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AUTHOR = "Wang, X.Y. and Lyu, Y.L. and Jing, L.P.",
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AUTHOR = "Ning, Z.H. and Guo, C. and Zhang, D.",
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AUTHOR = "Guo, E. and Wang, Z.C. and Zhao, Z. and Zhou, L.P.",
TITLE = "Imbalanced Medical Image Segmentation With Pixel-Dependent Noisy
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JOURNAL = MedImg,
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AUTHOR = "Yang, A. and Zhang, M. and Chen, H. and Li, T. and Liu, S. and Xu, X.Y.",
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AUTHOR = "Chen, P. and Liu, Y. and Ren, Y. and Zhang, B. and Zhao, Y.",
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JOURNAL = PAMI,
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AUTHOR = "Huang, Z. and Tian, P.Y. and Zhu, H. and Guo, P. and Li, X.T.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134916"}
@article{bb138956,
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#TT134917"}
@article{bb138957,
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#TT134918"}
@article{bb138958,
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#TT134919"}
@article{bb138959,
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#TT134920"}
@article{bb138960,
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#TT134921"}
@article{bb138961,
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#TT134922"}
@article{bb138962,
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#TT134923"}
@article{bb138963,
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#TT134924"}
@article{bb138964,
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#TT134925"}
@article{bb138965,
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#TT134926"}
@article{bb138966,
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#TT134927"}
@inproceedings{bb138967,
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#TT134928"}
@inproceedings{bb138968,
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#TT134929"}
@inproceedings{bb138969,
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#TT134930"}
@inproceedings{bb138970,
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#TT134931"}
@inproceedings{bb138971,
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#TT134932"}
@inproceedings{bb138972,
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#TT134933"}
@inproceedings{bb138973,
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#TT134934"}
@inproceedings{bb138974,
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#TT134935"}
@inproceedings{bb138975,
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#TT134936"}
@inproceedings{bb138976,
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#TT134937"}
@inproceedings{bb138977,
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#TT134938"}
@inproceedings{bb138978,
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#TT134939"}
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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#TT134940"}
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AUTHOR = "Tian, Z.C. and Liu, Y.Y. and Sun, Q.",
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BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "23037-23047",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134941"}
@inproceedings{bb138981,
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#TT134942"}
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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#TT134943"}
@inproceedings{bb138983,
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#TT134944"}
@inproceedings{bb138984,
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#TT134945"}
@inproceedings{bb138985,
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#TT134946"}
@inproceedings{bb138986,
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#TT134947"}
@inproceedings{bb138987,
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#TT134948"}
@inproceedings{bb138988,
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#TT134949"}
@inproceedings{bb138989,
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#TT134950"}
@inproceedings{bb138990,
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#TT134951"}
@inproceedings{bb138991,
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#TT134952"}
@inproceedings{bb138992,
AUTHOR = "Lim, J. and Kim, Y. 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#TT134953"}
@inproceedings{bb138993,
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#TT134954"}
@inproceedings{bb138994,
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#TT134955"}
@inproceedings{bb138995,
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#TT134956"}
@inproceedings{bb138996,
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#TT134957"}
@inproceedings{bb138997,
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#TT134958"}
@inproceedings{bb138998,
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#TT134959"}
@inproceedings{bb138999,
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#TT134960"}
Last update:Apr 6, 2026 at 11:28:57