@article{bb118200, AUTHOR = "Cao, C.Z. and Liu, X. and Cao, S. and Shi, J.Q.", TITLE = "Joint classification and prediction of random curves using heavy-tailed process functional regression", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109213", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114368"} @article{bb118201, 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/pattern605im1.html#TT114369"} @article{bb118202, AUTHOR = "Wang, X.Y. and Jing, L.P. and Lyu, Y. and Guo, M.Z. and Wang, J.Q. and Liu, H.F. and Yu, J. and Zeng, T.Y.", TITLE = "Deep Generative Mixture Model for Robust Imbalance Classification", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "3", MONTH = "March", PAGES = "2897-2912", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114370"} @inproceedings{bb118203, AUTHOR = "Wang, X.Y. and Lyu, Y. and Jing, L.P.", TITLE = "Deep Generative Model for Robust Imbalance Classification", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "14112-14121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114371"} @article{bb118204, 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/pattern605im1.html#TT114372"} @article{bb118205, AUTHOR = "Lazaro, M. and Figueiras Vidal, A.R.", TITLE = "Neural network for ordinal classification of imbalanced data by minimizing a Bayesian cost", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109303", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114373"} @article{bb118206, AUTHOR = "Wang, X.N. and Zhao, Y. and Li, C. and Ren, P.", TITLE = "ProbSAP: A comprehensive and high-performance system for student academic performance prediction", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114374"} @article{bb118207, AUTHOR = "Liu, Y.C. and Lai, K.W.C.", TITLE = "The Performance Index of Convolutional Neural Network-Based Classifiers in Class Imbalance Problem", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109284", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114375"} @article{bb118208, 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/pattern605im1.html#TT114376"} @article{bb118209, AUTHOR = "Li, M. and Cheung, Y.M. and Hu, Z.", 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/pattern605im1.html#TT114377"} @article{bb118210, AUTHOR = "Xi, B. and Li, J.J. and Diao, Y. and Li, Y.S. and Li, Z. and Huang, Y. and Chanussot, J.", TITLE = "DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "1535-1548", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114378"} @article{bb118211, 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/pattern605im1.html#TT114379"} @article{bb118212, AUTHOR = "Chen, H. and Cheng, Y.", TITLE = "Travel Mode Choice Prediction Using Imbalanced Machine Learning", JOURNAL = ITS, VOLUME = "24", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "3795-3808", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114380"} @article{bb118213, 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/pattern605im1.html#TT114381"} @inproceedings{bb118214, AUTHOR = "Jaiswal, A. and Chen, T.L. and Rousseau, J.F. and Peng, Y. 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#TT114382"} @inproceedings{bb118215, AUTHOR = "Peng, H.Y. and Pian, W.G. and Sun, M.M. and Li, P.", TITLE = "Dynamic Re-weighting for Long-tailed Semi-supervised Learning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "6453-6463", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114383"} @inproceedings{bb118216, AUTHOR = "Park, C. and Yim, J. and Jun, E.", TITLE = "Mutual Learning for Long-Tailed Recognition", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2674-2683", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114384"} @inproceedings{bb118217, AUTHOR = "Lazarow, J. and Sohn, K. and Lee, C.Y. and Li, C.L. and Zhang, 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#TT114385"} @inproceedings{bb118218, 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#TT114386"} @inproceedings{bb118219, 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#TT114387"} @inproceedings{bb118220, AUTHOR = "Ye, C. and Barnes, N. 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#TT114388"} @inproceedings{bb118221, AUTHOR = "Wei, Z. and Zhang, L. and Zhao, L.", TITLE = "DSPOTE: Density-induced Selection Probability-based Oversampling TEchnique for Imbalanced Learning", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "1-7", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114389"} @inproceedings{bb118222, 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#TT114390"} @inproceedings{bb118223, AUTHOR = "Zhang, Y. 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#TT114391"} @inproceedings{bb118224, 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#TT114392"} @inproceedings{bb118225, AUTHOR = "Liu, B. and Li, H.X. and Kang, H. and Hua, G. and Vasconcelos, N.M.", TITLE = "Breadcrumbs: Adversarial Class-Balanced Sampling for Long-Tailed Recognition", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIV:637-653", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114393"} @inproceedings{bb118226, AUTHOR = "Tang, K.H. and Tao, M.Y. and Qi, J.X. and Liu, Z.G. and Zhang, H.", TITLE = "Invariant Feature Learning for Generalized Long-Tailed Classification", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIV:709-726", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114394"} @inproceedings{bb118227, AUTHOR = "Hong, Y. and Zhang, J. and Sun, Z.Y. and Yan, K.", TITLE = "SAFA: Sample-Adaptive Feature Augmentation for Long-Tailed Image Classification", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIV:587-603", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114395"} @inproceedings{bb118228, AUTHOR = "Wang, H.L. and Fu, S.M. and He, X.X. and Fang, H.X. and Liu, Z.Z. and Hu, H.J.", TITLE = "Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-Tailed Learning", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIV:179-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114396"} @inproceedings{bb118229, AUTHOR = "Cho, J.H. and Krahenbuhl, P.", TITLE = "Long-tail Detection with Effective Class-Margins", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "VIII:698-714", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114397"} @inproceedings{bb118230, AUTHOR = "Dam, T. and Ferdaus, M.M. and Pratama, M. and Anavatti, S.G. and Jayavelu, S. and Abbass, H.", TITLE = "Latent Preserving Generative Adversarial Network for Imbalance Classification", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3712-3716", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114398"} @inproceedings{bb118231, 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#TT114399"} @inproceedings{bb118232, AUTHOR = "Rangwani, H. and Jaswani, N. and Karmali, T. and Jampani, V. and Babu, R.V.", TITLE = "Improving GANs for Long-Tailed Data Through Group Spectral Regularization", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XV:426-442", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114400"} @inproceedings{bb118233, AUTHOR = "Jiang, C.M. and Najibi, M. and Qi, C.R. and Zhou, Y. and Anguelov, D.", TITLE = "Improving the Intra-class Long-Tail in 3D Detection via Rare Example Mining", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "X:158-175", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114401"} @inproceedings{bb118234, AUTHOR = "Yang, Y.Z. and Wang, H. and Katabi, D.", TITLE = "On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XX:57-75", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114402"} @inproceedings{bb118235, AUTHOR = "Gu, X. and Guo, Y. and Li, Z. and Qiu, J.N. and Dou, Q. and Liu, Y.X. and Lo, B. and Yang, G.Z.", TITLE = "Tackling Long-Tailed Category Distribution Under Domain Shifts", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIII:727-743", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114403"} @inproceedings{bb118236, AUTHOR = "Tian, C.Y. and Wang, W.H. and Zhu, X.Z. and Dai, J.F. and Qiao, Y.", TITLE = "VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXV:73-91", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114404"} @inproceedings{bb118237, 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#TT114405"} @inproceedings{bb118238, AUTHOR = "Yi, X.Y. and Tang, K. and Hua, X.S. and Lim, J.H. and Zhang, H.W.", TITLE = "Identifying Hard Noise in Long-Tailed Sample Distribution", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXVI:739-756", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114406"} @inproceedings{bb118239, AUTHOR = "Xu, Y. and Li, Y.L. and Li, J. 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#TT114407"} @inproceedings{bb118240, 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#TT114408"} @inproceedings{bb118241, 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#TT114409"} @inproceedings{bb118242, AUTHOR = "Park, S. and Hong, Y. and Heo, B. and Yun, S. and Choi, J.Y.", TITLE = "The Majority Can Help the Minority: Context-rich Minority Oversampling for Long-tailed Classification", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "6877-6886", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114410"} @inproceedings{bb118243, AUTHOR = "Alshammari, S. and Wang, Y.X. and Ramanan, D. and Kong, S.", TITLE = "Long-Tailed Recognition via Weight Balancing", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "6887-6897", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114411"} @inproceedings{bb118244, AUTHOR = "Li, M. and Cheung, Y.M. and Lu, Y.", TITLE = "Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "6919-6928", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114412"} @inproceedings{bb118245, AUTHOR = "Parisot, S. and Esperanca, P.M. and McDonagh, S. and Madarasz, T.J. and Yang, Y.X. and Li, Z.G.", TITLE = "Long-tail Recognition via Compositional Knowledge Transfer", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "6929-6938", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114413"} @inproceedings{bb118246, AUTHOR = "Li, J. and Tan, Z. 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/pattern605im1.html#TT114414"} @inproceedings{bb118247, AUTHOR = "Long, A. and Yin, W. and Ajanthan, T. and Nguyen, V. and Purkait, P. and Garg, R. and Blair, A. and Shen, C.H. and van den Hengel, A.J.", TITLE = "Retrieval Augmented Classification for Long-Tail Visual Recognition", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "6949-6959", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114415"} @inproceedings{bb118248, AUTHOR = "Li, B. and Han, Z. and Li, H. and Fu, H.Z. and Zhang, C.Q.", TITLE = "Trustworthy Long-Tailed Classification", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "6960-6969", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114416"} @inproceedings{bb118249, AUTHOR = "Wang, T. and Zhu, Y. and Chen, Y.Y. and Zhao, C.Y. and Yu, B. and Wang, J.Q. and Tang, M.", TITLE = "C2AM Loss: Chasing a Better Decision Boundary for Long-Tail Object Detection", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "6970-6979", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114417"} @inproceedings{bb118250, AUTHOR = "Oh, Y. and Kim, D.J. and Kweon, I.S.", TITLE = "DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "9776-9786", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114418"} @inproceedings{bb118251, 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#TT114419"} @inproceedings{bb118252, AUTHOR = "Yu, S. and Guo, J.F. and Zhang, R. and Fan, Y.X. and Wang, 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#TT114420"} @inproceedings{bb118253, AUTHOR = "Singh, G. and Chu, L. 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#TT114421"} @inproceedings{bb118254, 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#TT114422"} @inproceedings{bb118255, 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#TT114423"} @inproceedings{bb118256, AUTHOR = "Wang, Z. and Duan, T. and Fang, L. and Suo, Q. and Gao, M.", 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#TT114424"} @inproceedings{bb118257, 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#TT114425"} @inproceedings{bb118258, 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#TT114426"} @inproceedings{bb118259, 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#TT114427"} @inproceedings{bb118260, AUTHOR = "Choi, J.W. and Yi, K.M. and Kim, J. and Choo, J.H. and Kim, B.J. and Chang, J. and Gwon, Y.J. and Chang, H.J.", TITLE = "VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "6745-6754", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114428"} @inproceedings{bb118261, 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#TT114429"} @inproceedings{bb118262, AUTHOR = "Sharma, S. and Yu, N. and Fritz, M. and Schiele, B.", TITLE = "Long-Tailed Recognition Using Class-Balanced Experts", BOOKTITLE = GCPR20, YEAR = "2020", PAGES = "86-100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114430"} @inproceedings{bb118263, 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#TT114431"} @inproceedings{bb118264, 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#TT114432"} @inproceedings{bb118265, 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#TT114433"} @inproceedings{bb118266, AUTHOR = "Yu, W.P. and Yang, T. and Chen, C.", TITLE = "Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "3257-3266", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114434"} @inproceedings{bb118267, 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#TT114435"} @inproceedings{bb118268, AUTHOR = "Tripathi, A. and Chakraborty, R. and Kopparapu, S.I.K.", TITLE = "A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "10650-10657", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114436"} @inproceedings{bb118269, 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#TT114437"} @inproceedings{bb118270, 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#TT114438"} @inproceedings{bb118271, 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#TT114439"} @inproceedings{bb118272, 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#TT114440"} @inproceedings{bb118273, 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#TT114441"} @inproceedings{bb118274, 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#TT114442"} @inproceedings{bb118275, 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#TT114443"} @inproceedings{bb118276, 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#TT114444"} @inproceedings{bb118277, 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#TT114445"} @inproceedings{bb118278, 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#TT114446"} @inproceedings{bb118279, AUTHOR = "Zhou, B. and Cui, Q. and Wei, X. and Chen, Z.", TITLE = "BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "9716-9725", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114447"} @inproceedings{bb118280, AUTHOR = "Zhu, L.C. and Yang, Y.", TITLE = "Inflated Episodic Memory With Region Self-Attention for Long-Tailed Visual Recognition", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "4343-4352", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114448"} @inproceedings{bb118281, AUTHOR = "Peng, J. and Bu, X. and Sun, M. and Zhang, Z. and Tan, T. and Yan, J.", TITLE = "Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "9706-9715", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114449"} @inproceedings{bb118282, AUTHOR = "Li, Y. and Wang, T. and Kang, B. and Tang, S. and Wang, C. and Li, J. and Feng, J.", TITLE = "Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "10988-10997", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT114450"} @inproceedings{bb118283, 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#TT114451"} @inproceedings{bb118284, 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#TT114452"} @inproceedings{bb118285, 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#TT114453"} @inproceedings{bb118286, 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#TT114454"} @inproceedings{bb118287, 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#TT114455"} @inproceedings{bb118288, 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#TT114456"} @inproceedings{bb118289, 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#TT114457"} @inproceedings{bb118290, 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#TT114458"} @inproceedings{bb118291, 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#TT114459"} @inproceedings{bb118292, 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#TT114460"} @inproceedings{bb118293, 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#TT114461"} @inproceedings{bb118294, 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#TT114462"} @inproceedings{bb118295, 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#TT114463"} @inproceedings{bb118296, 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#TT114464"} @inproceedings{bb118297, 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#TT114465"} @inproceedings{bb118298, 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#TT114466"} @inproceedings{bb118299, 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#TT114467"}