@article{bb138500,
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#TT134461"}
@article{bb138501,
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#TT134462"}
@article{bb138502,
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#TT134463"}
@article{bb138503,
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#TT134464"}
@article{bb138504,
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#TT134465"}
@article{bb138505,
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#TT134466"}
@article{bb138506,
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#TT134467"}
@article{bb138507,
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#TT134468"}
@article{bb138508,
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#TT134469"}
@article{bb138509,
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#TT134470"}
@article{bb138510,
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#TT134471"}
@article{bb138511,
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#TT134472"}
@article{bb138512,
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,
VOLUME = "17",
YEAR = "2025",
NUMBER = "11",
PAGES = "1845",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT134473"}
@article{bb138513,
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#TT134474"}
@article{bb138514,
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#TT134475"}
@article{bb138515,
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#TT134476"}
@article{bb138516,
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#TT134477"}
@article{bb138517,
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#TT134478"}
@article{bb138518,
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#TT134479"}
@article{bb138519,
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#TT134480"}
@article{bb138520,
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#TT134481"}
@article{bb138521,
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#TT134482"}
@article{bb138522,
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#TT134483"}
@article{bb138523,
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#TT134484"}
@article{bb138524,
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#TT134485"}
@article{bb138525,
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#TT134486"}
@article{bb138526,
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#TT134487"}
@article{bb138527,
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#TT134488"}
@article{bb138528,
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#TT134489"}
@inproceedings{bb138529,
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#TT134490"}
@inproceedings{bb138530,
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#TT134491"}
@inproceedings{bb138531,
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#TT134492"}
@inproceedings{bb138532,
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#TT134493"}
@inproceedings{bb138533,
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#TT134494"}
@inproceedings{bb138534,
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#TT134495"}
@inproceedings{bb138535,
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#TT134496"}
@inproceedings{bb138536,
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#TT134497"}
@inproceedings{bb138537,
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#TT134498"}
@inproceedings{bb138538,
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#TT134499"}
@inproceedings{bb138539,
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#TT134500"}
@inproceedings{bb138540,
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#TT134501"}
@inproceedings{bb138541,
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#TT134502"}
@inproceedings{bb138542,
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#TT134503"}
@inproceedings{bb138543,
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#TT134504"}
@inproceedings{bb138544,
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#TT134505"}
@inproceedings{bb138545,
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#TT134506"}
@inproceedings{bb138546,
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#TT134507"}
@inproceedings{bb138547,
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#TT134508"}
@inproceedings{bb138548,
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#TT134509"}
@inproceedings{bb138549,
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#TT134510"}
@inproceedings{bb138550,
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#TT134511"}
@inproceedings{bb138551,
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#TT134512"}
@inproceedings{bb138552,
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#TT134513"}
@inproceedings{bb138553,
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#TT134514"}
@inproceedings{bb138554,
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#TT134515"}
@inproceedings{bb138555,
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#TT134516"}
@inproceedings{bb138556,
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#TT134517"}
@inproceedings{bb138557,
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#TT134518"}
@inproceedings{bb138558,
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#TT134519"}
@inproceedings{bb138559,
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#TT134520"}
@inproceedings{bb138560,
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#TT134521"}
@inproceedings{bb138561,
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#TT134522"}
@inproceedings{bb138562,
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#TT134523"}
@inproceedings{bb138563,
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#TT134524"}
@inproceedings{bb138564,
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#TT134525"}
@inproceedings{bb138565,
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#TT134526"}
@inproceedings{bb138566,
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#TT134527"}
@inproceedings{bb138567,
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#TT134528"}
@inproceedings{bb138568,
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#TT134529"}
@inproceedings{bb138569,
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#TT134530"}
@inproceedings{bb138570,
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#TT134531"}
@inproceedings{bb138571,
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#TT134532"}
@inproceedings{bb138572,
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#TT134533"}
@inproceedings{bb138573,
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#TT134534"}
@inproceedings{bb138574,
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#TT134535"}
@inproceedings{bb138575,
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#TT134536"}
@inproceedings{bb138576,
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#TT134537"}
@inproceedings{bb138577,
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#TT134538"}
@inproceedings{bb138578,
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#TT134539"}
@inproceedings{bb138579,
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#TT134540"}
@inproceedings{bb138580,
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#TT134541"}
@inproceedings{bb138581,
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#TT134542"}
@inproceedings{bb138582,
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#TT134543"}
@inproceedings{bb138583,
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#TT134544"}
@inproceedings{bb138584,
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#TT134545"}
@inproceedings{bb138585,
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#TT134546"}
@inproceedings{bb138586,
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#TT134547"}
@inproceedings{bb138587,
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#TT134548"}
@inproceedings{bb138588,
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#TT134549"}
@inproceedings{bb138589,
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#TT134550"}
@inproceedings{bb138590,
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#TT134551"}
@inproceedings{bb138591,
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#TT134552"}
@inproceedings{bb138592,
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#TT134553"}
@inproceedings{bb138593,
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#TT134554"}
@inproceedings{bb138594,
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#TT134555"}
@inproceedings{bb138595,
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#TT134556"}
@inproceedings{bb138596,
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#TT134557"}
@inproceedings{bb138597,
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#TT134558"}
@inproceedings{bb138598,
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#TT134559"}
@inproceedings{bb138599,
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#TT134560"}
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