@inproceedings{bb138200,
        AUTHOR = "Ye, H.J. and Zhan, D.C. and Chao, W.L.",
        TITLE = "Procrustean Training for Imbalanced Deep Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "92-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134162"}

@inproceedings{bb138201,
        AUTHOR = "Park, S. and Lim, J. and Jeon, Y. and Choi, J.Y.",
        TITLE = "Influence-Balanced Loss for Imbalanced Visual Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "715-724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134163"}

@inproceedings{bb138202,
        AUTHOR = "Wang, Z.Y. and Duan, T.H. and Fang, L. and Suo, Q.L. and Gao, M.C.",
        TITLE = "Meta Learning on a Sequence of Imbalanced Domains with Difficulty
Awareness",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8927-8937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134164"}

@inproceedings{bb138203,
        AUTHOR = "Kang, H.Y. and Vu, T. and Yoo, C.D.",
        TITLE = "Learning Imbalanced Datasets With Maximum Margin Loss",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1269-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134165"}

@inproceedings{bb138204,
        AUTHOR = "Okerinde, A. and Hsu, W. and Theis, T. and Nafi, N. and Shamir, L.",
        TITLE = "eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning",
        BOOKTITLE = CAIP21,
        YEAR = "2021",
        PAGES = "I:322-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134166"}

@inproceedings{bb138205,
        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#TT134167"}

@inproceedings{bb138206,
        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#TT134168"}

@inproceedings{bb138207,
        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#TT134169"}

@inproceedings{bb138208,
        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#TT134170"}

@inproceedings{bb138209,
        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#TT134171"}

@inproceedings{bb138210,
        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#TT134172"}

@inproceedings{bb138211,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134173"}

@inproceedings{bb138212,
        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#TT134174"}

@inproceedings{bb138213,
        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#TT134175"}

@inproceedings{bb138214,
        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#TT134176"}

@inproceedings{bb138215,
        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#TT134177"}

@inproceedings{bb138216,
        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
Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2166-2171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134178"}

@inproceedings{bb138217,
        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#TT134179"}

@inproceedings{bb138218,
        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#TT134180"}

@inproceedings{bb138219,
        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#TT134181"}

@inproceedings{bb138220,
        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#TT134182"}

@inproceedings{bb138221,
        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#TT134183"}

@inproceedings{bb138222,
        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#TT134184"}

@inproceedings{bb138223,
        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#TT134185"}

@inproceedings{bb138224,
        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#TT134186"}

@inproceedings{bb138225,
        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#TT134187"}

@inproceedings{bb138226,
        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#TT134188"}

@inproceedings{bb138227,
        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#TT134189"}

@inproceedings{bb138228,
        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#TT134190"}

@inproceedings{bb138229,
        AUTHOR = "Shen, W. and Li, F. and Liu, R.",
        TITLE = "Learning to Find Correlated Features by Maximizing Information Flow
in Convolutional Neural Networks",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "733-737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134191"}

@inproceedings{bb138230,
        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#TT134192"}

@inproceedings{bb138231,
        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#TT134193"}

@inproceedings{bb138232,
        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#TT134194"}

@inproceedings{bb138233,
        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#TT134195"}

@inproceedings{bb138234,
        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#TT134196"}

@inproceedings{bb138235,
        AUTHOR = "Liu, L.J. and Bao, Y. and Li, H.J. and Fan, X. and Luo, Z.X.",
        TITLE = "Discriminative Feature Learning with an Optimal Pattern Model for Image
Classification",
        BOOKTITLE = MMMod16,
        YEAR = "2016",
        PAGES = "I: 675-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134197"}

@inproceedings{bb138236,
        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#TT134198"}

@inproceedings{bb138237,
        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#TT134199"}

@inproceedings{bb138238,
        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#TT134200"}

@inproceedings{bb138239,
        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#TT134201"}

@inproceedings{bb138240,
        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#TT134202"}

@inproceedings{bb138241,
        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#TT134203"}

@inproceedings{bb138242,
        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#TT134204"}

@inproceedings{bb138243,
        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#TT134205"}

@inproceedings{bb138244,
        AUTHOR = "Macak, J. and Drbohlav, O.",
        TITLE = "A Simple Stochastic Algorithm for Structural Features Learning",
        BOOKTITLE = FSLCV14,
        YEAR = "2014",
        PAGES = "III: 44-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134206"}

@inproceedings{bb138245,
        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#TT134207"}

@inproceedings{bb138246,
        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#TT134208"}

@inproceedings{bb138247,
        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#TT134209"}

@inproceedings{bb138248,
        AUTHOR = "Utasi, A.",
        TITLE = "Weighted conditional mutual information based boosting for
classification of imbalanced datasets",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2711-2714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134210"}

@inproceedings{bb138249,
        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",
        PAGES = "1310-1313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134211"}

@inproceedings{bb138250,
        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#TT134212"}

@inproceedings{bb138251,
        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#TT134213"}

@inproceedings{bb138252,
        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#TT134214"}

@inproceedings{bb138253,
        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#TT134215"}

@inproceedings{bb138254,
        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#TT134216"}

@inproceedings{bb138255,
        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#TT134217"}

@inproceedings{bb138256,
        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#TT134218"}

@inproceedings{bb138257,
        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#TT134219"}

@inproceedings{bb138258,
        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#TT134220"}

@inproceedings{bb138259,
        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#TT134221"}

@inproceedings{bb138260,
        AUTHOR = "Yin, D.W. 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#TT134222"}

@inproceedings{bb138261,
        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#TT134223"}

@inproceedings{bb138262,
        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{bb138263,
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@inproceedings{bb138264,
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@article{bb138265,
        AUTHOR = "Sinha, S. and Ohashi, H. and Nakamura, K.",
        TITLE = "Class-Difficulty Based Methods for Long-Tailed Visual Recognition",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2517-2531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134227"}

@inproceedings{bb138266,
        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/pattern605longt3.html#TT134228"}

@inproceedings{bb138267,
        AUTHOR = "Sinha, S. and Ohashi, H.",
        TITLE = "Difficulty-Net:
Learning to Predict Difficulty for Long-Tailed Recognition",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "6433-6442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134229"}

@article{bb138268,
        AUTHOR = "Wang, W.Q. and Zhao, Z.C. and Wang, P. and Su, F. and Meng, H.Y.",
        TITLE = "Attentive Feature Augmentation for Long-Tailed Visual Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5803-5816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134230"}

@article{bb138269,
        AUTHOR = "Zhang, M.L. and Zhang, X.Y. and Wang, C. and Liu, C.L.",
        TITLE = "Towards prior gap and representation gap for long-tailed recognition",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134231"}

@article{bb138270,
        AUTHOR = "Liu, J.H. and Feng, R. and Chen, P. and Wang, X.Z. and Ni, Y.",
        TITLE = "Dynamic Loss Reweighting Method Based on Cumulative Classification
Scores for Long-Tailed Remote Sensing Image Classification",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134232"}

@article{bb138271,
        AUTHOR = "Cui, J.Q. and Liu, S. and Tian, Z.T. and Zhong, Z.S. and Jia, J.Y.",
        TITLE = "ResLT: Residual Learning for Long-Tailed Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3695-3706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134233"}

@article{bb138272,
        AUTHOR = "Zhao, X.Q. and Xiao, J. and Yu, S.Y. and Li, H. and Zhang, B.F.",
        TITLE = "Weight-guided class complementing for long-tailed image recognition",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134234"}

@article{bb138273,
        AUTHOR = "Li, M.K. and Cheung, Y.M. and Hu, Z.K.",
        TITLE = "Key Point Sensitive Loss for Long-Tailed Visual Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4812-4825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134235"}

@article{bb138274,
        AUTHOR = "Tiong, A.M.H. and Li, J. and Lin, G.S. and Li, B.Y. and Xiong, C.M. and Hoi, S.C.H.",
        TITLE = "Improving Tail-Class Representation with Centroid Contrastive
Learning",
        JOURNAL = PRL,
        VOLUME = "168",
        YEAR = "2023",
        PAGES = "123-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134236"}

@article{bb138275,
        AUTHOR = "Xiang, L. and Han, J.G. and Ding, G.",
        TITLE = "Margin-aware rectified augmentation for long-tailed recognition",
        JOURNAL = PR,
        VOLUME = "141",
        YEAR = "2023",
        PAGES = "109608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134237"}

@article{bb138276,
        AUTHOR = "Guan, Q.J. and Li, Z.Z. and Zhang, J.Y. and Huang, Y.P. and Zhao, Y.",
        TITLE = "Joint representation and classifier learning for long-tailed image
classification",
        JOURNAL = IVC,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "104759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134238"}

@article{bb138277,
        AUTHOR = "Kim, D.J. and Ke, T.W. and Yu, S.X.",
        TITLE = "Local pseudo-attributes for long-tailed recognition",
        JOURNAL = PRL,
        VOLUME = "172",
        YEAR = "2023",
        PAGES = "51-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134239"}

@article{bb138278,
        AUTHOR = "Zhang, Y.F. and Kang, B.Y. and Hooi, B. and Yan, S.C. and Feng, J.S.",
        TITLE = "Deep Long-Tailed Learning: A Survey",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "10795-10816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134240"}

@article{bb138279,
        AUTHOR = "Zhou, X.S. and Zhai, J.H. and Cao, Y.",
        TITLE = "Feature fusion network for long-tailed visual recognition",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134241"}

@article{bb138280,
        AUTHOR = "Liu, W. and Wu, Z.H. and Wang, Y.M. and Ding, H.H. and Liu, F. and Lin, J. and Lin, G.S.",
        TITLE = "LCReg: Long-tailed image classification with Latent Categories based
Recognition",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134242"}

@article{bb138281,
        AUTHOR = "Zhao, W. and Zhao, H.",
        TITLE = "Hierarchical long-tailed classification based on multi-granularity
knowledge transfer driven by multi-scale feature fusion",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134243"}

@article{bb138282,
        AUTHOR = "Alexandridis, K.P. and Luo, S. and Nguyen, A. and Deng, J.K. and Zafeiriou, S.",
        TITLE = "Inverse Image Frequency for Long-Tailed Image Recognition",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5721-5736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134244"}

@article{bb138283,
        AUTHOR = "Tan, Z.C. and Li, J. and Du, J.H. and Wan, J. and Lei, Z. and Guo, G.D.",
        TITLE = "NCL++: Nested Collaborative Learning for long-tailed visual
recognition",
        JOURNAL = PR,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "110064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134245"}

@inproceedings{bb138284,
        AUTHOR = "Li, J. and Tan, Z.C. and Wan, J. and Lei, Z. and Guo, G.D.",
        TITLE = "Nested Collaborative Learning for Long-Tailed Visual Recognition",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "6939-6948",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134246"}

@article{bb138285,
        AUTHOR = "Baik, J.S. and Yoon, I.Y. and Choi, J.W.",
        TITLE = "DBN-Mix: Training dual branch network using bilateral mixup
augmentation for long-tailed visual recognition",
        JOURNAL = PR,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "110107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134247"}

@article{bb138286,
        AUTHOR = "Du, Y.J. and Sun, H.L. and Zhen, X.T. and Xu, J. and Yin, Y.L. and Shao, L. and Snoek, C.G.M.",
        TITLE = "MetaKernel: Learning Variational Random Features With Limited Labels",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1464-1478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134248"}

@inproceedings{bb138287,
        AUTHOR = "Du, Y.J. and Shen, J.Y. and Zhen, X.T. and Snoek, C.G.M.",
        TITLE = "SuperDisco: Super-Class Discovery Improves Visual Recognition for the
Long-Tail",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19944-19954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134249"}

@article{bb138288,
        AUTHOR = "Xu, Z.Z. and Chai, Z.H. and Xu, C.Y. and Yuan, C. and Yang, H.Q.",
        TITLE = "Towards Effective Collaborative Learning in Long-Tailed Recognition",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "3754-3764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134250"}

@article{bb138289,
        AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, X. and Chen, P.",
        TITLE = "Feature Distribution Representation Learning Based on Knowledge
Transfer for Long-Tailed Classification",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "2772-2784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134251"}

@article{bb138290,
        AUTHOR = "Elbatel, M. and Marti, R. and Li, X.M.",
        TITLE = "FoPro-KD: Fourier Prompted Effective Knowledge Distillation for
Long-Tailed Medical Image Recognition",
        JOURNAL = MedImg,
        VOLUME = "43",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "954-965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134252"}

@article{bb138291,
        AUTHOR = "Wang, W.Q. and Chen, Z. and Su, F. and Zhao, Z.C.",
        TITLE = "Text-guided Fourier Augmentation for long-tailed recognition",
        JOURNAL = PRL,
        VOLUME = "179",
        YEAR = "2024",
        PAGES = "38-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134253"}

@article{bb138292,
        AUTHOR = "Chen, J.H. and Su, B.",
        TITLE = "Instance-Specific Semantic Augmentation for Long-Tailed Image
Classification",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2544-2557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134254"}

@article{bb138293,
        AUTHOR = "Zhao, Q.H. and Zhang, F. and Hu, W. and Feng, S. and Liu, J.",
        TITLE = "OHD: An Online Category-Aware Framework for Learning With Noisy
Labels Under Long-Tailed Distribution",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3806-3818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134255"}

@article{bb138294,
        AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, X. and Chen, P.H.",
        TITLE = "Geometric Prior Guided Feature Representation Learning for Long-Tailed
Classification",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "Pages2493-2510",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134256"}

@inproceedings{bb138295,
        AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, X. and Li, L.L.",
        TITLE = "Curvature-Balanced Feature Manifold Learning for Long-Tailed
Classification",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15824-15835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134257"}

@article{bb138296,
        AUTHOR = "Pan, H.L. and Guo, Y. and Yu, M. and Chen, J.",
        TITLE = "Enhanced Long-Tailed Recognition With Contrastive CutMix Augmentation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "4215-4230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134258"}

@article{bb138297,
        AUTHOR = "Xie, H.T. and Jiang, Y. and Zhang, L. and Li, P.D. and Zhang, D.M. and Zhang, Y.D.",
        TITLE = "Semantic-Enhanced Proxy-Guided Hashing for Long-Tailed Image
Retrieval",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "9499-9514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134259"}

@article{bb138298,
        AUTHOR = "Zhang, E. and Geng, C.X. and Li, C.O. and Chen, S.C.",
        TITLE = "Dynamic Learnable Logit Adjustment for Long-Tailed Visual Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7986-7997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134260"}

@article{bb138299,
        AUTHOR = "Zeng, W. and Xiao, Z.Y.",
        TITLE = "MinoritySalMix and adaptive semantic weight compensation for
long-tailed classification",
        JOURNAL = IVC,
        VOLUME = "152",
        YEAR = "2024",
        PAGES = "105307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134261"}