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        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#TT134961"}

@inproceedings{bb139001,
        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#TT134962"}

@inproceedings{bb139002,
        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#TT134963"}

@inproceedings{bb139003,
        AUTHOR = "Langenkamper, D. and van Kevelaer, R. and Nattkemper, T.W.",
        TITLE = "Strategies for Tackling the Class Imbalance Problem in Marine Image
Classification",
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        YEAR = "2018",
        PAGES = "26-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134964"}

@inproceedings{bb139004,
        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#TT134965"}

@inproceedings{bb139005,
        AUTHOR = "Sarafianos, N. and Xu, X. and Kakadiaris, I.A.",
        TITLE = "Deep Imbalanced Attribute Classification Using Visual Attention
Aggregation",
        BOOKTITLE = ECCV18,
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        PAGES = "XI: 708-725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134966"}

@inproceedings{bb139006,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134967"}

@inproceedings{bb139007,
        AUTHOR = "Sze To, A. and Wong, A.K.C.",
        TITLE = "A Weight-Selection Strategy on Training Deep Neural Networks for
Imbalanced Classification",
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        YEAR = "2017",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134968"}

@inproceedings{bb139008,
        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",
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        YEAR = "2016",
        PAGES = "I: 675-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134969"}

@inproceedings{bb139009,
        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{bb139010,
        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",
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        YEAR = "2016",
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@inproceedings{bb139011,
        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{bb139012,
        AUTHOR = "Huang, C. and Li, Y. and Loy, C.C. and Tang, X.",
        TITLE = "Learning Deep Representation for Imbalanced Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
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        YEAR = "2015",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134974"}

@inproceedings{bb139014,
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@inproceedings{bb139015,
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@inproceedings{bb139016,
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Performance for Imbalanced Data",
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        YEAR = "2014",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134977"}

@inproceedings{bb139017,
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A Case Study with the SMOTE Algorithm",
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@inproceedings{bb139019,
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Imbalance Problems on Neural Networks",
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@inproceedings{bb139021,
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        TITLE = "Weighted conditional mutual information based boosting for
classification of imbalanced datasets",
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@inproceedings{bb139022,
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        TITLE = "A One-per-Class reconstruction rule for class imbalance learning",
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@inproceedings{bb139023,
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Reconstruction Rule",
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@inproceedings{bb139024,
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Matrices",
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        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",
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        YEAR = "2007",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134990"}

@inproceedings{bb139030,
        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",
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        YEAR = "2007",
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@inproceedings{bb139031,
        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{bb139032,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Learning in imbalanced relational data",
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@inproceedings{bb139033,
        AUTHOR = "Yin, D.W. and An, C. and Baird, H.S.",
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        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134994"}

@inproceedings{bb139034,
        AUTHOR = "Nguyen, G.H. and Bouzerdoum, A. and Phung, S.L.",
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        YEAR = "2008",
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@inproceedings{bb139035,
        AUTHOR = "Molinara, M. and Ricamato, M.T. and Tortorella, F.",
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        YEAR = "2007",
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        TITLE = "A Complementary Ordering Method for Class Imbalanced Problem",
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        YEAR = "2006",
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@inproceedings{bb139037,
        AUTHOR = "Cantador, I. and Dorronsoro, J.R.",
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@article{bb139038,
        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",
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        PAGES = "2517-2531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134999"}

@inproceedings{bb139039,
        AUTHOR = "Sinha, S. and Ohashi, H. and Nakamura, K.",
        TITLE = "Class-wise Difficulty-balanced Loss for Solving Class-imbalance",
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        YEAR = "2020",
        PAGES = "VI:549-565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135000"}

@inproceedings{bb139040,
        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#TT135001"}

@article{bb139041,
        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#TT135002"}

@article{bb139042,
        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#TT135003"}

@article{bb139043,
        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#TT135004"}

@article{bb139044,
        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#TT135005"}

@article{bb139045,
        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#TT135006"}

@article{bb139046,
        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#TT135007"}

@article{bb139047,
        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#TT135008"}

@article{bb139048,
        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#TT135009"}

@article{bb139049,
        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#TT135010"}

@article{bb139050,
        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#TT135011"}

@article{bb139051,
        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#TT135012"}

@article{bb139052,
        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#TT135013"}

@article{bb139053,
        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
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        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135014"}

@article{bb139054,
        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#TT135015"}

@article{bb139055,
        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#TT135016"}

@article{bb139056,
        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#TT135017"}

@inproceedings{bb139057,
        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#TT135018"}

@article{bb139058,
        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#TT135019"}

@article{bb139059,
        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#TT135020"}

@inproceedings{bb139060,
        AUTHOR = "Du, Y.J. and Shen, J.Y. and Zhen, X.T. and Snoek, C.G.M.",
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