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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#TT134561"}

@inproceedings{bb138601,
        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#TT134562"}

@inproceedings{bb138602,
        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#TT134563"}

@inproceedings{bb138603,
        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#TT134564"}

@inproceedings{bb138604,
        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#TT134565"}

@inproceedings{bb138605,
        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#TT134566"}

@inproceedings{bb138606,
        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#TT134567"}

@inproceedings{bb138607,
        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#TT134568"}

@inproceedings{bb138608,
        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#TT134569"}

@inproceedings{bb138609,
        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#TT134570"}

@inproceedings{bb138610,
        AUTHOR = "Guan, H.J. and Zhang, Y.T. and Xian, M. and Cheng, H.D. and Tang, X.L.",
        TITLE = "WENN for individualized cleaning in imbalanced data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
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@inproceedings{bb138611,
        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{bb138612,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134574"}

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        TITLE = "Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134575"}

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Performance for Imbalanced Data",
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@inproceedings{bb138617,
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A Case Study with the SMOTE Algorithm",
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Imbalance Problems on Neural Networks",
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@inproceedings{bb138621,
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        TITLE = "Weighted conditional mutual information based boosting for
classification of imbalanced datasets",
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@inproceedings{bb138622,
        AUTHOR = "d'Ambrosio, R. and Iannello, G. and Soda, P.",
        TITLE = "A One-per-Class reconstruction rule for class imbalance learning",
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        YEAR = "2012",
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@inproceedings{bb138623,
        AUTHOR = "d'Ambrosio, R. and Soda, P.",
        TITLE = "Polichotomies on Imbalanced Domains by One-per-Class Compensated
Reconstruction Rule",
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        YEAR = "2012",
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@inproceedings{bb138624,
        AUTHOR = "Millan Giraldo, M. and Garcia, V. and Sanchez, J.S.",
        TITLE = "One-Sided Prototype Selection on Class Imbalanced Dissimilarity
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        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
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        YEAR = "2011",
        PAGES = "644-651",
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        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Theoretical Analysis of a Performance Measure for Imbalanced Data",
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        YEAR = "2010",
        PAGES = "617-620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134587"}

@inproceedings{bb138627,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Index of Balanced Accuracy: A Performance Measure for Skewed Class
Distributions",
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        YEAR = "2009",
        PAGES = "441-448",
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        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "A New Performance Evaluation Method for Two-Class Imbalanced Problems",
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        YEAR = "2008",
        PAGES = "917-925",
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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",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "397-406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134590"}

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        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",
        PAGES = "II: 499-506",
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@inproceedings{bb138631,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Multi-class Pattern Classification in Imbalanced Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134592"}

@inproceedings{bb138632,
        AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
        TITLE = "Learning in imbalanced relational data",
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        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134593"}

@inproceedings{bb138633,
        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#TT134594"}

@inproceedings{bb138634,
        AUTHOR = "Nguyen, G.H. and Bouzerdoum, A. and Phung, S.L.",
        TITLE = "A supervised learning approach for imbalanced data sets",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134595"}

@inproceedings{bb138635,
        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#TT134596"}

@inproceedings{bb138636,
        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#TT134597"}

@inproceedings{bb138637,
        AUTHOR = "Cantador, I. and Dorronsoro, J.R.",
        TITLE = "Parallel Perceptrons, Activation Margins and Imbalanced Training Set
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        BOOKTITLE = IbPRIA05,
        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134598"}

@article{bb138638,
        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#TT134599"}

@inproceedings{bb138639,
        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#TT134600"}

@inproceedings{bb138640,
        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#TT134601"}

@article{bb138641,
        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#TT134602"}

@article{bb138642,
        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#TT134603"}

@article{bb138643,
        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#TT134604"}

@article{bb138644,
        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#TT134605"}

@article{bb138645,
        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#TT134606"}

@article{bb138646,
        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#TT134607"}

@article{bb138647,
        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#TT134608"}

@article{bb138648,
        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#TT134609"}

@article{bb138649,
        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#TT134610"}

@article{bb138650,
        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#TT134611"}

@article{bb138651,
        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#TT134612"}

@article{bb138652,
        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#TT134613"}

@article{bb138653,
        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#TT134614"}

@article{bb138654,
        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#TT134615"}

@article{bb138655,
        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#TT134616"}

@article{bb138656,
        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#TT134617"}

@inproceedings{bb138657,
        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#TT134618"}

@article{bb138658,
        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#TT134619"}

@article{bb138659,
        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#TT134620"}

@inproceedings{bb138660,
        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#TT134621"}

@article{bb138661,
        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#TT134622"}

@article{bb138662,
        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#TT134623"}

@article{bb138663,
        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#TT134624"}

@article{bb138664,
        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#TT134625"}

@article{bb138665,
        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#TT134626"}

@article{bb138666,
        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#TT134627"}

@article{bb138667,
        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#TT134628"}

@inproceedings{bb138668,
        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#TT134629"}

@article{bb138669,
        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#TT134630"}

@article{bb138670,
        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#TT134631"}

@article{bb138671,
        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#TT134632"}

@article{bb138672,
        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#TT134633"}

@article{bb138673,
        AUTHOR = "Vu, D.Q. and Phung, T.T.T. and Wang, J.C. and Mai, S.T.",
        TITLE = "LCSL: Long-Tailed Classification via Self-Labeling",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "12048-12058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134634"}

@article{bb138674,
        AUTHOR = "Bao, Y.X. and Kang, G.L. and Yang, L.L. and Duan, X.Y. and Zhao, B. and Zhang, B.C.",
        TITLE = "Normalizing Batch Normalization for Long-Tailed Recognition",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "209-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134635"}

@article{bb138675,
        AUTHOR = "Guo, C. and Chen, W.L. and Huang, A.P. and Zhao, T.S.",
        TITLE = "Prototype Alignment With Dedicated Experts for Test-Agnostic
Long-Tailed Recognition",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "455-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134636"}

@article{bb138676,
        AUTHOR = "Zhang, E. and Geng, C.X. and Chen, S.C.",
        TITLE = "Class-aware Universum Inspired re-balance learning for long-tailed
recognition",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134637"}

@article{bb138677,
        AUTHOR = "Chang, X.H. and Zhai, J.H. and Qiu, S.X. and Sun, Z.R.",
        TITLE = "Rebalanced supervised contrastive learning with prototypes for
long-tailed visual recognition",
        JOURNAL = CVIU,
        VOLUME = "252",
        YEAR = "2025",
        PAGES = "104291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134638"}

@article{bb138678,
        AUTHOR = "Wei, X.S. and Sun, X.H. and Shen, Y. and Wang, P.",
        TITLE = "Delving Deep into Simplicity Bias for Long-Tailed Image Recognition",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3349-3366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134639"}

@article{bb138679,
        AUTHOR = "Li, Z. and Zhao, H. and Gao, A.Z. and Guo, D.D. and Chang, T.H. and Wan, X.",
        TITLE = "Prototype-Oriented Clean Subset Extraction for Noisy Long-Tailed
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7953-7965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134640"}

@article{bb138680,
        AUTHOR = "Fan, S.N. and Chai, Z. and Fang, Z.J. and Pan, Y.Y. and Shen, H. and Cheng, X.Y. and Wu, Q.",
        TITLE = "MaxSwap-Enhanced Knowledge Consistency Learning for long-tailed
recognition",
        JOURNAL = IVC,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "105643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134641"}

@article{bb138681,
        AUTHOR = "Zhao, W. and Li, W. and Li, Y.H. and Yang, L. and Liang, Z. and Hu, E. and Zhang, W.D. and Yang, H.",
        TITLE = "Constructing Balanced Training Samples: A New Perspective on
Long-Tailed Classification",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "5130-5143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134642"}

@article{bb138682,
        AUTHOR = "Jin, L. and Lu, Z.Y. and Li, Z.C. and Pan, Y.H. and Dai, L.Q. and Tang, J.H. and Jain, R.",
        TITLE = "Causal Inference Hashing for Long-Tailed Image Retrieval",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5099-5114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134643"}

@article{bb138683,
        AUTHOR = "Deng, X. and Wang, X.L. and Sun, Y.F. and Zhao, X.S. and Tian, S. and Li, M.Q. and Wang, Y.P.",
        TITLE = "EIFA-KD: Explicit and implicit feature augmentation with knowledge
distillation for long-tailed visual data classification",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134644"}

@article{bb138684,
        AUTHOR = "Ren, N. and Li, X.S. and Wu, Y.X. and Fu, Y.",
        TITLE = "Bi-granularity balance learning for long-tailed image classification",
        JOURNAL = CVIU,
        VOLUME = "261",
        YEAR = "2025",
        PAGES = "104469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134645"}

@article{bb138685,
        AUTHOR = "Huang, Z.Y. and Tang, W.Z. and Zhang, H. and Yang, H.J.",
        TITLE = "A general aggregation federated learning intervention algorithm based
on do-calculus",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134646"}

@article{bb138686,
        AUTHOR = "Liu, J.X. and Liu, Z. and Wang, L.F. and Zhang, Z.",
        TITLE = "A Two-Stage Causal Intervention Framework for Long-Tailed SAR Target
Recognition",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8748-8762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134647"}

@article{bb138687,
        AUTHOR = "Xu, Z.Z. and Liu, R.K. and Chai, Z.H. and Qi, Y.Y. and Li, L. and Yang, H.Q. and Yuan, C.",
        TITLE = "Boosting Long-Tailed Recognition With Label Descriptor and Beyond",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "8618-8627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134648"}

@article{bb138688,
        AUTHOR = "Han, X.M. and Zhang, Y. and Ying, S.H. and Gao, Y.",
        TITLE = "Hypergraph-Based High-Order Correlation Analysis for Large-Scale
Long-Tailed Data Classification",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "270-282",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134649"}

@article{bb138689,
        AUTHOR = "Kim, S. and Kim, H.I. and Ro, Y.M.",
        TITLE = "Adaptive integration of textual context and visual embeddings for
underrepresented vision classification",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112420",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134650"}

@article{bb138690,
        AUTHOR = "Wu, Z. and Guo, K. and Ren, S. and Hu, B. and Zhu, X.Y. and Ding, R.",
        TITLE = "DBL: Dual-Level balanced learning for long-Tailed classification",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134651"}

@article{bb138691,
        AUTHOR = "Song, P.H. and Lin, L. and Yu, Y. and Yang, W.J. and Zheng, Q.H.",
        TITLE = "Supervised Contrastive Learning With Mixed Samples for Long-Tailed
Recognition",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4394-4398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134652"}

@article{bb138692,
        AUTHOR = "Zeng, W. and Li, M.",
        TITLE = "Dual-Scale Contrastive Distillation for Long-Tailed Visual
Recognition",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "71-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134653"}

@article{bb138693,
        AUTHOR = "Xiong, H.H. and Man, D.P. and Lv, J. and Xu, C. and Zeng, F. and Shi, Y.Y. and Lai, M.Z. and Yang, W.",
        TITLE = "Decoupling representation learning and classifier for long-tailed
adversarial training",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134654"}

@article{bb138694,
        AUTHOR = "Yang, M. and Zhou, Z.P. and Gong, W.",
        TITLE = "Revisiting the representation learning in long-tailed medical image
classification",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134655"}

@article{bb138695,
        AUTHOR = "Zhang, H. and He, T. and Li, Z.G. and Deng, Y.Y. and Feng, Y. and Yuan, D. and Yang, Y.F.",
        TITLE = "E2IGB: Enhanced effective-information-guided class-balanced loss for
long-tailed object recognition",
        JOURNAL = PR,
        VOLUME = "173",
        YEAR = "2026",
        PAGES = "112756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134656"}

@article{bb138696,
        AUTHOR = "Chen, J.H. and Chen, H. and Qin, B. and Li, J.G. and Wang, J.D. and Su, B.",
        TITLE = "Uniformity Preserving Transfer for Visual Prompt Tuning under
Long-tailed Distribution",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134657"}

@inproceedings{bb138697,
        AUTHOR = "Pathak, N. and Banerjee, A. and Biswas, S.",
        TITLE = "Semantic Prototype-Guided Sampling for Long-Tailed Generalized
Category Discovery",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "1804-1809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134658"}

@inproceedings{bb138698,
        AUTHOR = "Sidhu, M. and Chopra, H. and Blume, A. and Kim, J. and Reddy, R.G. and Ji, H.",
        TITLE = "Search and Detect: Training-Free Long Tail Object Detection via
Web-Image Retrieval",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15129-15138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134659"}

@inproceedings{bb138699,
        AUTHOR = "Jung, Y.G. and Park, J. and Yoon, J. and Peng, K.C. and Kim, W. and Teoh, A.B.J. and Camps, O.",
        TITLE = "TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy
Anomaly Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "25539-25548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT134660"}