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TITLE = "Distribution Learning Based on Evolutionary Algorithm-Assisted Deep
Neural Networks for Imbalanced Image Classification",
JOURNAL = Cyber,
VOLUME = "55",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "3723-3736",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133763"}
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AUTHOR = "Valero Mas, J.J. and Penarrubia, C. and Castellanos, F.J. and Gallego, A.J. and Calvo Zaragoza, J.",
TITLE = "Insights into imbalance-aware Multilabel Prototype Generation
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JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133764"}
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AUTHOR = "Lin, Z. and Xu, Y. and Liu, K. and Chen, L.Y.",
TITLE = "MDGP-forest: A novel deep forest for multi-class imbalanced learning
based on multi-class disassembly and feature construction enhanced by
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JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133765"}
@article{bb137803,
AUTHOR = "McKenney, M. and Tucek, D.",
TITLE = "Statistical Depth Measures in Density-Based Clustering with Automatic
Adjustment for Skewed Data",
JOURNAL = IJGI,
VOLUME = "14",
YEAR = "2025",
NUMBER = "8",
PAGES = "298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133766"}
@article{bb137804,
AUTHOR = "Rong, X. and Solo, V.",
TITLE = "Asymptotic Classification Error for Heavy-Tailed Renewal Processes",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3769-3773",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133767"}
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AUTHOR = "Wang, Y. and Chang, Y.K. and Qin, Y. and Zhao, Y. and Wei, S.",
TITLE = "Unbiased Sample Selection and Label Improvement for Mitigating Noisy
Labels in Class-Imbalanced Datasets",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "10070-10082",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133768"}
@article{bb137806,
AUTHOR = "Qezelbash Chamak, J. and Hicklin, K. and Kim, M.",
TITLE = "KANBalance: Kolmogorov-Arnold network mitigates class imbalance",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112325",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133769"}
@article{bb137807,
AUTHOR = "Li, M.Y. and Zhou, X.L. and Wu, O.",
TITLE = "Delving Into the Training Dynamics for Image Classification",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6783-6798",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133770"}
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AUTHOR = "Quan, Y. and Zhang, D. and Tang, J.H.",
TITLE = "Generalized Concordant Vision Transformer With Masked Image Tokens
for Object Detection",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10616-10631",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133771"}
@article{bb137809,
AUTHOR = "Wang, Z. and Xu, Q.Q. and Yang, Z.Y. and Xu, Z.K. and Zhang, L.C. and Cao, X.C. and Huang, Q.M.",
TITLE = "A Unified Perspective for Loss-Oriented Imbalanced Learning via
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JOURNAL = PAMI,
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YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "639-656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133772"}
@article{bb137810,
AUTHOR = "Cavazos, J.S.",
TITLE = "PET-TURTLE: Deep Unsupervised Support Vector Machines for Imbalanced
Data Clusters",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "91-95",
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AUTHOR = "Qin, J. and Sun, Q.Y. and Xu, L. and Ji, C. and Li, J.X.",
TITLE = "IMMix: Class-Imbalanced node classification via prototypical
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YEAR = "2026",
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AUTHOR = "Kang, N. and Lee, K. and Im, J.",
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JOURNAL = PR,
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YEAR = "2026",
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BOOKTITLE = CVPR25,
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AUTHOR = "Li, Y.C. and Kang, J.M. and Kim, I.M.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT133783"}
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Class-Imbalanced Recognition",
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@inproceedings{bb137841,
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@inproceedings{bb137845,
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@inproceedings{bb137848,
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@inproceedings{bb137851,
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@inproceedings{bb137852,
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@inproceedings{bb137853,
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@inproceedings{bb137854,
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@inproceedings{bb137856,
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@inproceedings{bb137857,
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TITLE = "eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning",
BOOKTITLE = CAIP21,
YEAR = "2021",
PAGES = "I:322-331",
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@inproceedings{bb137862,
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TITLE = "RSG: A Simple but Effective Module for Learning Imbalanced Datasets",
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@inproceedings{bb137864,
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",
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@inproceedings{bb137865,
AUTHOR = "He, C. and Wang, R.P. and Chen, X.L.",
TITLE = "A Tale of Two CILs: The Connections between Class Incremental
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BOOKTITLE = CLVision21,
YEAR = "2021",
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@inproceedings{bb137866,
AUTHOR = "Patashnik, O. and Danon, D. and Zhang, H. and Cohen Or, D.",
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BOOKTITLE = LLID21,
YEAR = "2021",
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@inproceedings{bb137867,
AUTHOR = "Kim, B. and Hong, H.G. and Kim, J.",
TITLE = "De-biasing Neural Networks with Estimated Offset for Class Imbalanced
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BOOKTITLE = WACV21,
YEAR = "2021",
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@inproceedings{bb137868,
AUTHOR = "Kocaman, V. and Shir, O.M. and Back, T.",
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BOOKTITLE = ISVC21,
YEAR = "2021",
PAGES = "II:81-93",
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AUTHOR = "Kocaman, V. and Shir, O.M. and Back, T.",
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BOOKTITLE = ICPR21,
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@inproceedings{bb137870,
AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
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BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9920-9927",
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AUTHOR = "Beltran, L.V.B. and Coustaty, M. and Journet, N. and Caicedo, J.C. and Doucet, A.",
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BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9219-9226",
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@inproceedings{bb137872,
AUTHOR = "Sicilia, R. and Cordelli, E. and Soda, P.",
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BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6181-6188",
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@inproceedings{bb137873,
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#TT133836"}
@inproceedings{bb137874,
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#TT133837"}
@inproceedings{bb137875,
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",
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@inproceedings{bb137876,
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",
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TITLE = "Learning to Segment the Tail",
BOOKTITLE = CVPR20,
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AUTHOR = "Kim, J. and Jeong, J. and Shin, J.",
TITLE = "M2m: Imbalanced Classification via Major-to-Minor Translation",
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YEAR = "2020",
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AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
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Bias in Deep Image Representations",
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