@article{bb142200,
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#TT138146"}
@article{bb142201,
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#TT138147"}
@article{bb142202,
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#TT138148"}
@article{bb142203,
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#TT138149"}
@article{bb142204,
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#TT138150"}
@article{bb142205,
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#TT138151"}
@article{bb142206,
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#TT138152"}
@article{bb142207,
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#TT138153"}
@article{bb142208,
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#TT138154"}
@article{bb142209,
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#TT138155"}
@article{bb142210,
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#TT138156"}
@article{bb142211,
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#TT138157"}
@article{bb142212,
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#TT138158"}
@article{bb142213,
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#TT138159"}
@article{bb142214,
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#TT138160"}
@article{bb142215,
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#TT138161"}
@article{bb142216,
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#TT138162"}
@article{bb142217,
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#TT138163"}
@article{bb142218,
AUTHOR = "Li, Y.C. and Liu, Y.M. and Gao, W.P. and Cai, L.C. and Wang, R. and Fan, X.M.",
TITLE = "Adaptive shuffle-boosting federated learning for imbalanced medical
image analysis",
JOURNAL = PR,
VOLUME = "182",
YEAR = "2027",
PAGES = "114743",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138164"}
@article{bb142219,
AUTHOR = "Lu, X.C. and Xie, S. and Zhou, L.H. and Li, Y.",
TITLE = "Prototype alignment and progressive pseudo-label sampling for
class-imbalanced incomplete multi-view classification",
JOURNAL = PR,
VOLUME = "182",
YEAR = "2027",
PAGES = "114706",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138165"}
@article{bb142220,
AUTHOR = "Sun, X.C. and Lv, G.H. and Gao, Y.B. and Fan, C.C.",
TITLE = "Enhancing imbalanced label distribution learning with label
correlation and feature interactions",
JOURNAL = PR,
VOLUME = "182",
YEAR = "2027",
PAGES = "114762",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138166"}
@inproceedings{bb142221,
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#TT138167"}
@inproceedings{bb142222,
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#TT138168"}
@inproceedings{bb142223,
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#TT138169"}
@inproceedings{bb142224,
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#TT138170"}
@inproceedings{bb142225,
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#TT138171"}
@inproceedings{bb142226,
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#TT138172"}
@inproceedings{bb142227,
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#TT138173"}
@inproceedings{bb142228,
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#TT138174"}
@inproceedings{bb142229,
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#TT138175"}
@inproceedings{bb142230,
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#TT138176"}
@inproceedings{bb142231,
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#TT138177"}
@inproceedings{bb142232,
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#TT138178"}
@inproceedings{bb142233,
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#TT138179"}
@inproceedings{bb142234,
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#TT138180"}
@inproceedings{bb142235,
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#TT138181"}
@inproceedings{bb142236,
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#TT138182"}
@inproceedings{bb142237,
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#TT138183"}
@inproceedings{bb142238,
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#TT138184"}
@inproceedings{bb142239,
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#TT138185"}
@inproceedings{bb142240,
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#TT138186"}
@inproceedings{bb142241,
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#TT138187"}
@inproceedings{bb142242,
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#TT138188"}
@inproceedings{bb142243,
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#TT138189"}
@inproceedings{bb142244,
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#TT138190"}
@inproceedings{bb142245,
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#TT138191"}
@inproceedings{bb142246,
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#TT138192"}
@inproceedings{bb142247,
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#TT138193"}
@inproceedings{bb142248,
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#TT138194"}
@inproceedings{bb142249,
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#TT138195"}
@inproceedings{bb142250,
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#TT138196"}
@inproceedings{bb142251,
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#TT138197"}
@inproceedings{bb142252,
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#TT138198"}
@inproceedings{bb142253,
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#TT138199"}
@inproceedings{bb142254,
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#TT138200"}
@inproceedings{bb142255,
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#TT138201"}
@inproceedings{bb142256,
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#TT138202"}
@inproceedings{bb142257,
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#TT138203"}
@inproceedings{bb142258,
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#TT138204"}
@inproceedings{bb142259,
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#TT138205"}
@inproceedings{bb142260,
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#TT138206"}
@inproceedings{bb142261,
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#TT138207"}
@inproceedings{bb142262,
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#TT138208"}
@inproceedings{bb142263,
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#TT138209"}
@inproceedings{bb142264,
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#TT138210"}
@inproceedings{bb142265,
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#TT138211"}
@inproceedings{bb142266,
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#TT138212"}
@inproceedings{bb142267,
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#TT138213"}
@inproceedings{bb142268,
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#TT138214"}
@inproceedings{bb142269,
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#TT138215"}
@inproceedings{bb142270,
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#TT138216"}
@inproceedings{bb142271,
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#TT138217"}
@inproceedings{bb142272,
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#TT138218"}
@inproceedings{bb142273,
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#TT138219"}
@inproceedings{bb142274,
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#TT138220"}
@inproceedings{bb142275,
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#TT138221"}
@inproceedings{bb142276,
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#TT138222"}
@inproceedings{bb142277,
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#TT138223"}
@inproceedings{bb142278,
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#TT138224"}
@inproceedings{bb142279,
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#TT138225"}
@inproceedings{bb142280,
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#TT138226"}
@inproceedings{bb142281,
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#TT138227"}
@inproceedings{bb142282,
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#TT138228"}
@inproceedings{bb142283,
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#TT138229"}
@inproceedings{bb142284,
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#TT138230"}
@inproceedings{bb142285,
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#TT138231"}
@inproceedings{bb142286,
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#TT138232"}
@inproceedings{bb142287,
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#TT138233"}
@inproceedings{bb142288,
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#TT138234"}
@inproceedings{bb142289,
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#TT138235"}
@inproceedings{bb142290,
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#TT138236"}
@inproceedings{bb142291,
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#TT138237"}
@inproceedings{bb142292,
AUTHOR = "Kim, B. and Kim, H.W. and Kim, K. and Kim, S.J. and Kim, J.",
TITLE = "Learning Not to Learn: Training Deep Neural Networks With Biased Data",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "9004-9012",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138238"}
@inproceedings{bb142293,
AUTHOR = "Anantrasirichai, N. and Bull, D.",
TITLE = "Defectnet: Multi-Class Fault Detection on Highly-Imbalanced Datasets",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2481-2485",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138239"}
@inproceedings{bb142294,
AUTHOR = "Shen, W. and Li, F. and Liu, R.",
TITLE = "Learning to Find Correlated Features by Maximizing Information Flow
in Convolutional Neural Networks",
BOOKTITLE = SDL-CV19,
YEAR = "2019",
PAGES = "733-737",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138240"}
@inproceedings{bb142295,
AUTHOR = "Langenkamper, D. and van Kevelaer, R. and Nattkemper, T.W.",
TITLE = "Strategies for Tackling the Class Imbalance Problem in Marine Image
Classification",
BOOKTITLE = CVAUI18,
YEAR = "2018",
PAGES = "26-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138241"}
@inproceedings{bb142296,
AUTHOR = "Liang, P. and Yuan, X. and Li, W. and Hu, J.",
TITLE = "A Segmented Local Offset Method for Imbalanced Data Classification
Using Quasi-Linear Support Vector Machine",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "746-751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138242"}
@inproceedings{bb142297,
AUTHOR = "Sarafianos, N. and Xu, X. and Kakadiaris, I.A.",
TITLE = "Deep Imbalanced Attribute Classification Using Visual Attention
Aggregation",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XI: 708-725",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138243"}
@inproceedings{bb142298,
AUTHOR = "Nguyen, T.T.T. and Liew, A.W.C. and Nguyen, T.T. and Wang, S.",
TITLE = "A Novel Bayesian Framework for Online Imbalanced Learning",
BOOKTITLE = DICTA17,
YEAR = "2017",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138244"}
@inproceedings{bb142299,
AUTHOR = "Sze To, A. and Wong, A.K.C.",
TITLE = "A Weight-Selection Strategy on Training Deep Neural Networks for
Imbalanced Classification",
BOOKTITLE = ICIAR17,
YEAR = "2017",
PAGES = "3-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT138245"}
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