@inproceedings{bb136500,
        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#TT132505"}

@inproceedings{bb136501,
        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#TT132506"}

@inproceedings{bb136502,
        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#TT132507"}

@inproceedings{bb136503,
        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#TT132508"}

@inproceedings{bb136504,
        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#TT132509"}

@inproceedings{bb136505,
        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#TT132510"}

@inproceedings{bb136506,
        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#TT132511"}

@inproceedings{bb136507,
        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#TT132512"}

@inproceedings{bb136508,
        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#TT132513"}

@inproceedings{bb136509,
        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#TT132514"}

@inproceedings{bb136510,
        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#TT132515"}

@inproceedings{bb136511,
        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#TT132516"}

@inproceedings{bb136512,
        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#TT132517"}

@inproceedings{bb136513,
        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#TT132518"}

@inproceedings{bb136514,
        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#TT132519"}

@inproceedings{bb136515,
        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#TT132520"}

@inproceedings{bb136516,
        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#TT132521"}

@inproceedings{bb136517,
        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#TT132522"}

@inproceedings{bb136518,
        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#TT132523"}

@inproceedings{bb136519,
        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#TT132524"}

@inproceedings{bb136520,
        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#TT132525"}

@inproceedings{bb136521,
        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#TT132526"}

@inproceedings{bb136522,
        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#TT132527"}

@inproceedings{bb136523,
        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#TT132528"}

@inproceedings{bb136524,
        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#TT132529"}

@inproceedings{bb136525,
        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#TT132530"}

@inproceedings{bb136526,
        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#TT132531"}

@inproceedings{bb136527,
        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#TT132532"}

@inproceedings{bb136528,
        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#TT132533"}

@inproceedings{bb136529,
        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#TT132534"}

@inproceedings{bb136530,
        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#TT132535"}

@inproceedings{bb136531,
        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#TT132536"}

@inproceedings{bb136532,
        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#TT132537"}

@inproceedings{bb136533,
        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#TT132538"}

@inproceedings{bb136534,
        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#TT132539"}

@inproceedings{bb136535,
        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#TT132540"}

@inproceedings{bb136536,
        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#TT132541"}

@inproceedings{bb136537,
        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#TT132542"}

@inproceedings{bb136538,
        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#TT132543"}

@inproceedings{bb136539,
        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#TT132544"}

@inproceedings{bb136540,
        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#TT132545"}

@inproceedings{bb136541,
        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#TT132546"}

@inproceedings{bb136542,
        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#TT132547"}

@inproceedings{bb136543,
        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#TT132548"}

@inproceedings{bb136544,
        AUTHOR = "Wang, Z. and Duan, T. and Fang, L. and Suo, Q. 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#TT132549"}

@inproceedings{bb136545,
        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#TT132550"}

@inproceedings{bb136546,
        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#TT132551"}

@inproceedings{bb136547,
        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#TT132552"}

@inproceedings{bb136548,
        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#TT132553"}

@inproceedings{bb136549,
        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#TT132554"}

@inproceedings{bb136550,
        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#TT132555"}

@inproceedings{bb136551,
        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#TT132556"}

@inproceedings{bb136552,
        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#TT132557"}

@inproceedings{bb136553,
        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#TT132558"}

@inproceedings{bb136554,
        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#TT132559"}

@inproceedings{bb136555,
        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#TT132560"}

@inproceedings{bb136556,
        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#TT132561"}

@inproceedings{bb136557,
        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#TT132562"}

@inproceedings{bb136558,
        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#TT132563"}

@inproceedings{bb136559,
        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#TT132564"}

@inproceedings{bb136560,
        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#TT132565"}

@inproceedings{bb136561,
        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#TT132566"}

@inproceedings{bb136562,
        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#TT132567"}

@inproceedings{bb136563,
        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#TT132568"}

@inproceedings{bb136564,
        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#TT132569"}

@inproceedings{bb136565,
        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#TT132570"}

@inproceedings{bb136566,
        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#TT132571"}

@inproceedings{bb136567,
        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#TT132572"}

@inproceedings{bb136568,
        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#TT132573"}

@inproceedings{bb136569,
        AUTHOR = "Kim, B. and Kim, H.W. and Kim, K. and Kim, S. 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#TT132574"}

@inproceedings{bb136570,
        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#TT132575"}

@inproceedings{bb136571,
        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#TT132576"}

@inproceedings{bb136572,
        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#TT132577"}

@inproceedings{bb136573,
        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#TT132578"}

@inproceedings{bb136574,
        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#TT132579"}

@inproceedings{bb136575,
        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#TT132580"}

@inproceedings{bb136576,
        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#TT132581"}

@inproceedings{bb136577,
        AUTHOR = "Liu, L.J. and Bao, Y. and Li, H.J. and Fan, X. and Luo, Z.X.",
        TITLE = "Discriminative Feature Learning with an Optimal Pattern Model for Image
Classification",
        BOOKTITLE = MMMod16,
        YEAR = "2016",
        PAGES = "I: 675-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132582"}

@inproceedings{bb136578,
        AUTHOR = "Soleymani, R. and Granger, E. and Fumera, G.",
        TITLE = "Loss factors for learning Boosting ensembles from imbalanced data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "204-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132583"}

@inproceedings{bb136579,
        AUTHOR = "Guan, H.J. and Zhang, Y.T. and Xian, M. and Cheng, H.D. and Tang, X.L.",
        TITLE = "WENN for individualized cleaning in imbalanced data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "456-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132584"}

@inproceedings{bb136580,
        AUTHOR = "Tax, D.M.J. and Wang, F.",
        TITLE = "Class-dependent, non-convex losses to optimize precision",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3314-3319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132585"}

@inproceedings{bb136581,
        AUTHOR = "Huang, C. and Li, Y. and Loy, C.C. and Tang, X.",
        TITLE = "Learning Deep Representation for Imbalanced Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5375-5384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132586"}

@inproceedings{bb136582,
        AUTHOR = "Alejo, R. and Monroy de Jesus, J. and Pacheco Sanchez, J.H. and Valdovinos, R.M. and Antonio Velazquez, J.A. and Marcial Romero, J.R.",
        TITLE = "Analysing the Safe, Average and Border Samples on Two-Class Imbalance
Problems in the Back-Propagation Domain",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "699-707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132587"}

@inproceedings{bb136583,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Ochoa Dominguez, H.J. and Cleofas Sanchez, L.",
        TITLE = "Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts
and Noise",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
        PAGES = "370-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132588"}

@inproceedings{bb136584,
        AUTHOR = "Famili, A.F.",
        TITLE = "Searching for Patterns in Imbalanced Data",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "159-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132589"}

@inproceedings{bb136585,
        AUTHOR = "Kockentiedt, S. and Tonnies, K. and Gierke, E.",
        TITLE = "Predicting the Influence of Additional Training Data on Classification
Performance for Imbalanced Data",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "377-387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132590"}

@inproceedings{bb136586,
        AUTHOR = "Macak, J. and Drbohlav, O.",
        TITLE = "A Simple Stochastic Algorithm for Structural Features Learning",
        BOOKTITLE = FSLCV14,
        YEAR = "2014",
        PAGES = "III: 44-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132591"}

@inproceedings{bb136587,
        AUTHOR = "Giraldo Forero, A.F. and Jaramillo Garzon, J.A. and Ruiz Munoz, J.F.",
        TITLE = "Managing Imbalanced Data Sets in Multi-label Problems:
A Case Study with the SMOTE Algorithm",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:334-342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132592"}

@inproceedings{bb136588,
        AUTHOR = "Song, Y. and Morency, L.P. and Davis, R.",
        TITLE = "Distribution-sensitive learning for imbalanced datasets",
        BOOKTITLE = FG13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132593"}

@inproceedings{bb136589,
        AUTHOR = "Alejo, R. and Toribio, P. and Valdovinos, R.M. and Pacheco Sanchez, J.H.",
        TITLE = "A Modified Back-Propagation Algorithm to Deal with Severe Two-Class
Imbalance Problems on Neural Networks",
        BOOKTITLE = MCPR12,
        YEAR = "2012",
        PAGES = "265-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132594"}

@inproceedings{bb136590,
        AUTHOR = "Utasi, A.",
        TITLE = "Weighted conditional mutual information based boosting for
classification of imbalanced datasets",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2711-2714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132595"}

@inproceedings{bb136591,
        AUTHOR = "d'Ambrosio, R. and Iannello, G. and Soda, P.",
        TITLE = "A One-per-Class reconstruction rule for class imbalance learning",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1310-1313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132596"}

@inproceedings{bb136592,
        AUTHOR = "d'Ambrosio, R. and Soda, P.",
        TITLE = "Polichotomies on Imbalanced Domains by One-per-Class Compensated
Reconstruction Rule",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "301-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132597"}

@inproceedings{bb136593,
        AUTHOR = "Millan Giraldo, M. and Garcia, V. and Sanchez, J.S.",
        TITLE = "One-Sided Prototype Selection on Class Imbalanced Dissimilarity
Matrices",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "391-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132598"}

@inproceedings{bb136594,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
        TITLE = "Classification of High Dimensional and Imbalanced Hyperspectral Imagery
Data",
        BOOKTITLE = IbPRIA11,
        YEAR = "2011",
        PAGES = "644-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132599"}

@inproceedings{bb136595,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Theoretical Analysis of a Performance Measure for Imbalanced Data",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "617-620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132600"}

@inproceedings{bb136596,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "Index of Balanced Accuracy: A Performance Measure for Skewed Class
Distributions",
        BOOKTITLE = IbPRIA09,
        YEAR = "2009",
        PAGES = "441-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132601"}

@inproceedings{bb136597,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S.",
        TITLE = "A New Performance Evaluation Method for Two-Class Imbalanced Problems",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "917-925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132602"}

@inproceedings{bb136598,
        AUTHOR = "Garcia, V. and Sanchez, J.S. and Mollineda, R.A.",
        TITLE = "An Empirical Study of the Behavior of Classifiers on Imbalanced and
Overlapped Data Sets",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "397-406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132603"}

@inproceedings{bb136599,
        AUTHOR = "Garcia, V. and Mollineda, R.A. and Sanchez, J.S. and Alejo, R. and Martinez Sotoca, J.",
        TITLE = "When Overlapping Unexpectedly Alters the Class Imbalance Effects",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "II: 499-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132604"}