,
        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#TT105130"}

@inproceedings{bb108821,
        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#TT105131"}

@inproceedings{bb108822,
        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#TT105132"}

@inproceedings{bb108823,
        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#TT105133"}

@inproceedings{bb108824,
        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#TT105134"}

@inproceedings{bb108825,
        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#TT105135"}

@inproceedings{bb108826,
        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#TT105136"}

@inproceedings{bb108827,
        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#TT105137"}

@inproceedings{bb108828,
        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#TT105138"}

@inproceedings{bb108829,
        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#TT105139"}

@inproceedings{bb108830,
        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#TT105140"}

@inproceedings{bb108831,
        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#TT105141"}

@inproceedings{bb108832,
        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#TT105142"}

@inproceedings{bb108833,
        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#TT105143"}

@inproceedings{bb108834,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105144"}

@inproceedings{bb108835,
        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#TT105145"}

@inproceedings{bb108836,
        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#TT105146"}

@inproceedings{bb108837,
        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#TT105147"}

@inproceedings{bb108838,
        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#TT105148"}

@inproceedings{bb108839,
        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#TT105149"}

@inproceedings{bb108840,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105150"}

@inproceedings{bb108841,
        AUTHOR = "Soleymani, R. and Granger, E. and Fumera, G.",
        TITLE = "Loss factors for learning Boosting ensembles from imbalanced data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "204-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105151"}

@inproceedings{bb108842,
        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",
        PAGES = "456-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105152"}

@inproceedings{bb108843,
        AUTHOR = "Tax, D.M.J. and Wang, F.",
        TITLE = "Class-dependent, non-convex losses to optimize precision",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3314-3319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105153"}

@inproceedings{bb108844,
        AUTHOR = "Huang, C. and Li, Y. and Loy, C.C. and Tang, X.",
        TITLE = "Learning Deep Representation for Imbalanced Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5375-5384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105154"}

@inproceedings{bb108845,
        AUTHOR = "Rong, T. and Tian, X. and Ng, W.W.Y.",
        TITLE = "Location bagging-based undersampling for imbalanced classification
problems",
        BOOKTITLE = ICWAPR16,
        YEAR = "2016",
        PAGES = "72-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105155"}

@inproceedings{bb108846,
        AUTHOR = "Alejo, R. and Monroy de Jesus, J. and Pacheco Sanchez, J.H. and Valdovinos, R.M. and Antonio Velazquez, J.A. and Marcial Romero, J.R.",
        TITLE = "Analysing the Safe, Average and Border Samples on Two-Class Imbalance
Problems in the Back-Propagation Domain",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "699-707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105156"}

@inproceedings{bb108847,
        AUTHOR = "Mera, C. and Arrieta, J. and Orozco Alzate, M. and Branch, J.",
        TITLE = "A Bag Oversampling Approach for Class Imbalance in Multiple Instance
Learning",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "724-731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105157"}

@inproceedings{bb108848,
        AUTHOR = "Mera, C. and Orozco Alzate, M. and Branch, J.",
        TITLE = "Improving Representation of the Positive Class in Imbalanced
Multiple-Instance Learning",
        BOOKTITLE = ICIAR14,
        YEAR = "2014",
        PAGES = "I: 266-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105158"}

@inproceedings{bb108849,
        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
and Noise",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
        PAGES = "370-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105159"}

@inproceedings{bb108850,
        AUTHOR = "Famili, A.F.",
        TITLE = "Searching for Patterns in Imbalanced Data",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "159-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105160"}

@inproceedings{bb108851,
        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,
        YEAR = "2014",
        PAGES = "377-387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105161"}

@inproceedings{bb108852,
        AUTHOR = "Sandhan, T. and Choi, J.Y.",
        TITLE = "Handling Imbalanced Datasets by Partially Guided Hybrid Sampling for
Pattern Recognition",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1449-1453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105162"}

@inproceedings{bb108853,
        AUTHOR = "Giraldo Forero, A.F. and Jaramillo Garzon, J.A. and Ruiz Munoz, J.F.",
        TITLE = "Managing Imbalanced Data Sets in Multi-label Problems:
A Case Study with the SMOTE Algorithm",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:334-342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105163"}

@inproceedings{bb108854,
        AUTHOR = "Hernandez, J. and Carrasco Ochoa, J.A. and Martinez Trinidad, J.F.",
        TITLE = "An Empirical Study of Oversampling and Undersampling for Instance
Selection Methods on Imbalance Datasets",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:262-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105164"}

@inproceedings{bb108855,
        AUTHOR = "Song, Y. and Morency, L.P. and Davis, R.",
        TITLE = "Distribution-sensitive learning for imbalanced datasets",
        BOOKTITLE = FG13,
        YEAR = "2013",
        PAGES = "1-6",
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@inproceedings{bb108856,
        AUTHOR = "Alejo, R. and Toribio, P. and Valdovinos, R.M. and Pacheco Sanchez, J.H.",
        TITLE = "A Modified Back-Propagation Algorithm to Deal with Severe Two-Class
Imbalance Problems on Neural Networks",
        BOOKTITLE = MCPR12,
        YEAR = "2012",
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@inproceedings{bb108857,
        AUTHOR = "Gonzalez Barcenas, V.M. and Rendon, E. and Alejo, R. and Granda Gutierrez, E.E. and Valdovinos, R.M.",
        TITLE = "Addressing the Big Data Multi-class Imbalance Problem with Oversampling
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        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
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@inproceedings{bb108858,
        AUTHOR = "Alejo, R. and Martinez Sotoca, J. and Casan, G.A.",
        TITLE = "An Empirical Study for the Multi-class Imbalance Problem with Neural
Networks",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
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@inproceedings{bb108859,
        AUTHOR = "Utasi, A.",
        TITLE = "Weighted conditional mutual information based boosting for
classification of imbalanced datasets",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2711-2714",
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@inproceedings{bb108860,
        AUTHOR = "d'Ambrosio, R. and Iannello, G. and Soda, P.",
        TITLE = "A One-per-Class reconstruction rule for class imbalance learning",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
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@inproceedings{bb108861,
        AUTHOR = "d'Ambrosio, R. and Soda, P.",
        TITLE = "Polichotomies on Imbalanced Domains by One-per-Class Compensated
Reconstruction Rule",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "301-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105171"}

@inproceedings{bb108862,
        AUTHOR = "Millan Giraldo, M. and Garcia, V. and Sanchez, J.S.",
        TITLE = "One-Sided Prototype Selection on Class Imbalanced Dissimilarity
Matrices",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "391-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105172"}

@inproceedings{bb108863,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
        TITLE = "Classification of High Dimensional and Imbalanced Hyperspectral Imagery
Data",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "644-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105173"}

@inproceedings{bb108864,
        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",
        PAGES = "617-620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105174"}

@inproceedings{bb108865,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105175"}

@inproceedings{bb108866,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "A New Performance Evaluation Method for Two-Class Imbalanced Problems",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "917-925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105176"}

@inproceedings{bb108867,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105177"}

@inproceedings{bb108868,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105178"}

@inproceedings{bb108869,
        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#TT105179"}

@inproceedings{bb108870,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Learning in imbalanced relational data",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105180"}

@inproceedings{bb108871,
        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#TT105181"}

@inproceedings{bb108872,
        AUTHOR = "Merler, M. and Yan, R. and Smith, J.R.",
        TITLE = "Imbalanced RankBoost for efficiently ranking large-scale image/video
collections",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2607-2614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105182"}

@inproceedings{bb108873,
        AUTHOR = "Nguyen, G.H. and Bouzerdoum, A. and Phung, S.L.",
        TITLE = "A supervised learning approach for imbalanced data sets",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105183"}

@inproceedings{bb108874,
        AUTHOR = "Molinara, M. and Ricamato, M.T. and Tortorella, F.",
        TITLE = "Facing Imbalanced Classes through Aggregation of Classifiers",
        BOOKTITLE = CIAP07,
        YEAR = "2007",
        PAGES = "43-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105184"}

@inproceedings{bb108875,
        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#TT105185"}

@inproceedings{bb108876,
        AUTHOR = "Cantador, I. and Dorronsoro, J.R.",
        TITLE = "Parallel Perceptrons, Activation Margins and Imbalanced Training Set
Pruning",
        BOOKTITLE = IbPRIA05,
        YEAR = "2005",
        PAGES = "II:43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT105186"}

@article{bb108877,
        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",
        MONTH = "August",
        PAGES = "2656-2664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT105187"}

@article{bb108878,
        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#TT105188"}

@article{bb108879,
        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#TT105189"}

@article{bb108880,
        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#TT105190"}

@article{bb108881,
        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#TT105191"}

@article{bb108882,
        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#TT105192"}

@article{bb108883,
        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#TT105193"}

@inproceedings{bb108884,
        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#TT105194"}

@article{bb108885,
        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#TT105195"}

@article{bb108886,
        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#TT105196"}

@article{bb108887,
        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#TT105197"}

@inproceedings{bb108888,
        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#TT105198"}

@inproceedings{bb108889,
        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#TT105199"}

@article{bb108890,
        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#TT105200"}

@article{bb108891,
        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#TT105201"}

@article{bb108892,
        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#TT105202"}

@article{bb108893,
        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#TT105203"}

@article{bb108894,
        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#TT105204"}

@article{bb108895,
        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#TT105205"}

@article{bb108896,
        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#TT105206"}

@inproceedings{bb108897,
        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#TT105207"}

@article{bb108898,
        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#TT105208"}

@article{bb108899,
        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#TT105209"}