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NUMBER = "11", MONTH = "November", PAGES = "7065-7077", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT115284"} @article{bb119128, AUTHOR = "Datta, D. and Mallick, P.K. and Reddy, A.V.N. and Mohammed, M.A. and Jaber, M.M. and Alghawli, A.S. and Al Qaness, M.A.A.", TITLE = "A Hybrid Classification of Imbalanced Hyperspectral Images Using ADASYN and Enhanced Deep Subsampled Multi-Grained Cascaded Forest", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "19", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT115285"} @article{bb119129, AUTHOR = "Zhu, Q.Q. and Deng, W.H. and Zheng, Z. and Zhong, Y.F. and Guan, Q.F. and Lin, W.H. and Zhang, L.P. and Li, D.R.", TITLE = "A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification", JOURNAL = Cyber, VOLUME = "52", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "11709-11723", BIBSOURCE = 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Imbalances", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4976-4985", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT115316"} @inproceedings{bb119160, 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#TT115317"} @inproceedings{bb119161, 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#TT115318"} @inproceedings{bb119162, 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#TT115319"} @inproceedings{bb119163, 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#TT115320"} @inproceedings{bb119164, 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#TT115321"} @inproceedings{bb119165, 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#TT115322"} @inproceedings{bb119166, 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#TT115323"} @inproceedings{bb119167, 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#TT115324"} @inproceedings{bb119168, 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#TT115325"} @inproceedings{bb119169, 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#TT115326"} @inproceedings{bb119170, 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#TT115327"} @inproceedings{bb119171, 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#TT115328"} @inproceedings{bb119172, 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#TT115329"} @inproceedings{bb119173, 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#TT115330"} @inproceedings{bb119174, 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#TT115331"} @inproceedings{bb119175, 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#TT115332"} @inproceedings{bb119176, 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#TT115333"} @inproceedings{bb119177, 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#TT115334"} @inproceedings{bb119178, 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#TT115335"} @inproceedings{bb119179, 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#TT115336"} @inproceedings{bb119180, 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#TT115337"} @inproceedings{bb119181, 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#TT115338"} @inproceedings{bb119182, 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#TT115339"} @inproceedings{bb119183, 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#TT115340"} @inproceedings{bb119184, 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#TT115341"} @inproceedings{bb119185, 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#TT115342"} @inproceedings{bb119186, 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#TT115343"} @inproceedings{bb119187, 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#TT115344"} @inproceedings{bb119188, 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#TT115345"} @inproceedings{bb119189, 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#TT115346"} @inproceedings{bb119190, 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#TT115347"} @inproceedings{bb119191, 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#TT115348"} @inproceedings{bb119192, 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#TT115349"} @inproceedings{bb119193, 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#TT115350"} @inproceedings{bb119194, 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#TT115351"} @inproceedings{bb119195, 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#TT115352"} @inproceedings{bb119196, 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#TT115353"} @inproceedings{bb119197, 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#TT115354"} @inproceedings{bb119198, 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#TT115355"} @inproceedings{bb119199, 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#TT115356"}