@article{bb140900,
        AUTHOR = "Gutierrez Lopez, A. and Gonzalez Serrano, F.J. and Figueiras Vidal, A.R.",
        TITLE = "Optimum Bayesian thresholds for rebalanced classification problems
using class-switching ensembles",
        JOURNAL = PR,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "109158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136856"}

@article{bb140901,
        AUTHOR = "Naji, H.A.H. and Li, T.F. and Xue, Q.J. and Duan, X.D.",
        TITLE = "A Hypered Deep-Learning-Based Model of Hyperspectral Images
Generation and Classification for Imbalanced Data",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136857"}

@article{bb140902,
        AUTHOR = "Shaik, A.L.H.P. and Manoharan, M.K. and Pani, A.K. and Avala, R.R. and Chen, C.M.",
        TITLE = "Gaussian Mutation-Spider Monkey Optimization (GM-SMO) Model for
Remote Sensing Scene Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136858"}

@article{bb140903,
        AUTHOR = "van Duynhoven, A. and Dragicevic, S.",
        TITLE = "Mitigating Imbalance of Land Cover Change Data for Deep Learning
Models with Temporal and Spatiotemporal Sample Weighting Schemes",
        JOURNAL = IJGI,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136859"}

@article{bb140904,
        AUTHOR = "Cao, C.Z. and Liu, X. and Cao, S. and Shi, J.Q.",
        TITLE = "Joint classification and prediction of random curves using
heavy-tailed process functional regression",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136860"}

@article{bb140905,
        AUTHOR = "Wang, X.Y. and Jing, L.P. and Lyu, Y.L. and Guo, M.Z. and Wang, J.Q. and Liu, H.F. and Yu, J. and Zeng, T.Y.",
        TITLE = "Deep Generative Mixture Model for Robust Imbalance Classification",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2897-2912",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136861"}

@inproceedings{bb140906,
        AUTHOR = "Wang, X.Y. and Lyu, Y.L. and Jing, L.P.",
        TITLE = "Deep Generative Model for Robust Imbalance Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14112-14121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136862"}

@article{bb140907,
        AUTHOR = "Lazaro, M. and Figueiras Vidal, A.R.",
        TITLE = "Neural network for ordinal classification of imbalanced data by
minimizing a Bayesian cost",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136863"}

@article{bb140908,
        AUTHOR = "Wang, X.N. and Zhao, Y. and Li, C. and Ren, P.",
        TITLE = "ProbSAP: A comprehensive and high-performance system for student
academic performance prediction",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136864"}

@article{bb140909,
        AUTHOR = "Liu, Y.C. and Lai, K.W.C.",
        TITLE = "The Performance Index of Convolutional Neural Network-Based
Classifiers in Class Imbalance Problem",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136865"}

@article{bb140910,
        AUTHOR = "Xi, B. and Li, J.J. and Diao, Y. and Li, Y.S. and Li, Z. and Huang, Y. and Chanussot, J.",
        TITLE = "DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced
Hyperspectral Imagery",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1535-1548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136866"}

@article{bb140911,
        AUTHOR = "Chen, H. and Cheng, Y.",
        TITLE = "Travel Mode Choice Prediction Using Imbalanced Machine Learning",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3795-3808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136867"}

@article{bb140912,
        AUTHOR = "Wang, S. and Chen, H. and Ding, L. and Sui, H. and Ding, J.L.",
        TITLE = "GAN-SR Anomaly Detection Model Based on Imbalanced Data",
        JOURNAL = IEICE,
        VOLUME = "E106-D",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1209-1218",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136868"}

@article{bb140913,
        AUTHOR = "Rosales Perez, A. and Garcia, S. and Herrera, F.",
        TITLE = "Handling Imbalanced Classification Problems With Support Vector
Machines via Evolutionary Bilevel Optimization",
        JOURNAL = Cyber,
        VOLUME = "53",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4735-4747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136869"}

@article{bb140914,
        AUTHOR = "Deng, Y.X. and Ma, J.Y.",
        TITLE = "ReDFeat: Recoupling Detection and Description for Multimodal Feature
Learning",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "591-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136870"}

@article{bb140915,
        AUTHOR = "Kong, X.Y. and Wei, X. and Liu, X.Y. and Wang, J.J. and Xing, W.W. and Lu, W.",
        TITLE = "FGBC: Flexible graph-based balanced classifier for class-imbalanced
semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136871"}

@article{bb140916,
        AUTHOR = "Sun, J. and Zhou, J.K. and Liu, Q.",
        TITLE = "PoiseNet: Dealing With Data Imbalance in DensePose",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5664-5678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136872"}

@article{bb140917,
        AUTHOR = "Jabbari, H. and Bigdeli, N.",
        TITLE = "A new hierarchical algorithm based on CapsGAN for imbalanced image
classification",
        JOURNAL = IET-IPR,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "1",
        PAGES = "194-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136873"}

@article{bb140918,
        AUTHOR = "Farhadpour, S. and Warner, T.A. and Maxwell, A.E.",
        TITLE = "Selecting and Interpreting Multiclass Loss and Accuracy Assessment
Metrics for Classifications with Class Imbalance: Guidance and Best
Practices",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136874"}

@article{bb140919,
        AUTHOR = "Zhang, S.Y. and Chen, C. and Xie, Q. and Sun, H.G. and Dong, F. and Peng, S.",
        TITLE = "Distribution Unified and Probability Space Aligned Teacher-Student
Learning for Imbalanced Visual Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2414-2425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136875"}

@article{bb140920,
        AUTHOR = "Liu, H.F. and Sheng, M.M. and Sun, Z. and Yao, Y.Z. and Hua, X.S. and Shen, H.T.",
        TITLE = "Learning With Imbalanced Noisy Data by Preventing Bias in Sample
Selection",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "7426-7437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136876"}

@article{bb140921,
        AUTHOR = "Guo, X.Y. and Wei, X. and Zhang, S.L. and Lu, W. and Xing, W.W.",
        TITLE = "DCRP: Class-Aware Feature Diffusion Constraint and Reliable
Pseudo-Labeling for Imbalanced Semi-Supervised Learning",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "7146-7159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136877"}

@article{bb140922,
        AUTHOR = "Li, X.J. and Su, Y. and Yao, J.P. and Guo, Y. and Fan, S.",
        TITLE = "Factor annealing decoupling compositional training method for
imbalanced hyperspectral image classification",
        JOURNAL = IET-IPR,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "10",
        PAGES = "2553-2567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136878"}

@article{bb140923,
        AUTHOR = "Han, M.M. and Guo, H. and Wang, W.J.",
        TITLE = "A new data complexity measure for multi-class imbalanced
classification tasks",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136879"}

@article{bb140924,
        AUTHOR = "Pang, Y. and Peng, L.Z. and Zhang, H.B. and Chen, Z.X. and Yang, B.",
        TITLE = "Imbalanced ensemble learning leveraging a novel data-level diversity
metric",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136880"}

@article{bb140925,
        AUTHOR = "Liu, W.H. and Liu, X.B. and Li, H.Y. and Lin, C.C.",
        TITLE = "Contraction mapping of feature norms for data quality imbalance
learning",
        JOURNAL = PRL,
        VOLUME = "185",
        YEAR = "2024",
        PAGES = "232-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136881"}

@article{bb140926,
        AUTHOR = "Qu, A. and Wu, Q. and Yu, L. and Li, J. and Liu, J.",
        TITLE = "Class-Specific Thresholding for Imbalanced Semi-Supervised Learning",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2375-2379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136882"}

@article{bb140927,
        AUTHOR = "Xu, N. and Qiao, C.Y. and Zhao, Y.C. and Geng, X. and Zhang, M.L.",
        TITLE = "Variational Label Enhancement for Instance-Dependent Partial Label
Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "11298-11313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136883"}

@article{bb140928,
        AUTHOR = "Deng, H.W. and Zhang, W.J. and Zhang, M.L.",
        TITLE = "Instance-dependent label noise learning via separating style from
content",
        JOURNAL = PRL,
        VOLUME = "196",
        YEAR = "2025",
        PAGES = "9-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136884"}

@article{bb140929,
        AUTHOR = "Saadatmand, H. and Akbarzadeh T, M.R.",
        TITLE = "Many-Objective Jaccard-Based Evolutionary Feature Selection for
High-Dimensional Imbalanced Data Classification",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8820-8835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136885"}

@article{bb140930,
        AUTHOR = "Zhang, H.W. and Du, Q.Y. and Zhang, S. and Yang, R.F.",
        TITLE = "A Semantically Enhanced Label Prediction Method for Imbalanced POI
Data Category Distribution",
        JOURNAL = IJGI,
        VOLUME = "13",
        YEAR = "2024",
        NUMBER = "10",
        PAGES = "364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136886"}

@article{bb140931,
        AUTHOR = "Miftahushudur, T. and Sahin, H.M. and Grieve, B. and Yin, H.J.",
        TITLE = "A Survey of Methods for Addressing Imbalance Data Problems in
Agriculture Applications",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "3",
        PAGES = "454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136887"}

@article{bb140932,
        AUTHOR = "Wu, F.Y. and Liu, Z.G. and Zhang, Z.W. and Liu, J.X. and Wang, L.F.",
        TITLE = "Collaborative Global-Local Structure Network With Knowledge
Distillation for Imbalanced Data Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2450-2460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136888"}

@article{bb140933,
        AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Wen, M. and Li, L.L. and Ma, W.P. and Yang, S.Y. and Liu, X. and Chen, P.",
        TITLE = "Predicting and Enhancing the Fairness of DNNs With the Curvature of
Perceptual Manifolds",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3394-3411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136889"}

@article{bb140934,
        AUTHOR = "Ning, Z.H. and Guo, C. and Zhang, D.",
        TITLE = "Meta-distribution-based ensemble sampler for imbalanced
semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "111552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136890"}

@article{bb140935,
        AUTHOR = "Guo, E. and Wang, Z.C. and Zhao, Z. and Zhou, L.P.",
        TITLE = "Imbalanced Medical Image Segmentation With Pixel-Dependent Noisy
Labels",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2016-2027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136891"}

@article{bb140936,
        AUTHOR = "Moon, Y.B. and Nam, H.W. and Choi, W. and Kim, N. and Kwak, S. and Oh, T.H.",
        TITLE = "SYNAuG: Exploiting synthetic data for data imbalance problems",
        JOURNAL = PRL,
        VOLUME = "193",
        YEAR = "2025",
        PAGES = "115-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136892"}

@article{bb140937,
        AUTHOR = "Ding, H.W. and Huang, N. and Wu, Y.X. and Cui, X.H.",
        TITLE = "Improving imbalanced medical image classification through GAN-based
data augmentation methods",
        JOURNAL = PR,
        VOLUME = "166",
        YEAR = "2025",
        PAGES = "111680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136893"}

@article{bb140938,
        AUTHOR = "Naik, S.M. and Chakraborty, T. and Panja, M. and Hadid, A. and Chakraborty, B.",
        TITLE = "Skew-probabilistic neural networks for learning from imbalanced data",
        JOURNAL = PR,
        VOLUME = "165",
        YEAR = "2025",
        PAGES = "111677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136894"}

@article{bb140939,
        AUTHOR = "Yang, A. and Zhang, M. and Chen, H. and Li, T. and Liu, S. and Xu, X.Y.",
        TITLE = "tanh As a robust feature scaling method in training deep learning
models with imbalanced data",
        JOURNAL = PR,
        VOLUME = "167",
        YEAR = "2025",
        PAGES = "111746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136895"}

@article{bb140940,
        AUTHOR = "Chen, P.D. and Liu, Y. and Ren, Y. and Zhang, B. and Zhao, Y.",
        TITLE = "A Deep Learning-Based Solution to the Class Imbalance Problem in
High-Resolution Land Cover Classification",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "11",
        PAGES = "1845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136896"}

@article{bb140941,
        AUTHOR = "Hou, Z. and Yu, B. and Wang, C. and Zhan, Y.B. and Tao, D.C.",
        TITLE = "Learning to Explore Sample Relationships",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5445-5459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136897"}

@article{bb140942,
        AUTHOR = "Huang, Z. and Tian, P.Y. and Zhu, H. and Guo, P. and Li, X.T.",
        TITLE = "A Dual-Branch Network for Intra-Class Diversity Extraction in
Panchromatic and Multispectral Classification",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "12",
        PAGES = "1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136898"}

@article{bb140943,
        AUTHOR = "Zhao, Y. and Hao, K.R. and Gu, C.C. and Wei, B. and Guan, X.P.",
        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#TT136899"}

@article{bb140944,
        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
mechanisms for k-Nearest Neighbor classification in noisy scenarios",
        JOURNAL = PR,
        VOLUME = "169",
        YEAR = "2026",
        PAGES = "111884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136900"}

@article{bb140945,
        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
genetic programming",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136901"}

@article{bb140946,
        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#TT136902"}

@article{bb140947,
        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#TT136903"}

@article{bb140948,
        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#TT136904"}

@article{bb140949,
        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#TT136905"}

@article{bb140950,
        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#TT136906"}

@article{bb140951,
        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#TT136907"}

@article{bb140952,
        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
Localization",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "639-656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136908"}

@article{bb140953,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136909"}

@article{bb140954,
        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
selective mixup augmentation",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112749",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136910"}

@article{bb140955,
        AUTHOR = "Kang, N. and Lee, K. and Im, J.",
        TITLE = "Calibrated mixup for imbalanced regression on tabular data",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136911"}

@article{bb140956,
        AUTHOR = "Tanveer, M. and Mishra, A. and Sajid, M. and Quadir, A.",
        TITLE = "BLS-CIL: Class Imbalance Broad Learning System via Dual Weighting and
Layer Trimming",
        JOURNAL = PR,
        VOLUME = "174",
        YEAR = "2026",
        PAGES = "112940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136912"}

@article{bb140957,
        AUTHOR = "Liu, X.Y. and Luo, Y. and Yi, Y. and Zhang, J.P. and Gao, X. and Zhuang, X.H.",
        TITLE = "Cross-Supervision Similarity Network for Medical Image Classification
on Imbalanced Small Datasets",
        JOURNAL = MedImg,
        VOLUME = "45",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2429-2442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136913"}

@article{bb140958,
        AUTHOR = "Pan, Y.Z. and Chen, M.H. and Xu, W.H.",
        TITLE = "An overlap-driven feature selection via volume-aware
separability-consistency index for imbalanced classification",
        JOURNAL = PR,
        VOLUME = "180",
        YEAR = "2026",
        PAGES = "113972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136914"}

@inproceedings{bb140959,
        AUTHOR = "Dong, Z.J. and Wu, Y.L. and Chen, C.Y. and Zou, Y.T. and Zhang, Y. and Zhou, J.H.",
        TITLE = "Improve Representation for Imbalanced Regression through Geometric
Constraints",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "5082-5091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136915"}

@inproceedings{bb140960,
        AUTHOR = "Chen, W.X. and Yeh, R.A. and Mou, S.S. and Gu, Y.",
        TITLE = "Leveraging Perturbation Robustness to Enhance Out-of-Distribution
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4724-4733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136916"}

@inproceedings{bb140961,
        AUTHOR = "Ling, Z.W. and Chang, Y. and Zhao, H.L. and Zhao, X. and Chow, K. and Deng, S.",
        TITLE = "CADRef: Robust Out-of-Distribution Detection via Class-Aware
Decoupled Relative Feature Leveraging",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4968-4977",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136917"}

@inproceedings{bb140962,
        AUTHOR = "Tang, K. and Hou, C. and Peng, W.L. and Fang, X. and Wu, Z. and Nie, Y.W. and Wang, W.P. and Tian, Z.H.",
        TITLE = "Simplification Is All You Need against Out-of-Distribution
Overconfidence",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "5030-5040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136918"}

@inproceedings{bb140963,
        AUTHOR = "Song, M.Y. and Qu, X.Y. and Zhou, J.W. and Cheng, Y.",
        TITLE = "From Head to Tail: Towards Balanced Representation in Large
Vision-Language Models through Adaptive Data Calibration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "9434-9444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136919"}

@inproceedings{bb140964,
        AUTHOR = "Li, Y.C. and Kang, J.M. and Kim, I.M.",
        TITLE = "Beyond Clean Training Data: A Versatile and Model-Agnostic Framework
for Out-of-Distribution Detection with Contaminated Training Data",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10183-10192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136920"}

@inproceedings{bb140965,
        AUTHOR = "Li, S. and Gong, H.X. and Dong, H. and Yang, T. and Tu, Z.Z. and Zhao, Y.",
        TITLE = "DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10193-10202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136921"}

@inproceedings{bb140966,
        AUTHOR = "Mildenberger, D. and Hager, P. and Rueckert, D. and Menten, M.J.",
        TITLE = "A Tale of Two Classes: Adapting Supervised Contrastive Learning to
Binary Imbalanced Datasets",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10305-10314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136922"}

@inproceedings{bb140967,
        AUTHOR = "Zhang, X.X. and Li, J.S. and Chu, W.J. and Hai, J.J. and Xu, R.Z. and Yang, Y.Q. and Guan, S. and Xu, J.Z. and Jing, L.P. and Cui, P.",
        TITLE = "On the Out-Of-Distribution Generalization of Large Multimodal Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10315-10326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136923"}

@inproceedings{bb140968,
        AUTHOR = "Xu, Z. and Xiang, X. and Liang, Y.F.",
        TITLE = "Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15402-15412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136924"}

@inproceedings{bb140969,
        AUTHOR = "Liu, Y.H. and Zhao, W.J. and Guo, Y.H.",
        TITLE = "H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15413-15423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136925"}

@inproceedings{bb140970,
        AUTHOR = "Liu, L. and Qin, Y.",
        TITLE = "Detecting Out-of-distribution through the Lens of Neural Collapse",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15424-15433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136926"}

@inproceedings{bb140971,
        AUTHOR = "Wallin, E. and Kahl, F. and Hammarstrand, L.",
        TITLE = "ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification
via Multi-Depth Networks",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20612-20621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136927"}

@inproceedings{bb140972,
        AUTHOR = "Tian, Z.C. and Liu, Y.Y. and Sun, Q.",
        TITLE = "Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23037-23047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136928"}

@inproceedings{bb140973,
        AUTHOR = "Smadar, Y. and Hoogi, A.",
        TITLE = "Dynamic Group Normalization: Spatio-Temporal Adaptation to Evolving
Data Statistics",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30167-30177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136929"}

@inproceedings{bb140974,
        AUTHOR = "Li, J.L. and Bao, L.Q. and Zhang, W.Z.",
        TITLE = "Imbalanced data classification method based on an improved fruit fly
optimization algorithm and Adaboost",
        BOOKTITLE = ICIVC24,
        YEAR = "2024",
        PAGES = "210-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136930"}

@inproceedings{bb140975,
        AUTHOR = "Cetinkaya, B. and Kalkan, S. and Akbas, E.",
        TITLE = "RankED: Addressing Imbalance and Uncertainty in Edge Detection Using
Ranking-based Losses",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3239-3249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136931"}

@inproceedings{bb140976,
        AUTHOR = "Lemkhenter, A. and Wang, M. and Zancato, L. and Swaminathan, G. and Favaro, P. and Modolo, D.",
        TITLE = "SemiGPC: Distribution-Aware Label Refinement for Imbalanced
Semi-Supervised Learning Using Gaussian Processes",
        BOOKTITLE = L3D-IVU24,
        YEAR = "2024",
        PAGES = "2576-2585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136932"}

@inproceedings{bb140977,
        AUTHOR = "Park, T. and Lee, H. and Kim, H.",
        TITLE = "Rebalancing Using Estimated Class Distribution for Imbalanced
Semi-supervised Learning Under Class Distribution Mismatch",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXII: 388-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136933"}

@inproceedings{bb140978,
        AUTHOR = "Lee, H. and Kim, H.",
        TITLE = "CDMAD: Class-Distribution-Mismatch-Aware Debiasing for
Class-Imbalanced Semi-Supervised Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23891-23900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136934"}

@inproceedings{bb140979,
        AUTHOR = "Ye, C.K. and Tsuchida, R. and Petersson, L. and Barnes, N.M.",
        TITLE = "Label Shift Estimation for Class-Imbalance Problem:
A Bayesian Approach",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1062-1071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136935"}

@inproceedings{bb140980,
        AUTHOR = "Dixit, A. and Mani, A.",
        TITLE = "GeometricSMOTE-Enhanced Deep Gaussian Mixture Models for Imbalanced
Data Classification",
        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136936"}

@inproceedings{bb140981,
        AUTHOR = "Zhao, Y. and Wang, N.",
        TITLE = "Parameter selection of Gaussian kernel for cost-sensitive support
vector machines in imbalanced data classification",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "243-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136937"}

@inproceedings{bb140982,
        AUTHOR = "Zhou, Y.X. and Qu, Y. and Xu, X. and Shen, H.T.",
        TITLE = "ImbSAM: A Closer Look at Sharpness-Aware Minimization in
Class-Imbalanced Recognition",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11311-11321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136938"}

@inproceedings{bb140983,
        AUTHOR = "Mei, S.B. and Zhao, C.L. and Yuan, S.C. and Ni, B.B.",
        TITLE = "Exploring and Utilizing Pattern Imbalance",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7569-7578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136939"}

@inproceedings{bb140984,
        AUTHOR = "Lim, J. and Kim, Y.D. and Kim, B. and Ahn, C. and Shin, J. and Yang, E. and Han, S.",
        TITLE = "BiasAdv: Bias-Adversarial Augmentation for Model Debiasing",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3832-3841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136940"}

@inproceedings{bb140985,
        AUTHOR = "Penarrubia, C. and Valero Mas, J.J. and Gallego, A.J. and Calvo Zaragoza, J.",
        TITLE = "Addressing Class Imbalance in Multilabel Prototype Generation for
k-nearest Neighbor Classification",
        BOOKTITLE = IbPRIA23,
        YEAR = "2023",
        PAGES = "15-27",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136941"}

@inproceedings{bb140986,
        AUTHOR = "Jaiswal, A. and Chen, T.L. and Rousseau, J.F. and Peng, Y.F. and Ding, Y. and Wang, Z.Y.",
        TITLE = "Attend Who is Weak: Pruning-assisted Medical Image Localization under
Sophisticated and Implicit Imbalances",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4976-4985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136942"}

@inproceedings{bb140987,
        AUTHOR = "Lazarow, J. and Sohn, K. and Lee, C.Y. and Li, C.L. and Zhang, Z.Z. and Pfister, T.",
        TITLE = "Unifying Distribution Alignment as a Loss for Imbalanced
Semi-supervised Learning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5633-5642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136943"}

@inproceedings{bb140988,
        AUTHOR = "Nagy, G. and Krishnamoorthy, M.",
        TITLE = "One-Against-All Halfplane Dichotomies",
        BOOKTITLE = SSSPR22,
        YEAR = "2022",
        PAGES = "183-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136944"}

@inproceedings{bb140989,
        AUTHOR = "Nagy, G. and Krishnamoorthy, M.",
        TITLE = "MeFirst ranking and multiple dichotomies:
Via Linear Programming and Neural Networks",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "550-556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136945"}

@inproceedings{bb140990,
        AUTHOR = "Ye, C.K. and Barnes, N.M. and Petersson, L. and Tsuchida, R.",
        TITLE = "Efficient Gaussian Process Model on Class-Imbalanced Datasets for
Generalized Zero-Shot Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2078-2085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136946"}

@inproceedings{bb140991,
        AUTHOR = "Riera, C.B. and Terrades, O.R.",
        TITLE = "Discriminative Neural Variational Model for Unbalanced Classification
Tasks in Knowledge Graph",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2186-2191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136947"}

@inproceedings{bb140992,
        AUTHOR = "Zhang, Y.P. and Zhou, Y. and Liu, S.H. and Zhang, W.X. and Xiao, M. and Shang, X.Q.",
        TITLE = "WeStcoin: Weakly-Supervised Contextualized Text Classification with
Imbalance and Noisy Labels",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2451-2457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136948"}

@inproceedings{bb140993,
        AUTHOR = "Shao, Y.G. and Sun, Y.Y. and Guan, H.J.",
        TITLE = "Dual Self-Paced SMOTE for Imbalanced Data",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3083-3089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136949"}

@inproceedings{bb140994,
        AUTHOR = "Escudero Vinolo, M. and Lopez Cifuentes, A.",
        TITLE = "CCL: Class-Wise Curriculum Learning for Class Imbalance Problems",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1476-1480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136950"}

@inproceedings{bb140995,
        AUTHOR = "Zhang, J. and Zhang, L. and Li, G. and Wu, C.",
        TITLE = "Adversarial Examples for Good:
Adversarial Examples Guided Imbalanced Learning",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "136-140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136951"}

@inproceedings{bb140996,
        AUTHOR = "Xu, Y. and Li, Y.L. and Li, J.F. and Lu, C.",
        TITLE = "Constructing Balance from Imbalance for Long-Tailed Image Recognition",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:38-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136952"}

@inproceedings{bb140997,
        AUTHOR = "Ahmadzadeh, A. and Angryk, R.A.",
        TITLE = "Measuring Class-Imbalance Sensitivity of Deterministic Performance
Evaluation Metrics",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "51-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136953"}

@inproceedings{bb140998,
        AUTHOR = "Zhao, Z. and Zhou, L.P. and Duan, Y. and Wang, L. and Qi, L. and Shi, Y.H.",
        TITLE = "DC-SSL: Addressing Mismatched Class Distribution in Semi-Supervised
Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9747-9755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136954"}

@inproceedings{bb140999,
        AUTHOR = "Fan, Y. and Dai, D.X. and Kukleva, A. and Schiele, B.",
        TITLE = "CoSSL: Co-Learning of Representation and Classifier for Imbalanced
Semi-Supervised Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14554-14564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT136955"}