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        TITLE = "Instance-dependent label noise learning via separating style from
content",
        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134861"}

@article{bb138901,
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        TITLE = "Many-Objective Jaccard-Based Evolutionary Feature Selection for
High-Dimensional Imbalanced Data Classification",
        JOURNAL = PAMI,
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        PAGES = "8820-8835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134862"}

@article{bb138902,
        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#TT134863"}

@article{bb138903,
        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",
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        YEAR = "2025",
        NUMBER = "3",
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@article{bb138904,
        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#TT134865"}

@article{bb138905,
        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,
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        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3394-3411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134866"}

@article{bb138906,
        AUTHOR = "Ning, Z.H. and Guo, C. and Zhang, D.",
        TITLE = "Meta-distribution-based ensemble sampler for imbalanced
semi-supervised learning",
        JOURNAL = PR,
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134867"}

@article{bb138907,
        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,
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        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2016-2027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134868"}

@article{bb138908,
        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",
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        YEAR = "2025",
        PAGES = "115-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134869"}

@article{bb138909,
        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,
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134870"}

@article{bb138910,
        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,
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        YEAR = "2025",
        PAGES = "111677",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134871"}

@article{bb138911,
        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,
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        YEAR = "2025",
        PAGES = "111746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134872"}

@article{bb138912,
        AUTHOR = "Chen, P. 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,
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        NUMBER = "11",
        PAGES = "1845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134873"}

@article{bb138913,
        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,
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        NUMBER = "7",
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        PAGES = "5445-5459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134874"}

@article{bb138914,
        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,
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        NUMBER = "12",
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@article{bb138915,
        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,
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        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3723-3736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134876"}

@article{bb138916,
        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",
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        YEAR = "2026",
        PAGES = "111884",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134877"}

@article{bb138917,
        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",
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        YEAR = "2026",
        PAGES = "112070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134878"}

@article{bb138918,
        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#TT134879"}

@article{bb138919,
        AUTHOR = "Rong, X. and Solo, V.",
        TITLE = "Asymptotic Classification Error for Heavy-Tailed Renewal Processes",
        JOURNAL = SPLetters,
        VOLUME = "32",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134880"}

@article{bb138920,
        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#TT134881"}

@article{bb138921,
        AUTHOR = "Qezelbash Chamak, J. and Hicklin, K. and Kim, M.",
        TITLE = "KANBalance: Kolmogorov-Arnold network mitigates class imbalance",
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        YEAR = "2026",
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@article{bb138922,
        AUTHOR = "Li, M.Y. and Zhou, X.L. and Wu, O.",
        TITLE = "Delving Into the Training Dynamics for Image Classification",
        JOURNAL = IP,
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@article{bb138923,
        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",
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        NUMBER = "11",
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        PAGES = "10616-10631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134884"}

@article{bb138924,
        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.",
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        NUMBER = "1",
        MONTH = "January",
        PAGES = "639-656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134885"}

@article{bb138925,
        AUTHOR = "Cavazos, J.S.",
        TITLE = "PET-TURTLE: Deep Unsupervised Support Vector Machines for Imbalanced
Data Clusters",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134886"}

@article{bb138926,
        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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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134887"}

@article{bb138927,
        AUTHOR = "Kang, N. and Lee, K. and Im, J.",
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        AUTHOR = "Dong, Z.J. and Wu, Y.L. and Chen, C.Y. and Zou, Y.T. and Zhang, Y. and Zhou, J.H.",
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        BOOKTITLE = CVPR25,
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        PAGES = "5082-5091",
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@inproceedings{bb138930,
        AUTHOR = "Chen, W.X. and Yeh, R.A. and Mou, S.S. and Gu, Y.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134891"}

@inproceedings{bb138931,
        AUTHOR = "Ling, Z.W. and Chang, Y. and Zhao, H.L. and Zhao, X. and Chow, K. and Deng, S.",
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134892"}

@inproceedings{bb138932,
        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.",
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        YEAR = "2025",
        PAGES = "5030-5040",
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@inproceedings{bb138933,
        AUTHOR = "Song, M.Y. and Qu, X.Y. and Zhou, J.W. and Cheng, Y.",
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Vision-Language Models through Adaptive Data Calibration",
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        YEAR = "2025",
        PAGES = "9434-9444",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134894"}

@inproceedings{bb138934,
        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#TT134895"}

@inproceedings{bb138935,
        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
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134896"}

@inproceedings{bb138936,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134897"}

@inproceedings{bb138937,
        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.",
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10315-10326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134898"}

@inproceedings{bb138938,
        AUTHOR = "Xu, Z. and Xiang, X. and Liang, Y.F.",
        TITLE = "Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134899"}

@inproceedings{bb138939,
        AUTHOR = "Liu, Y.H. and Zhao, W.J. and Guo, Y.H.",
        TITLE = "H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15413-15423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134900"}

@inproceedings{bb138940,
        AUTHOR = "Liu, L. and Qin, Y.",
        TITLE = "Detecting Out-of-distribution through the Lens of Neural Collapse",
        BOOKTITLE = CVPR25,
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        PAGES = "15424-15433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134901"}

@inproceedings{bb138941,
        AUTHOR = "Wallin, E. and Kahl, F. and Hammarstrand, L.",
        TITLE = "ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20612-20621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134902"}

@inproceedings{bb138942,
        AUTHOR = "Tian, Z.C. and Liu, Y.Y. and Sun, Q.",
        TITLE = "Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning",
        BOOKTITLE = CVPR25,
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        PAGES = "23037-23047",
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@inproceedings{bb138943,
        AUTHOR = "Smadar, Y. and Hoogi, A.",
        TITLE = "Dynamic Group Normalization: Spatio-Temporal Adaptation to Evolving
Data Statistics",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
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@inproceedings{bb138944,
        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#TT134905"}

@inproceedings{bb138945,
        AUTHOR = "Cetinkaya, B. and Kalkan, S. and Akbas, E.",
        TITLE = "RankED: Addressing Imbalance and Uncertainty in Edge Detection Using
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        BOOKTITLE = CVPR24,
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@inproceedings{bb138946,
        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
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134907"}

@inproceedings{bb138947,
        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",
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@inproceedings{bb138948,
        AUTHOR = "Lee, H. and Kim, H.",
        TITLE = "CDMAD: Class-Distribution-Mismatch-Aware Debiasing for
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@inproceedings{bb138949,
        AUTHOR = "Ye, C.K. and Tsuchida, R. and Petersson, L. and Barnes, N.M.",
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        BOOKTITLE = WACV24,
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@inproceedings{bb138950,
        AUTHOR = "Dixit, A. and Mani, A.",
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        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134911"}

@inproceedings{bb138951,
        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",
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@inproceedings{bb138952,
        AUTHOR = "Zhou, Y.X. and Qu, Y. and Xu, X. and Shen, H.T.",
        TITLE = "ImbSAM: A Closer Look at Sharpness-Aware Minimization in
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11311-11321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134913"}

@inproceedings{bb138953,
        AUTHOR = "Mei, S.B. and Zhao, C.L. and Yuan, S.C. and Ni, B.B.",
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        BOOKTITLE = CVPR23,
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@inproceedings{bb138954,
        AUTHOR = "Lim, J. and Kim, Y. and Kim, B. and Ahn, C. and Shin, J. and Yang, E. and Han, S.",
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@inproceedings{bb138955,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134916"}

@inproceedings{bb138956,
        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#TT134917"}

@inproceedings{bb138957,
        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#TT134918"}

@inproceedings{bb138958,
        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#TT134919"}

@inproceedings{bb138959,
        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#TT134920"}

@inproceedings{bb138960,
        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#TT134921"}

@inproceedings{bb138961,
        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#TT134922"}

@inproceedings{bb138962,
        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#TT134923"}

@inproceedings{bb138963,
        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#TT134924"}

@inproceedings{bb138964,
        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#TT134925"}

@inproceedings{bb138965,
        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#TT134926"}

@inproceedings{bb138966,
        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#TT134927"}

@inproceedings{bb138967,
        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#TT134928"}

@inproceedings{bb138968,
        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#TT134929"}

@inproceedings{bb138969,
        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#TT134930"}

@inproceedings{bb138970,
        AUTHOR = "Yu, S. and Guo, J.F. and Zhang, R.Q. and Fan, Y.X. and Wang, Z.Z. and Cheng, X.Q.",
        TITLE = "A Re-Balancing Strategy for Class-Imbalanced Classification Based on
Instance Difficulty",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "70-79",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134931"}

@inproceedings{bb138971,
        AUTHOR = "Singh, G. and Chu, L.Y. and Wang, L. and Pei, J. and Tian, Q. and Zhang, Y.",
        TITLE = "Mining Minority-Class Examples with Uncertainty Estimates",
        BOOKTITLE = MMMod22,
        YEAR = "2022",
        PAGES = "I:258-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134932"}

@inproceedings{bb138972,
        AUTHOR = "Zhang, Y.K. and Wang, Q.W. and Zhan, D.C. and Ye, H.J.",
        TITLE = "Learning Debiased Representations via Conditional Attribute
Interpolation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7599-7608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134933"}

@inproceedings{bb138973,
        AUTHOR = "Ye, H.J. and Zhan, D.C. and Chao, W.L.",
        TITLE = "Procrustean Training for Imbalanced Deep Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "92-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134934"}

@inproceedings{bb138974,
        AUTHOR = "Park, S. and Lim, J. and Jeon, Y. and Choi, J.Y.",
        TITLE = "Influence-Balanced Loss for Imbalanced Visual Classification",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "715-724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134935"}

@inproceedings{bb138975,
        AUTHOR = "Wang, Z.Y. and Duan, T.H. and Fang, L. and Suo, Q.L. and Gao, M.C.",
        TITLE = "Meta Learning on a Sequence of Imbalanced Domains with Difficulty
Awareness",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "8927-8937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134936"}

@inproceedings{bb138976,
        AUTHOR = "Kang, H.Y. and Vu, T. and Yoo, C.D.",
        TITLE = "Learning Imbalanced Datasets With Maximum Margin Loss",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1269-1273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134937"}

@inproceedings{bb138977,
        AUTHOR = "Okerinde, A. and Hsu, W. and Theis, T. and Nafi, N. and Shamir, L.",
        TITLE = "eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning",
        BOOKTITLE = CAIP21,
        YEAR = "2021",
        PAGES = "I:322-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134938"}

@inproceedings{bb138978,
        AUTHOR = "Wei, C. and Sohn, K. and Mellina, C. and Yuille, A.L. and Yang, F.",
        TITLE = "CReST: A Class-Rebalancing Self-Training Framework for Imbalanced
Semi-Supervised Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10852-10861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134939"}

@inproceedings{bb138979,
        AUTHOR = "Wang, J.F. and Lukasiewicz, T. and Hu, X.L. and Cai, J.F. and Xu, Z.H.",
        TITLE = "RSG: A Simple but Effective Module for Learning Imbalanced Datasets",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3783-3792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134940"}

@inproceedings{bb138980,
        AUTHOR = "Duarte, K. and Rawat, Y. and Shah, M.",
        TITLE = "PLM: Partial Label Masking for Imbalanced Multi-label Classification",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2733-2742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134941"}

@inproceedings{bb138981,
        AUTHOR = "He, C. and Wang, R.P. and Chen, X.L.",
        TITLE = "A Tale of Two CILs: The Connections between Class Incremental
Learning and Class Imbalanced Learning, and Beyond",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3554-3564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134942"}

@inproceedings{bb138982,
        AUTHOR = "Patashnik, O. and Danon, D. and Zhang, H. and Cohen Or, D.",
        TITLE = "BalaGAN: Cross-Modal Image Translation Between Imbalanced Domains",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2653-2661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134943"}

@inproceedings{bb138983,
        AUTHOR = "Kim, B. and Hong, H.G. and Kim, J.",
        TITLE = "De-biasing Neural Networks with Estimated Offset for Class Imbalanced
Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1478-1486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134944"}

@inproceedings{bb138984,
        AUTHOR = "Kocaman, V. and Shir, O.M. and Back, T.",
        TITLE = "The Unreasonable Effectiveness of the Final Batch Normalization Layer",
        BOOKTITLE = ISVC21,
        YEAR = "2021",
        PAGES = "II:81-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134945"}

@inproceedings{bb138985,
        AUTHOR = "Kocaman, V. and Shir, O.M. and Back, T.",
        TITLE = "Improving Model Accuracy for Imbalanced Image Classification Tasks by
Adding a Final Batch Normalization Layer: An Empirical Study",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10404-10411",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134946"}

@inproceedings{bb138986,
        AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
        TITLE = "Minority Class Oriented Active Learning for Imbalanced Datasets",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9920-9927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134947"}

@inproceedings{bb138987,
        AUTHOR = "Beltran, L.V.B. and Coustaty, M. and Journet, N. and Caicedo, J.C. and Doucet, A.",
        TITLE = "Multi-Attribute Learning With Highly Imbalanced Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9219-9226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134948"}

@inproceedings{bb138988,
        AUTHOR = "Sicilia, R. and Cordelli, E. and Soda, P.",
        TITLE = "Categorizing the feature space for two-class imbalance learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6181-6188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134949"}

@inproceedings{bb138989,
        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#TT134950"}

@inproceedings{bb138990,
        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#TT134951"}

@inproceedings{bb138991,
        AUTHOR = "Huang, H. and Saito, S. and Kikuchi, Y. and Matsumoto, E. and Tang, W. and Yu, P.S.",
        TITLE = "Addressing Class Imbalance in Scene Graph Parsing by Learning to
Contrast and Score",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:461-477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134952"}

@inproceedings{bb138992,
        AUTHOR = "Dutta, T. and Singh, A. and Biswas, S.",
        TITLE = "Adaptive Margin Diversity Regularizer for Handling Data Imbalance in
Zero-Shot SBIR",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "V:349-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134953"}

@inproceedings{bb138993,
        AUTHOR = "Hu, X.T. and Jiang, Y. and Tang, K.H. and Chen, J.Y. and Miao, C.Y. and Zhang, H.W.",
        TITLE = "Learning to Segment the Tail",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14042-14051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134954"}

@inproceedings{bb138994,
        AUTHOR = "Kim, J. and Jeong, J. and Shin, J.",
        TITLE = "M2m: Imbalanced Classification via Major-to-Minor Translation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13893-13902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134955"}

@inproceedings{bb138995,
        AUTHOR = "Aggarwal, U. and Popescu, A. and Hudelot, C.",
        TITLE = "Active Learning for Imbalanced Datasets",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1417-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134956"}

@inproceedings{bb138996,
        AUTHOR = "Wang, T. and Zhao, J. and Yatskar, M. and Chang, K. and Ordonez, V.",
        TITLE = "Balanced Datasets Are Not Enough: Estimating and Mitigating Gender
Bias in Deep Image Representations",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5309-5318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134957"}

@inproceedings{bb138997,
        AUTHOR = "Wang, Y. and Gan, W. and Yang, J. and Wu, W. and Yan, J.",
        TITLE = "Dynamic Curriculum Learning for Imbalanced Data Classification",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5016-5025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134958"}

@inproceedings{bb138998,
        AUTHOR = "Hayat, M. and Khan, S. and Zamir, S.W. and Shen, J. and Shao, L.",
        TITLE = "Gaussian Affinity for Max-Margin Class Imbalanced Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6468-6478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134959"}

@inproceedings{bb138999,
        AUTHOR = "Khan, S. and Hayat, M. and Zamir, S.W. and Shen, J.B. and Shao, L.",
        TITLE = "Striking the Right Balance With Uncertainty",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "103-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134960"}

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