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@inproceedings{bb105957,
        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#TT102319"}

@inproceedings{bb105958,
        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#TT102320"}

@inproceedings{bb105959,
        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#TT102321"}

@inproceedings{bb105960,
        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#TT102322"}

@inproceedings{bb105961,
        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#TT102323"}

@inproceedings{bb105962,
        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#TT102324"}

@inproceedings{bb105963,
        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#TT102325"}

@inproceedings{bb105964,
        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#TT102326"}

@inproceedings{bb105965,
        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#TT102327"}

@inproceedings{bb105966,
        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#TT102328"}

@inproceedings{bb105967,
        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#TT102329"}

@inproceedings{bb105968,
        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#TT102330"}

@inproceedings{bb105969,
        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#TT102331"}

@inproceedings{bb105970,
        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#TT102332"}

@inproceedings{bb105971,
        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#TT102333"}

@inproceedings{bb105972,
        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#TT102334"}

@inproceedings{bb105973,
        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#TT102335"}

@inproceedings{bb105974,
        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#TT102336"}

@inproceedings{bb105975,
        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#TT102337"}

@inproceedings{bb105976,
        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#TT102338"}

@inproceedings{bb105977,
        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#TT102339"}

@inproceedings{bb105978,
        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#TT102340"}

@inproceedings{bb105979,
        AUTHOR = "Yu, L. and Fan, G.",
        TITLE = "Edge-aware integration model for semantic labeling of rare classes",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "4482-4486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102341"}

@inproceedings{bb105980,
        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#TT102342"}

@inproceedings{bb105981,
        AUTHOR = "Cruz, R. and Fernandes, K. and Costa, J.F.P. 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#TT102343"}

@inproceedings{bb105982,
        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#TT102344"}

@inproceedings{bb105983,
        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#TT102345"}

@inproceedings{bb105984,
        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#TT102346"}

@inproceedings{bb105985,
        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#TT102347"}

@inproceedings{bb105986,
        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#TT102348"}

@inproceedings{bb105987,
        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#TT102349"}

@inproceedings{bb105988,
        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#TT102350"}

@inproceedings{bb105989,
        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#TT102351"}

@inproceedings{bb105990,
        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#TT102352"}

@inproceedings{bb105991,
        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#TT102353"}

@inproceedings{bb105992,
        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#TT102354"}

@inproceedings{bb105993,
        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#TT102355"}

@inproceedings{bb105994,
        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#TT102356"}

@inproceedings{bb105995,
        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#TT102357"}

@inproceedings{bb105996,
        AUTHOR = "Song, Y. and Morency, L.P. and Davis, R.",
        TITLE = "Distribution-sensitive learning for imbalanced datasets",
        BOOKTITLE = FG13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102358"}

@inproceedings{bb105997,
        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",
        PAGES = "265-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102359"}

@inproceedings{bb105998,
        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
and Deep Learning Neural Networks",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:216-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102360"}

@inproceedings{bb105999,
        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",
        PAGES = "479-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102361"}

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