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@article{bb129852,
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@article{bb129858,
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        PAGES = "109724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125920"}

@article{bb129862,
        AUTHOR = "Ma, B.T. and Feng, Y. and Chen, G. and Li, C.Y. and Xia, Y.",
        TITLE = "Federated adaptive reweighting for medical image classification",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125921"}

@article{bb129863,
        AUTHOR = "Zhang, Z. and Ma, X. and Ma, J.F.",
        TITLE = "Local Differential Privacy Based Membership-Privacy-Preserving
Federated Learning for Deep-Learning-Driven Remote Sensing",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "20",
        PAGES = "5050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125922"}

@article{bb129864,
        AUTHOR = "Kumar, R. and Mishra, R. and Gupta, H.P.",
        TITLE = "A Federated Learning Approach With Imperfect Labels in LoRa-Based
Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13099-13107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125923"}

@article{bb129865,
        AUTHOR = "Kwon, D. and Park, J. and Hong, S.",
        TITLE = "Tighter Regret Analysis and Optimization of Online Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15772-15789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125924"}

@article{bb129866,
        AUTHOR = "Sun, Y. and Shen, L. and Sun, H. and Ding, L. and Tao, D.C.",
        TITLE = "Efficient Federated Learning Via Local Adaptive Amended Optimizer
With Linear Speedup",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "14453-14464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125925"}

@article{bb129867,
        AUTHOR = "Phong, L.T. and Phuong, T.T. and Wang, L.H. and Ozawa, S.",
        TITLE = "Frameworks for Privacy-Preserving Federated Learning",
        JOURNAL = IEICE,
        VOLUME = "E107-D",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "2-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125926"}

@article{bb129868,
        AUTHOR = "Shaik, T. and Tao, X.H. and Li, L. and Higgins, N. and Gururajan, R. and Zhou, X. and Yong, J.M.",
        TITLE = "Clustered FedStack: Intermediate Global Models with Bayesian
Information Criterion",
        JOURNAL = PRL,
        VOLUME = "177",
        YEAR = "2024",
        PAGES = "121-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125927"}

@article{bb129869,
        AUTHOR = "Li, Y. and Yang, S. and Ren, X.B. and Shi, L. and Zhao, C.",
        TITLE = "Multi-Stage Asynchronous Federated Learning With Adaptive
Differential Privacy",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1243-1256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125928"}

@article{bb129870,
        AUTHOR = "Huang, W.K. and Ye, M. and Shi, Z.K. and Du, B.",
        TITLE = "Generalizable Heterogeneous Federated Cross-Correlation and Instance
Similarity Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "712-728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125929"}

@article{bb129871,
        AUTHOR = "Zhao, Z.N. and Liang, X.L. and Huang, H. and Wang, K.",
        TITLE = "Deep federated learning hybrid optimization model based on encrypted
aligned data",
        JOURNAL = PR,
        VOLUME = "148",
        YEAR = "2024",
        PAGES = "110193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125930"}

@article{bb129872,
        AUTHOR = "Ribero, M. and Vikalo, H.",
        TITLE = "Reducing communication in federated learning via efficient client
sampling",
        JOURNAL = PR,
        VOLUME = "148",
        YEAR = "2024",
        PAGES = "110122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125931"}

@article{bb129873,
        AUTHOR = "Wang, W.D. and Li, S.Q. and Zhang, J. and Shan, D. and Zhang, G. and Gao, X.",
        TITLE = "A Node Selection Strategy in Space-Air-Ground Information Networks:
A Double Deep Q-Network Based on the Federated Learning Training Method",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "4",
        PAGES = "651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125932"}

@article{bb129874,
        AUTHOR = "Wang, S.F. and Tao, H. and Li, J.Z. and Ji, X.Y. and Gao, Y. and Gong, M.",
        TITLE = "Towards fair and personalized federated recommendation",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125933"}

@article{bb129875,
        AUTHOR = "Kang, M. and Kim, S. and Jin, K.H. and Adeli, E. and Pohl, K.M. and Park, S.H.",
        TITLE = "FedNN: Federated learning on concept drift data using weight and
adaptive group normalizations",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125934"}

@article{bb129876,
        AUTHOR = "Dong, J.H. and Li, H.L. and Cong, Y. and Sun, G. and Zhang, Y. and Van Gool, L.J.",
        TITLE = "No One Left Behind: Real-World Federated Class-Incremental Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2054-2070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125935"}

@article{bb129877,
        AUTHOR = "Wu, Z. and Xu, Z.L. and Yu, H.F. and Liu, J.",
        TITLE = "Information-Theoretic Generalization Analysis for Topology-Aware
Heterogeneous Federated Edge Learning Over Noisy Channels",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "691-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125936"}

@article{bb129878,
        AUTHOR = "Kumar, K.N. and Mohan, C.K. and Cenkeramaddi, L.R.",
        TITLE = "The Impact of Adversarial Attacks on Federated Learning: A Survey",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2672-2691",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125937"}

@article{bb129879,
        AUTHOR = "Shi, Y.J. and Liang, J. and Zhang, W.Q. and Xue, C.H. and Tan, V.Y.F. and Bai, S.",
        TITLE = "Understanding and Mitigating Dimensional Collapse in Federated
Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2936-2949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125938"}

@article{bb129880,
        AUTHOR = "Guan, H. and Yap, P.T. and Bozoki, A. and Liu, M.X.",
        TITLE = "Federated learning for medical image analysis: A survey",
        JOURNAL = PR,
        VOLUME = "151",
        YEAR = "2024",
        PAGES = "110424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125939"}

@article{bb129881,
        AUTHOR = "Miao, Y.F. and Ni, W.L. and Tian, H.",
        TITLE = "One-Bit Aggregation for Over-the-Air Federated Learning Against
Byzantine Attacks",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1024-1028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125940"}

@article{bb129882,
        AUTHOR = "Zhao, H. and Ji, F. and Wang, Y. and Yao, K.X. and Chen, F.J.",
        TITLE = "Space-Air-Ground-Sea Integrated Network with Federated Learning",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "9",
        PAGES = "1640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125941"}

@article{bb129883,
        AUTHOR = "Piotrowski, T. and Ismayilov, R. and Frey, M. and Cavalcante, R.L.G.",
        TITLE = "Inverse Feasibility in Over-the-Air Federated Learning",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1434-1438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125942"}

@article{bb129884,
        AUTHOR = "Guo, S. and Wang, H. and Geng, X.",
        TITLE = "Dynamic heterogeneous federated learning with multi-level prototypes",
        JOURNAL = PR,
        VOLUME = "153",
        YEAR = "2024",
        PAGES = "110542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125943"}

@article{bb129885,
        AUTHOR = "Ben Youssef, B. and Alhmidi, L. and Bazi, Y. and Zuair, M.",
        TITLE = "Federated Learning Approach for Remote Sensing Scene Classification",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "12",
        PAGES = "2194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125944"}

@article{bb129886,
        AUTHOR = "Wang, S.Y. and Zhao, H.T. and Wen, W.L. and Xia, W.C. and Wang, B. and Zhu, H.B.",
        TITLE = "Contract Theory Based Incentive Mechanism for Clustered Vehicular
Federated Learning",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8134-8147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125945"}

@inproceedings{bb129887,
        AUTHOR = "Tu, N.A. and Abu, A. and Aikyn, N. and Makhanov, N. and Lee, M.H. and Le Huy, K. and Wong, K.S.",
        TITLE = "FedFSLAR: A Federated Learning Framework for Few-shot Action
Recognition",
        BOOKTITLE = RWSurvil24,
        YEAR = "2024",
        PAGES = "270-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125946"}

@inproceedings{bb129888,
        AUTHOR = "Eloul, S. and Silavong, F. and Kamthe, S. and Georgiadis, A. and Moran, S.J.",
        TITLE = "Mixing Gradients in Neural Networks as a Strategy to Enhance Privacy
in Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3944-3953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125947"}

@inproceedings{bb129889,
        AUTHOR = "Wang, F. and Velipasalar, S. and Gursoy, M.C.",
        TITLE = "Maximum Knowledge Orthogonality Reconstruction with Gradients in
Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3872-3881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125948"}

@inproceedings{bb129890,
        AUTHOR = "Sivasubramanian, D. and Nagalapatti, L. and Iyer, R. and Ramakrishnan, G.",
        TITLE = "Gradient Coreset for Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2636-2645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125949"}

@inproceedings{bb129891,
        AUTHOR = "Lim, J.H. and Ha, S. and Yoon, S.W.",
        TITLE = "MetaVers: Meta-Learned Versatile Representations for Personalized
Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2575-2584",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125950"}

@inproceedings{bb129892,
        AUTHOR = "Yashwanth, M. and Nayak, G.K. and Rangwani, H. and Singh, A. and Babu, R.V. and Chakraborty, A.",
        TITLE = "Minimizing Layerwise Activation Norm Improves Generalization in
Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2276-2285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125951"}

@inproceedings{bb129893,
        AUTHOR = "Amosy, O. and Eyal, G. and Chechik, G.",
        TITLE = "Late to the party? On-demand unlabeled personalized federated
learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2173-2182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125952"}

@inproceedings{bb129894,
        AUTHOR = "Ashraf, T. and Mir, F.B.A. and Gillani, I.A.",
        TITLE = "TransFed: A way to epitomize Focal Modulation using Transformer-based
Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "543-552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125953"}

@inproceedings{bb129895,
        AUTHOR = "Fang, H. and Chen, B. and Wang, X. and Wang, Z. and Xia, S.T.",
        TITLE = "GIFD: A Generative Gradient Inversion Method with Feature Domain
Optimization",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4944-4953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125954"}

@inproceedings{bb129896,
        AUTHOR = "Wan, G. and Du, H.T. and Yuan, X.J. and Yang, J. and Chen, M.L. and Xu, J.",
        TITLE = "Enhancing Privacy Preservation in Federated Learning via Learning
Rate Perturbation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4749-4758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125955"}

@inproceedings{bb129897,
        AUTHOR = "Zeng, Y. and Liu, L. and Liu, L. and Shen, L. and Liu, S. and Wu, B.Y.",
        TITLE = "Global Balanced Experts for Federated Long-Tailed Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4792-4802",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125956"}

@inproceedings{bb129898,
        AUTHOR = "Chen, H. and Frikha, A. and Krompass, D. and Gu, J.D. and Tresp, V.",
        TITLE = "FRAug: Tackling Federated Learning with Non-IID Features via
Representation Augmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4826-4836",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125957"}

@inproceedings{bb129899,
        AUTHOR = "Ghodsi, Z. and Javaheripi, M. and Sheybani, N. and Zhang, X. and Huang, K. and Koushanfar, F.",
        TITLE = "zPROBE: Zero Peek Robustness Checks for Federated Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4837-4847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT125958"}

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