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        TITLE = "On the Out-Of-Distribution Generalization of Large Multimodal Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10315-10326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131961"}

@inproceedings{bb135954,
        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/pattern605im1.html#TT131962"}

@inproceedings{bb135955,
        AUTHOR = "Xu, Z. and Xiang, X. and Liang, Y.F.",
        TITLE = "Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15402-15412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131963"}

@inproceedings{bb135956,
        AUTHOR = "Liu, Y.H. and Zhao, W.J. and Guo, Y.H.",
        TITLE = "H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15413-15423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131964"}

@inproceedings{bb135957,
        AUTHOR = "Liu, L. and Qin, Y.",
        TITLE = "Detecting Out-of-distribution through the Lens of Neural Collapse",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15424-15433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131965"}

@inproceedings{bb135958,
        AUTHOR = "Wallin, E. and Kahl, F. and Hammarstrand, L.",
        TITLE = "ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification
via Multi-Depth Networks",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20612-20621",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131966"}

@inproceedings{bb135959,
        AUTHOR = "Tian, Z.C. and Liu, Y.Y. and Sun, Q.",
        TITLE = "Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23037-23047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131967"}

@inproceedings{bb135960,
        AUTHOR = "Smadar, Y. and Hoogi, A.",
        TITLE = "Dynamic Group Normalization: Spatio-Temporal Adaptation to Evolving
Data Statistics",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30167-30177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131968"}

@inproceedings{bb135961,
        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/pattern605im1.html#TT131969"}

@inproceedings{bb135962,
        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/pattern605im1.html#TT131970"}

@inproceedings{bb135963,
        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/pattern605im1.html#TT131971"}

@inproceedings{bb135964,
        AUTHOR = "Tran, P.V.",
        TITLE = "SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object
Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4672-4681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131972"}

@inproceedings{bb135965,
        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/pattern605im1.html#TT131973"}

@inproceedings{bb135966,
        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/pattern605im1.html#TT131974"}

@inproceedings{bb135967,
        AUTHOR = "Li, J.L. and Bao, L.Q. and Zhang, W.Z.",
        TITLE = "Imbalanced data classification method based on an improved fruit fly
optimization algorithm and Adaboost",
        BOOKTITLE = ICIVC24,
        YEAR = "2024",
        PAGES = "210-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131975"}

@inproceedings{bb135968,
        AUTHOR = "Li, L.J. and Wu, Z.Y. and Liu, J.M. and Ji, Y.",
        TITLE = "TAE: Task-aware Expandable Representation for Long Tail Class
Incremental Learning",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "IV: 335-351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131976"}

@inproceedings{bb135969,
        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/pattern605im1.html#TT131977"}

@inproceedings{bb135970,
        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/pattern605im1.html#TT131978"}

@inproceedings{bb135971,
        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/pattern605im1.html#TT131979"}

@inproceedings{bb135972,
        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/pattern605im1.html#TT131980"}

@inproceedings{bb135973,
        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/pattern605im1.html#TT131981"}

@inproceedings{bb135974,
        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/pattern605im1.html#TT131982"}

@inproceedings{bb135975,
        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/pattern605im1.html#TT131983"}

@inproceedings{bb135976,
        AUTHOR = "Cetinkaya, B. and Kalkan, S. and Akbas, E.",
        TITLE = "RankED: Addressing Imbalance and Uncertainty in Edge Detection Using
Ranking-based Losses",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3239-3249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131984"}

@inproceedings{bb135977,
        AUTHOR = "Lemkhenter, A. and Wang, M. and Zancato, L. and Swaminathan, G. and Favaro, P. and Modolo, D.",
        TITLE = "SemiGPC: Distribution-Aware Label Refinement for Imbalanced
Semi-Supervised Learning Using Gaussian Processes",
        BOOKTITLE = L3D-IVU24,
        YEAR = "2024",
        PAGES = "2576-2585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131985"}

@inproceedings{bb135978,
        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/pattern605im1.html#TT131986"}

@inproceedings{bb135979,
        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/pattern605im1.html#TT131987"}

@inproceedings{bb135980,
        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/pattern605im1.html#TT131988"}

@inproceedings{bb135981,
        AUTHOR = "Park, T. and Lee, H. and Kim, H.",
        TITLE = "Rebalancing Using Estimated Class Distribution for Imbalanced
Semi-supervised Learning Under Class Distribution Mismatch",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXII: 388-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131989"}

@inproceedings{bb135982,
        AUTHOR = "Lee, H. and Kim, H.",
        TITLE = "CDMAD: Class-Distribution-Mismatch-Aware Debiasing for
Class-Imbalanced Semi-Supervised Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23891-23900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131990"}

@inproceedings{bb135983,
        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/pattern605im1.html#TT131991"}

@inproceedings{bb135984,
        AUTHOR = "Ye, C.K. and Tsuchida, R. and Petersson, L. and Barnes, N.M.",
        TITLE = "Label Shift Estimation for Class-Imbalance Problem:
A Bayesian Approach",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1062-1071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131992"}

@inproceedings{bb135985,
        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/pattern605im1.html#TT131993"}

@inproceedings{bb135986,
        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/pattern605im1.html#TT131994"}

@inproceedings{bb135987,
        AUTHOR = "Dixit, A. and Mani, A.",
        TITLE = "GeometricSMOTE-Enhanced Deep Gaussian Mixture Models for Imbalanced
Data Classification",
        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131995"}

@inproceedings{bb135988,
        AUTHOR = "Zhao, Y. and Wang, N.",
        TITLE = "Parameter selection of Gaussian kernel for cost-sensitive support
vector machines in imbalanced data classification",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "243-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131996"}

@inproceedings{bb135989,
        AUTHOR = "Zhou, Y.X. and Qu, Y. and Xu, X. and Shen, H.T.",
        TITLE = "ImbSAM: A Closer Look at Sharpness-Aware Minimization in
Class-Imbalanced Recognition",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11311-11321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131997"}

@inproceedings{bb135990,
        AUTHOR = "Lu, Y. and Zhang, Y.L. and Han, B. and Cheung, Y.M. and Wang, H.Z.",
        TITLE = "Label-Noise Learning with Intrinsically Long-Tailed Data",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1369-1378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131998"}

@inproceedings{bb135991,
        AUTHOR = "Tao, Y.F. and Sun, J. and Yang, H. and Chen, L. and Wang, X. and Yang, W.M. and Du, D. and Zheng, M.",
        TITLE = "Local and Global Logit Adjustments for Long-Tailed Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11749-11758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT131999"}

@inproceedings{bb135992,
        AUTHOR = "Chen, X.H. and Zhou, Y. and Wu, D. and Yang, C. and Li, B. and Hu, Q.H. and Wang, W.P.",
        TITLE = "AREA: Adaptive Reweighting via Effective Area for Long-Tailed
Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19220-19230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132000"}

@inproceedings{bb135993,
        AUTHOR = "Park, M.H. and Kim, H.I. and Song, H.J. and Kang, D.O.",
        TITLE = "Augmenting Features via Contrastive Learning-based Generative Model
for Long-Tailed Classification",
        BOOKTITLE = LIMIT23,
        YEAR = "2023",
        PAGES = "1010-1019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132001"}

@inproceedings{bb135994,
        AUTHOR = "Zhao, Q.H. and Jiang, C. and Hu, W. and Zhang, F. and Liu, J.",
        TITLE = "MDCS: More Diverse Experts with Consistency Self-distillation for
Long-tailed Recognition",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11563-11574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132002"}

@inproceedings{bb135995,
        AUTHOR = "Lin, C.S. and Chen, M.H. and Wang, Y.C.A.F.",
        TITLE = "Frequency-Aware Self-Supervised Long-Tailed Learning",
        BOOKTITLE = LIMIT23,
        YEAR = "2023",
        PAGES = "963-972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132003"}

@inproceedings{bb135996,
        AUTHOR = "Park, W. and Park, I. and Kim, S. and Ryu, J.B.",
        TITLE = "Robust Asymmetric Loss for Multi-Label Long-Tailed Learning",
        BOOKTITLE = CVAMD23,
        YEAR = "2023",
        PAGES = "2703-2712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132004"}

@inproceedings{bb135997,
        AUTHOR = "Yamagishi, Y. and Hanaoka, S.",
        TITLE = "Effect of Stage Training for Long-Tailed Multi-Label Image
Classification",
        BOOKTITLE = CVAMD23,
        YEAR = "2023",
        PAGES = "2713-2720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132005"}

@inproceedings{bb135998,
        AUTHOR = "Zhang, W.Q. and Liu, C.S. and Zeng, L.Z. and Ooi, B.C. and Tang, S.L. and Zhuang, Y.T.",
        TITLE = "Learning in Imperfect Environment: Multi-Label Classification with
Long-Tailed Distribution and Partial Labels",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1423-1432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132006"}

@inproceedings{bb135999,
        AUTHOR = "Nah, W.J. and Ng, C.C. and Lin, C.T. and Lee, Y.K. and Kew, J.L. and Tan, Z.Q. and Chan, C.S. and Zach, C. and Lai, S.H.",
        TITLE = "Rethinking Long-Tailed Visual Recognition with Dynamic Probability
Smoothing and Frequency Weighted Focusing",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "435-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132007"}

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