@inproceedings{bb137900,
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#TT133863"}
@inproceedings{bb137901,
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#TT133864"}
@inproceedings{bb137902,
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#TT133865"}
@inproceedings{bb137903,
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#TT133866"}
@inproceedings{bb137904,
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#TT133867"}
@inproceedings{bb137905,
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#TT133868"}
@inproceedings{bb137906,
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#TT133869"}
@inproceedings{bb137907,
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#TT133870"}
@inproceedings{bb137908,
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#TT133871"}
@inproceedings{bb137909,
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#TT133872"}
@inproceedings{bb137910,
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#TT133873"}
@inproceedings{bb137911,
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#TT133874"}
@inproceedings{bb137912,
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#TT133875"}
@inproceedings{bb137913,
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#TT133876"}
@inproceedings{bb137914,
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#TT133877"}
@inproceedings{bb137915,
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#TT133878"}
@inproceedings{bb137916,
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#TT133879"}
@inproceedings{bb137917,
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#TT133880"}
@inproceedings{bb137918,
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#TT133881"}
@inproceedings{bb137919,
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#TT133882"}
@inproceedings{bb137920,
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#TT133883"}
@inproceedings{bb137921,
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#TT133884"}
@article{bb137922,
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#TT133885"}
@inproceedings{bb137923,
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#TT133886"}
@inproceedings{bb137924,
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#TT133887"}
@article{bb137925,
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#TT133888"}
@article{bb137926,
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#TT133889"}
@article{bb137927,
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#TT133890"}
@article{bb137928,
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#TT133891"}
@article{bb137929,
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#TT133892"}
@article{bb137930,
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#TT133893"}
@article{bb137931,
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#TT133894"}
@article{bb137932,
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#TT133895"}
@article{bb137933,
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#TT133896"}
@article{bb137934,
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#TT133897"}
@article{bb137935,
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#TT133898"}
@article{bb137936,
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#TT133899"}
@article{bb137937,
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#TT133900"}
@article{bb137938,
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#TT133901"}
@article{bb137939,
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#TT133902"}
@article{bb137940,
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#TT133903"}
@inproceedings{bb137941,
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#TT133904"}
@article{bb137942,
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#TT133905"}
@article{bb137943,
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#TT133906"}
@inproceedings{bb137944,
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#TT133907"}
@article{bb137945,
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#TT133908"}
@article{bb137946,
AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, X. and Chen, P.",
TITLE = "Feature Distribution Representation Learning Based on Knowledge
Transfer for Long-Tailed Classification",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "2772-2784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133909"}
@article{bb137947,
AUTHOR = "Elbatel, M. and Marti, R. and Li, X.M.",
TITLE = "FoPro-KD: Fourier Prompted Effective Knowledge Distillation for
Long-Tailed Medical Image Recognition",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "954-965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133910"}
@article{bb137948,
AUTHOR = "Wang, W.Q. and Chen, Z. and Su, F. and Zhao, Z.C.",
TITLE = "Text-guided Fourier Augmentation for long-tailed recognition",
JOURNAL = PRL,
VOLUME = "179",
YEAR = "2024",
PAGES = "38-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133911"}
@article{bb137949,
AUTHOR = "Chen, J.H. and Su, B.",
TITLE = "Instance-Specific Semantic Augmentation for Long-Tailed Image
Classification",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2544-2557",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133912"}
@article{bb137950,
AUTHOR = "Zhao, Q.H. and Zhang, F. and Hu, W. and Feng, S. and Liu, J.",
TITLE = "OHD: An Online Category-Aware Framework for Learning With Noisy
Labels Under Long-Tailed Distribution",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3806-3818",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133913"}
@article{bb137951,
AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, X. and Chen, P.H.",
TITLE = "Geometric Prior Guided Feature Representation Learning for Long-Tailed
Classification",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "Pages2493-2510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133914"}
@inproceedings{bb137952,
AUTHOR = "Ma, Y.B. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, X. and Li, L.L.",
TITLE = "Curvature-Balanced Feature Manifold Learning for Long-Tailed
Classification",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15824-15835",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133915"}
@article{bb137953,
AUTHOR = "Pan, H.L. and Guo, Y. and Yu, M. and Chen, J.",
TITLE = "Enhanced Long-Tailed Recognition With Contrastive CutMix Augmentation",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "4215-4230",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133916"}
@article{bb137954,
AUTHOR = "Xie, H.T. and Jiang, Y. and Zhang, L. and Li, P.D. and Zhang, D.M. and Zhang, Y.D.",
TITLE = "Semantic-Enhanced Proxy-Guided Hashing for Long-Tailed Image
Retrieval",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9499-9514",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133917"}
@article{bb137955,
AUTHOR = "Zhang, E. and Geng, C.X. and Li, C.O. and Chen, S.C.",
TITLE = "Dynamic Learnable Logit Adjustment for Long-Tailed Visual Recognition",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "7986-7997",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133918"}
@article{bb137956,
AUTHOR = "Zeng, W. and Xiao, Z.Y.",
TITLE = "MinoritySalMix and adaptive semantic weight compensation for
long-tailed classification",
JOURNAL = IVC,
VOLUME = "152",
YEAR = "2024",
PAGES = "105307",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133919"}
@article{bb137957,
AUTHOR = "Vu, D.Q. and Phung, T.T.T. and Wang, J.C. and Mai, S.T.",
TITLE = "LCSL: Long-Tailed Classification via Self-Labeling",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "12048-12058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133920"}
@article{bb137958,
AUTHOR = "Bao, Y.X. and Kang, G.L. and Yang, L.L. and Duan, X.Y. and Zhao, B. and Zhang, B.C.",
TITLE = "Normalizing Batch Normalization for Long-Tailed Recognition",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "209-220",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133921"}
@article{bb137959,
AUTHOR = "Guo, C. and Chen, W.L. and Huang, A.P. and Zhao, T.S.",
TITLE = "Prototype Alignment With Dedicated Experts for Test-Agnostic
Long-Tailed Recognition",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "455-465",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133922"}
@article{bb137960,
AUTHOR = "Zhang, E. and Geng, C.X. and Chen, S.C.",
TITLE = "Class-aware Universum Inspired re-balance learning for long-tailed
recognition",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133923"}
@article{bb137961,
AUTHOR = "Chang, X.H. and Zhai, J.H. and Qiu, S.X. and Sun, Z.R.",
TITLE = "Rebalanced supervised contrastive learning with prototypes for
long-tailed visual recognition",
JOURNAL = CVIU,
VOLUME = "252",
YEAR = "2025",
PAGES = "104291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133924"}
@article{bb137962,
AUTHOR = "Wei, X.S. and Sun, X.H. and Shen, Y. and Wang, P.",
TITLE = "Delving Deep into Simplicity Bias for Long-Tailed Image Recognition",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3349-3366",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133925"}
@article{bb137963,
AUTHOR = "Li, Z. and Zhao, H. and Gao, A.Z. and Guo, D.D. and Chang, T.H. and Wan, X.",
TITLE = "Prototype-Oriented Clean Subset Extraction for Noisy Long-Tailed
Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "7953-7965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133926"}
@article{bb137964,
AUTHOR = "Fan, S.N. and Chai, Z. and Fang, Z.J. and Pan, Y.Y. and Shen, H. and Cheng, X.Y. and Wu, Q.",
TITLE = "MaxSwap-Enhanced Knowledge Consistency Learning for long-tailed
recognition",
JOURNAL = IVC,
VOLUME = "161",
YEAR = "2025",
PAGES = "105643",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133927"}
@article{bb137965,
AUTHOR = "Zhao, W. and Li, W. and Li, Y.H. and Yang, L. and Liang, Z. and Hu, E. and Zhang, W.D. and Yang, H.",
TITLE = "Constructing Balanced Training Samples: A New Perspective on
Long-Tailed Classification",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "5130-5143",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133928"}
@article{bb137966,
AUTHOR = "Jin, L. and Lu, Z.Y. and Li, Z.C. and Pan, Y.H. and Dai, L.Q. and Tang, J.H. and Jain, R.",
TITLE = "Causal Inference Hashing for Long-Tailed Image Retrieval",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "5099-5114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133929"}
@article{bb137967,
AUTHOR = "Deng, X. and Wang, X.L. and Sun, Y.F. and Zhao, X.S. and Tian, S. and Li, M.Q. and Wang, Y.P.",
TITLE = "EIFA-KD: Explicit and implicit feature augmentation with knowledge
distillation for long-tailed visual data classification",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133930"}
@article{bb137968,
AUTHOR = "Ren, N. and Li, X.S. and Wu, Y.X. and Fu, Y.",
TITLE = "Bi-granularity balance learning for long-tailed image classification",
JOURNAL = CVIU,
VOLUME = "261",
YEAR = "2025",
PAGES = "104469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133931"}
@article{bb137969,
AUTHOR = "Huang, Z.Y. and Tang, W.Z. and Zhang, H. and Yang, H.J.",
TITLE = "A general aggregation federated learning intervention algorithm based
on do-calculus",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112210",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133932"}
@article{bb137970,
AUTHOR = "Liu, J.X. and Liu, Z. and Wang, L.F. and Zhang, Z.",
TITLE = "A Two-Stage Causal Intervention Framework for Long-Tailed SAR Target
Recognition",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8748-8762",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133933"}
@article{bb137971,
AUTHOR = "Xu, Z.Z. and Liu, R.K. and Chai, Z.H. and Qi, Y.Y. and Li, L. and Yang, H.Q. and Yuan, C.",
TITLE = "Boosting Long-Tailed Recognition With Label Descriptor and Beyond",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8618-8627",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133934"}
@article{bb137972,
AUTHOR = "Han, X.M. and Zhang, Y. and Ying, S.H. and Gao, Y.",
TITLE = "Hypergraph-Based High-Order Correlation Analysis for Large-Scale
Long-Tailed Data Classification",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "270-282",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133935"}
@article{bb137973,
AUTHOR = "Kim, S. and Kim, H.I. and Ro, Y.M.",
TITLE = "Adaptive integration of textual context and visual embeddings for
underrepresented vision classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112420",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133936"}
@article{bb137974,
AUTHOR = "Wu, Z. and Guo, K. and Ren, S. and Hu, B. and Zhu, X.Y. and Ding, R.",
TITLE = "DBL: Dual-Level balanced learning for long-Tailed classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112448",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133937"}
@article{bb137975,
AUTHOR = "Song, P.H. and Lin, L. and Yu, Y. and Yang, W.J. and Zheng, Q.H.",
TITLE = "Supervised Contrastive Learning With Mixed Samples for Long-Tailed
Recognition",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4394-4398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133938"}
@article{bb137976,
AUTHOR = "Zeng, W. and Li, M.",
TITLE = "Dual-Scale Contrastive Distillation for Long-Tailed Visual
Recognition",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "71-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133939"}
@article{bb137977,
AUTHOR = "Xiong, H.H. and Man, D.P. and Lv, J. and Xu, C. and Zeng, F. and Shi, Y.Y. and Lai, M.Z. and Yang, W.",
TITLE = "Decoupling representation learning and classifier for long-tailed
adversarial training",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133940"}
@article{bb137978,
AUTHOR = "Yang, M. and Zhou, Z.P. and Gong, W.",
TITLE = "Revisiting the representation learning in long-tailed medical image
classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112683",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133941"}
@inproceedings{bb137979,
AUTHOR = "Pathak, N. and Banerjee, A. and Biswas, S.",
TITLE = "Semantic Prototype-Guided Sampling for Long-Tailed Generalized
Category Discovery",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1804-1809",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133942"}
@inproceedings{bb137980,
AUTHOR = "Sidhu, M. and Chopra, H. and Blume, A. and Kim, J. and Reddy, R.G. and Ji, H.",
TITLE = "Search and Detect: Training-Free Long Tail Object Detection via
Web-Image Retrieval",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15129-15138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133943"}
@inproceedings{bb137981,
AUTHOR = "Jung, Y.G. and Park, J. and Yoon, J. and Peng, K.C. and Kim, W. and Teoh, A.B.J. and Camps, O.",
TITLE = "TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy
Anomaly Detection",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25539-25548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133944"}
@inproceedings{bb137982,
AUTHOR = "Zhao, S.Z. and Wen, X. and Liu, J.H. and Ma, C.F. and Yuan, C.F. and Qi, X.J.",
TITLE = "Learning from Neighbors: Category Extrapolation for Long-Tail
Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30483-30492",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133945"}
@inproceedings{bb137983,
AUTHOR = "Li, Z. and Zhang, H.G. and Wang, J. and Chen, M.H. and Hu, H.X. and Yi, W.Z. and Xu, X.Y. and Yang, M. and Ma, C.J.",
TITLE = "From Head to Tail: Efficient Black-box Model Inversion Attack via
Long-tailed Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "29288-29298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133946"}
@inproceedings{bb137984,
AUTHOR = "Yu Hang, W. and Guo, J. and Liu, A. and Wang, K. and Wu, Z. and Liu, Z.Y. and Yin, W.F. and Liu, J.",
TITLE = "TAET: Two-Stage Adversarial Equalization Training on Long-Tailed
Distributions",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15476-15485",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133947"}
@inproceedings{bb137985,
AUTHOR = "Bhat, S.D. and More, A. and Soni, M. and Agrawal, S.",
TITLE = "Prior2Posterior: Model Prior Correction for Long-Tailed Learning",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "1289-1298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133948"}
@inproceedings{bb137986,
AUTHOR = "Jung, H. and Wang, X.Q.",
TITLE = "Towards On-the-Fly Novel Category Discovery in Dynamic Long-Tailed
Distributions",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6795-6804",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133949"}
@inproceedings{bb137987,
AUTHOR = "Yu, T. and Zhao, X. and An, Y.Q. and Tang, M. and Wang, J.Q.",
TITLE = "Knowledge Distillation Dealing with Sample-wise Long-tail Problem",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "X: 411-427",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133950"}
@inproceedings{bb137988,
AUTHOR = "Lin, D.K. and Peng, T. and Chen, R. and Xie, X.R. and Qin, X.L. and Cui, Z.",
TITLE = "Distributionally Robust Loss for Long-tailed Multi-label Image
Classification",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXIII: 417-433",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133951"}
@inproceedings{bb137989,
AUTHOR = "Aimar, E.S. and Helgesen, N. and Xu, Y.H. and Kuhlmann, M. and Felsberg, M.",
TITLE = "Flexible Distribution Alignment: Towards Long-tailed Semi-supervised
Learning with Proper Calibration",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LIV: 307-327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133952"}
@inproceedings{bb137990,
AUTHOR = "Zhao, Q.H. and Dai, Y. and Lin, S. and Hu, W. and Zhang, F. and Liu, J.",
TITLE = "LTRL: Boosting Long-tail Recognition via Reflective Learning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVII: 1-18",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133953"}
@inproceedings{bb137991,
AUTHOR = "Zheng, H.W. and Zhou, L.Y. and Li, H. and Su, J.M. and Wei, X.M. and Xu, X.M.",
TITLE = "BEM: Balanced and Entropy-Based Mix for Long-Tailed Semi-Supervised
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "22893-22903",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133954"}
@inproceedings{bb137992,
AUTHOR = "Yue, X. and Mou, N.P. and Wang, Q. and Zhao, L.C.",
TITLE = "Revisiting Adversarial Training Under Long-Tailed Distributions",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24492-24501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133955"}
@inproceedings{bb137993,
AUTHOR = "Khorram, S. and Jiang, M.Q. and Shahbazi, M. and Danesh, M.H. and Fuxin, L.",
TITLE = "Taming the Tail in Class-Conditional GANs: Knowledge Sharing via
Unconditional Training at Lower Resolutions",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "7580-7590",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133956"}
@inproceedings{bb137994,
AUTHOR = "Gu, Y. and Yang, M. and Yang, X. and Wei, K. and Zhu, H.Y. and Goenawan, G.J. and Deng, C.",
TITLE = "Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "8176-8185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133957"}
@inproceedings{bb137995,
AUTHOR = "Wang, X. and Yang, X. and Yin, J. and Wei, K. and Deng, C.",
TITLE = "Long-Tail Class Incremental Learning via Independent SUb-Prototype
Construction",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28598-28607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133958"}
@inproceedings{bb137996,
AUTHOR = "Han, P.X. and Ye, C.K. and Zhou, J. and Zhang, J. and Hong, J. and Li, X.S.",
TITLE = "Latent-based Diffusion Model for Long-tailed Recognition",
BOOKTITLE = L3D-IVU24,
YEAR = "2024",
PAGES = "2639-2648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133959"}
@inproceedings{bb137997,
AUTHOR = "Lavoie, M.A. and Waslander, S.L.",
TITLE = "Class Instance Balanced Learning for Long-Tailed Classification",
BOOKTITLE = CRV23,
YEAR = "2023",
PAGES = "121-128",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133960"}
@inproceedings{bb137998,
AUTHOR = "Kalla, J. and Biswas, S.",
TITLE = "Robust Feature Learning and Global Variance-Driven Classifier
Alignment for Long-Tail Class Incremental Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "32-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133961"}
@inproceedings{bb137999,
AUTHOR = "Zhang, S. and Ni, Y. and Du, J.H. and Liu, Y.X. and Koniusz, P.",
TITLE = "Semantic Transfer from Head to Tail: Enlarging Tail Margin for
Long-Tailed Visual Recognition",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1339-1349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605longt3.html#TT133962"}
Last update:Jan 8, 2026 at 12:52:16