@inproceedings{bb139000,
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#TT134961"}
@inproceedings{bb139001,
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#TT134962"}
@inproceedings{bb139002,
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#TT134963"}
@inproceedings{bb139003,
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#TT134964"}
@inproceedings{bb139004,
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#TT134965"}
@inproceedings{bb139005,
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#TT134966"}
@inproceedings{bb139006,
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#TT134967"}
@inproceedings{bb139007,
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#TT134968"}
@inproceedings{bb139008,
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#TT134969"}
@inproceedings{bb139009,
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#TT134970"}
@inproceedings{bb139010,
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#TT134971"}
@inproceedings{bb139011,
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#TT134972"}
@inproceedings{bb139012,
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#TT134973"}
@inproceedings{bb139013,
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#TT134974"}
@inproceedings{bb139014,
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#TT134975"}
@inproceedings{bb139015,
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#TT134976"}
@inproceedings{bb139016,
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#TT134977"}
@inproceedings{bb139017,
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#TT134978"}
@inproceedings{bb139018,
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#TT134979"}
@inproceedings{bb139019,
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#TT134980"}
@inproceedings{bb139020,
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#TT134981"}
@inproceedings{bb139021,
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#TT134982"}
@inproceedings{bb139022,
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#TT134983"}
@inproceedings{bb139023,
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#TT134984"}
@inproceedings{bb139024,
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#TT134985"}
@inproceedings{bb139025,
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#TT134986"}
@inproceedings{bb139026,
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#TT134987"}
@inproceedings{bb139027,
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#TT134988"}
@inproceedings{bb139028,
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#TT134989"}
@inproceedings{bb139029,
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#TT134990"}
@inproceedings{bb139030,
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#TT134991"}
@inproceedings{bb139031,
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#TT134992"}
@inproceedings{bb139032,
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#TT134993"}
@inproceedings{bb139033,
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#TT134994"}
@inproceedings{bb139034,
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#TT134995"}
@inproceedings{bb139035,
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#TT134996"}
@inproceedings{bb139036,
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#TT134997"}
@inproceedings{bb139037,
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#TT134998"}
@inproceedings{bb139038,
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#TT134999"}
@inproceedings{bb139039,
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#TT135000"}
@inproceedings{bb139040,
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#TT135001"}
@inproceedings{bb139041,
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#TT135002"}
@inproceedings{bb139042,
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#TT135003"}
@inproceedings{bb139043,
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#TT135004"}
@inproceedings{bb139044,
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#TT135005"}
@inproceedings{bb139045,
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#TT135006"}
@inproceedings{bb139046,
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#TT135007"}
@inproceedings{bb139047,
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#TT135008"}
@inproceedings{bb139048,
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#TT135009"}
@inproceedings{bb139049,
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#TT135010"}
@inproceedings{bb139050,
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#TT135011"}
@inproceedings{bb139051,
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#TT135012"}
@inproceedings{bb139052,
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#TT135013"}
@inproceedings{bb139053,
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#TT135014"}
@inproceedings{bb139054,
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#TT135015"}
@inproceedings{bb139055,
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#TT135016"}
@inproceedings{bb139056,
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#TT135017"}
@inproceedings{bb139057,
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#TT135018"}
@inproceedings{bb139058,
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#TT135019"}
@inproceedings{bb139059,
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#TT135020"}
@inproceedings{bb139060,
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#TT135021"}
@inproceedings{bb139061,
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#TT135022"}
@inproceedings{bb139062,
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#TT135023"}
@inproceedings{bb139063,
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#TT135024"}
@inproceedings{bb139064,
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#TT135025"}
@inproceedings{bb139065,
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#TT135026"}
@inproceedings{bb139066,
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#TT135027"}
@inproceedings{bb139067,
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#TT135028"}
@inproceedings{bb139068,
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#TT135029"}
@inproceedings{bb139069,
AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
TITLE = "Multi-class Pattern Classification in Imbalanced Data",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2881-2884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135030"}
@inproceedings{bb139070,
AUTHOR = "Ghanem, A.S. and Venkatesh, S. and West, G.A.W.",
TITLE = "Learning in imbalanced relational data",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135031"}
@inproceedings{bb139071,
AUTHOR = "Yin, D.W. and An, C. and Baird, H.S.",
TITLE = "Imbalance and Concentration in k-NN Classification",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2170-2173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135032"}
@inproceedings{bb139072,
AUTHOR = "Nguyen, G.H. and Bouzerdoum, A. and Phung, S.L.",
TITLE = "A supervised learning approach for imbalanced data sets",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135033"}
@inproceedings{bb139073,
AUTHOR = "Molinara, M. and Ricamato, M.T. and Tortorella, F.",
TITLE = "Facing Imbalanced Classes through Aggregation of Classifiers",
BOOKTITLE = CIAP07,
YEAR = "2007",
PAGES = "43-48",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135034"}
@inproceedings{bb139074,
AUTHOR = "Cheng, H.T. and Chen, C.S.",
TITLE = "A Complementary Ordering Method for Class Imbalanced Problem",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 429-432",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135035"}
@inproceedings{bb139075,
AUTHOR = "Cantador, I. and Dorronsoro, J.R.",
TITLE = "Parallel Perceptrons, Activation Margins and Imbalanced Training Set
Pruning",
BOOKTITLE = IbPRIA05,
YEAR = "2005",
PAGES = "II:43",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT135036"}
@article{bb139076,
AUTHOR = "Sinha, S. and Ohashi, H. and Nakamura, K.",
TITLE = "Class-Difficulty Based Methods for Long-Tailed Visual Recognition",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "2517-2531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135037"}
@inproceedings{bb139077,
AUTHOR = "Sinha, S. and Ohashi, H. and Nakamura, K.",
TITLE = "Class-wise Difficulty-balanced Loss for Solving Class-imbalance",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "VI:549-565",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135038"}
@inproceedings{bb139078,
AUTHOR = "Sinha, S. and Ohashi, H.",
TITLE = "Difficulty-Net:
Learning to Predict Difficulty for Long-Tailed Recognition",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "6433-6442",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135039"}
@article{bb139079,
AUTHOR = "Wang, W.Q. and Zhao, Z.C. and Wang, P. and Su, F. and Meng, H.Y.",
TITLE = "Attentive Feature Augmentation for Long-Tailed Visual Recognition",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5803-5816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135040"}
@article{bb139080,
AUTHOR = "Zhang, M.L. and Zhang, X.Y. and Wang, C. and Liu, C.L.",
TITLE = "Towards prior gap and representation gap for long-tailed recognition",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "109012",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135041"}
@article{bb139081,
AUTHOR = "Liu, J.H. and Feng, R. and Chen, P. and Wang, X.Z. and Ni, Y.",
TITLE = "Dynamic Loss Reweighting Method Based on Cumulative Classification
Scores for Long-Tailed Remote Sensing Image Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135042"}
@article{bb139082,
AUTHOR = "Cui, J.Q. and Liu, S. and Tian, Z.T. and Zhong, Z.S. and Jia, J.Y.",
TITLE = "ResLT: Residual Learning for Long-Tailed Recognition",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3695-3706",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135043"}
@article{bb139083,
AUTHOR = "Zhao, X.Q. and Xiao, J. and Yu, S.Y. and Li, H. and Zhang, B.F.",
TITLE = "Weight-guided class complementing for long-tailed image recognition",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135044"}
@article{bb139084,
AUTHOR = "Li, M.K. and Cheung, Y.M. and Hu, Z.K.",
TITLE = "Key Point Sensitive Loss for Long-Tailed Visual Recognition",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4812-4825",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135045"}
@article{bb139085,
AUTHOR = "Tiong, A.M.H. and Li, J. and Lin, G.S. and Li, B.Y. and Xiong, C.M. and Hoi, S.C.H.",
TITLE = "Improving Tail-Class Representation with Centroid Contrastive
Learning",
JOURNAL = PRL,
VOLUME = "168",
YEAR = "2023",
PAGES = "123-130",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135046"}
@article{bb139086,
AUTHOR = "Xiang, L. and Han, J.G. and Ding, G.",
TITLE = "Margin-aware rectified augmentation for long-tailed recognition",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135047"}
@article{bb139087,
AUTHOR = "Guan, Q.J. and Li, Z.Z. and Zhang, J.Y. and Huang, Y.P. and Zhao, Y.",
TITLE = "Joint representation and classifier learning for long-tailed image
classification",
JOURNAL = IVC,
VOLUME = "137",
YEAR = "2023",
PAGES = "104759",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135048"}
@article{bb139088,
AUTHOR = "Kim, D.J. and Ke, T.W. and Yu, S.X.",
TITLE = "Local pseudo-attributes for long-tailed recognition",
JOURNAL = PRL,
VOLUME = "172",
YEAR = "2023",
PAGES = "51-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135049"}
@article{bb139089,
AUTHOR = "Zhang, Y.F. and Kang, B.Y. and Hooi, B. and Yan, S.C. and Feng, J.S.",
TITLE = "Deep Long-Tailed Learning: A Survey",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "9",
MONTH = "September",
PAGES = "10795-10816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135050"}
@article{bb139090,
AUTHOR = "Zhou, X.S. and Zhai, J.H. and Cao, Y.",
TITLE = "Feature fusion network for long-tailed visual recognition",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109827",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135051"}
@article{bb139091,
AUTHOR = "Liu, W. and Wu, Z.H. and Wang, Y.M. and Ding, H.H. and Liu, F. and Lin, J. and Lin, G.S.",
TITLE = "LCReg: Long-tailed image classification with Latent Categories based
Recognition",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135052"}
@article{bb139092,
AUTHOR = "Zhao, W. and Zhao, H.",
TITLE = "Hierarchical long-tailed classification based on multi-granularity
knowledge transfer driven by multi-scale feature fusion",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109842",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135053"}
@article{bb139093,
AUTHOR = "Alexandridis, K.P. and Luo, S. and Nguyen, A. and Deng, J.K. and Zafeiriou, S.",
TITLE = "Inverse Image Frequency for Long-Tailed Image Recognition",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "5721-5736",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135054"}
@article{bb139094,
AUTHOR = "Tan, Z.C. and Li, J. and Du, J.H. and Wan, J. and Lei, Z. and Guo, G.D.",
TITLE = "NCL++: Nested Collaborative Learning for long-tailed visual
recognition",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110064",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135055"}
@inproceedings{bb139095,
AUTHOR = "Li, J. and Tan, Z.C. and Wan, J. and Lei, Z. and Guo, G.D.",
TITLE = "Nested Collaborative Learning for Long-Tailed Visual Recognition",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "6939-6948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135056"}
@article{bb139096,
AUTHOR = "Baik, J.S. and Yoon, I.Y. and Choi, J.W.",
TITLE = "DBN-Mix: Training dual branch network using bilateral mixup
augmentation for long-tailed visual recognition",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135057"}
@article{bb139097,
AUTHOR = "Du, Y.J. and Sun, H.L. and Zhen, X.T. and Xu, J. and Yin, Y.L. and Shao, L. and Snoek, C.G.M.",
TITLE = "MetaKernel: Learning Variational Random Features With Limited Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1464-1478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135058"}
@inproceedings{bb139098,
AUTHOR = "Du, Y.J. and Shen, J.Y. and Zhen, X.T. and Snoek, C.G.M.",
TITLE = "SuperDisco: Super-Class Discovery Improves Visual Recognition for the
Long-Tail",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "19944-19954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135059"}
@article{bb139099,
AUTHOR = "Xu, Z.Z. and Chai, Z.H. and Xu, C.Y. and Yuan, C. and Yang, H.Q.",
TITLE = "Towards Effective Collaborative Learning in Long-Tailed Recognition",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "3754-3764",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT135060"}
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