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        AUTHOR = "Pi, R.J. and Zhang, W.Z. and Xie, Y.Q. and Gao, J.H. and Wang, X.Y. and Kim, S. and Chen, Q.F.",
        TITLE = "DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12177-12186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140747"}

@inproceedings{bb144801,
        AUTHOR = "Zhang, T. and Gao, L. and Lee, S. and Zhang, M. and Avestimehr, S.",
        TITLE = "TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with
Adaptive Partial Training",
        BOOKTITLE = FedVision23,
        YEAR = "2023",
        PAGES = "5064-5073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140748"}

@inproceedings{bb144802,
        AUTHOR = "Ovi, P.R. and Dey, E. and Roy, N. and Gangopadhyay, A.",
        TITLE = "Mixed Quantization Enabled Federated Learning to Tackle Gradient
Inversion Attacks",
        BOOKTITLE = FedVision23,
        YEAR = "2023",
        PAGES = "5046-5054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140749"}

@inproceedings{bb144803,
        AUTHOR = "Cai, R. and Chen, X.H. and Liu, S.W. and Srinivasa, J. and Lee, M. and Kompella, R. and Wang, Z.Y.",
        TITLE = "Many-Task Federated Learning: A New Problem Setting and A Simple
Baseline",
        BOOKTITLE = FedVision23,
        YEAR = "2023",
        PAGES = "5037-5045",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140750"}

@inproceedings{bb144804,
        AUTHOR = "Chen, D.S. and Tan, V.J.K. and Lu, Z.L. and Wu, E. and Hu, J.",
        TITLE = "OpenFed: A Comprehensive and Versatile Open-Source Federated Learning
Framework",
        BOOKTITLE = FedVision23,
        YEAR = "2023",
        PAGES = "5018-5026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140751"}

@inproceedings{bb144805,
        AUTHOR = "Chen, H. and Vikalo, H.",
        TITLE = "Federated Learning in Non-IID Settings Aided by Differentially
Private Synthetic Data",
        BOOKTITLE = FedVision23,
        YEAR = "2023",
        PAGES = "5027-5036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140752"}

@inproceedings{bb144806,
        AUTHOR = "Shi, Y.F. and Liu, Y.Q. and Wei, K. and Shen, L. and Wang, X.Q. and Tao, D.C.",
        TITLE = "Make Landscape Flatter in Differentially Private Federated Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24552-24562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140753"}

@inproceedings{bb144807,
        AUTHOR = "Zhu, J. and Ma, X.C. and Blaschko, M.B.",
        TITLE = "Confidence-Aware Personalized Federated Learning via Variational
Expectation Maximization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24542-24551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140754"}

@inproceedings{bb144808,
        AUTHOR = "Ilhan, F. and Su, G. and Liu, L.",
        TITLE = "ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous
Clients",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24532-24541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140755"}

@inproceedings{bb144809,
        AUTHOR = "Liao, D.P. and Gao, X.T. and Zhao, Y.R. and Xu, C.Z.",
        TITLE = "Adaptive Channel Sparsity for Federated Learning under System
Heterogeneity",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20432-20441",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140756"}

@inproceedings{bb144810,
        AUTHOR = "Xu, Y.Y. and Lin, C.S. and Wang, Y.C.A.F.",
        TITLE = "Bias-Eliminating Augmentation Learning for Debiased Federated
Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20442-20452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140757"}

@inproceedings{bb144811,
        AUTHOR = "Wang, H.Z. and Li, Y.C. and Xu, W.C. and Li, R.X. and Zhan, Y.F. and Zeng, Z.G.",
        TITLE = "DaFKD: Domain-aware Federated Knowledge Distillation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20412-20421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140758"}

@inproceedings{bb144812,
        AUTHOR = "Qin, Z.X. and Yang, L. and Wang, Q.L. and Han, Y. and Hu, Q.H.",
        TITLE = "Reliable and Interpretable Personalized Federated Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "20422-20431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140759"}

@inproceedings{bb144813,
        AUTHOR = "Chow, K.H. and Liu, L. and Wei, W.Q. and Ilhan, F. and Wu, Y.Z.",
        TITLE = "STDLens: Model Hijacking-Resilient Federated Learning for Object
Detection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16343-16351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140760"}

@inproceedings{bb144814,
        AUTHOR = "Xiong, Y.H. and Wang, R. and Cheng, M. and Yu, F. and Hsieh, C.J.",
        TITLE = "FedDM: Iterative Distribution Matching for Communication-Efficient
Federated Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16323-16332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140761"}

@inproceedings{bb144815,
        AUTHOR = "Huang, W.K. and Ye, M. and Shi, Z.K. and Li, H. and Du, B.",
        TITLE = "Rethinking Federated Learning with Domain Shift: A Prototype View",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16312-16322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140762"}

@inproceedings{bb144816,
        AUTHOR = "Li, M. and Li, Q.L. and Wang, Y.",
        TITLE = "Class Balanced Adaptive Pseudo Labeling for Federated Semi-Supervised
Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16292-16301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140763"}

@inproceedings{bb144817,
        AUTHOR = "Chen, D.S. and Hu, J. and Tan, V.J.K. and Wei, X.M. and Wu, E.",
        TITLE = "Elastic Aggregation for Federated Optimization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12187-12197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140764"}

@inproceedings{bb144818,
        AUTHOR = "Qu, Z. and Li, X.Y. and Han, X. and Duan, R. and Shen, C.C. and Chen, L.X.",
        TITLE = "How to Prevent the Poor Performance Clients for Personalized
Federated Learning?",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12167-12176",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140765"}

@inproceedings{bb144819,
        AUTHOR = "Feng, C.M. and Li, B. and Xu, X.X. and Liu, Y. and Fu, H.Z. and Zuo, W.M.",
        TITLE = "Learning Federated Visual Prompt in Null Space for MRI Reconstruction",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "8064-8073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140766"}

@inproceedings{bb144820,
        AUTHOR = "Duan, J.H. and Li, W.Z. and Zou, D. and Li, R.C. and Lu, S.",
        TITLE = "Federated Learning with Data-Agnostic Distribution Fusion",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "8074-8083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140767"}

@inproceedings{bb144821,
        AUTHOR = "Miao, J.X. and Yang, Z.X. and Fan, L.L. and Yang, Y.",
        TITLE = "FedSeg: Class-Heterogeneous Federated Learning for Semantic
Segmentation",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "8042-8052",
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@inproceedings{bb144822,
        AUTHOR = "Zhao, J.C. and Elkordy, A.R. and Sharma, A. and Ezzeldin, Y.H. and Avestimehr, S. and Bagchi, S.",
        TITLE = "The Resource Problem of Using Linear Layer Leakage Attack in
Federated Learning",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3974-3983",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140769"}

@inproceedings{bb144823,
        AUTHOR = "Li, B. and Schmidt, M.N. and Alstrom, T.S. and Stich, S.U.",
        TITLE = "On the Effectiveness of Partial Variance Reduction in Federated
Learning with Heterogeneous Data",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3964-3973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140770"}

@inproceedings{bb144824,
        AUTHOR = "Zhang, R.P. and Xu, Q. and Yao, J.C. and Zhang, Y. and Tian, Q. and Wang, Y.F.",
        TITLE = "Federated Domain Generalization with Generalization Adjustment",
        BOOKTITLE = CVPR23,
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        PAGES = "3954-3963",
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@inproceedings{bb144825,
        AUTHOR = "Luo, K.Y. and Li, X. and Lan, Y.S. and Gao, M.",
        TITLE = "GradMA: A Gradient-Memory-based Accelerated Federated Learning with
Alleviated Catastrophic Forgetting",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "3708-3717",
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@inproceedings{bb144826,
        AUTHOR = "Li, Y.L. and Sani, A.S. and Yuan, D. and Bao, W.",
        TITLE = "Enhancing Federated Learning Robustness Through Clustering Non-iid
Features",
        BOOKTITLE = "ACCVWS22",
        YEAR = "2022",
        PAGES = "45-59",
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@inproceedings{bb144827,
        AUTHOR = "Jain, S. and Jerripothula, K.R.",
        TITLE = "Federated Learning for Commercial Image Sources",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "6523-6532",
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@inproceedings{bb144828,
        AUTHOR = "Shenaj, D. and Fani, E. and Toldo, M. and Caldarola, D. and Tavera, A. and Michieli, U. and Ciccone, M. and Zanuttigh, P. and Caputo, B.",
        TITLE = "Learning Across Domains and Devices: Style-Driven Source-Free Domain
Adaptation in Clustered Federated Learning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "444-454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140775"}

@inproceedings{bb144829,
        AUTHOR = "Quan, P. and Lee, W.H. and Srivatsa, M. and Srivastava, M.",
        TITLE = "Enhancing Robustness in Federated Learning by Supervised Anomaly
Detection",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "996-1003",
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@inproceedings{bb144830,
        AUTHOR = "Kundalwal, M.K. and Saraswat, A. and Mishra, I. and Mishra, D.",
        TITLE = "BAFL: Federated Learning with Base Ablation for Cost Effective
Communication",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1922-1928",
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@inproceedings{bb144831,
        AUTHOR = "Zaccone, R. and Rizzardi, A. and Caldarola, D. and Ciccone, M. and Caputo, B.",
        TITLE = "Speeding up Heterogeneous Federated Learning with Sequentially
Trained Superclients",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3376-3382",
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@inproceedings{bb144832,
        AUTHOR = "Yuan, H.L. and Hui, B. and Yang, Y.C. and Burlina, P. and Gong, N.Z.Q. and Cao, Y.",
        TITLE = "Addressing Heterogeneity in Federated Learning via Distributional
Transformation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVIII:179-195",
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@inproceedings{bb144833,
        AUTHOR = "Varno, F. and Saghayi, M. and Sevyeri, L.R. and Gupta, S. and Matwin, S. and Havaei, M.",
        TITLE = "AdaBest: Minimizing Client Drift in Federated Learning via Adaptive
Bias Estimation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIII:710-726",
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@inproceedings{bb144834,
        AUTHOR = "Mugunthan, V. and Lin, E. and Gokul, V. and Lau, C. and Kagal, L. and Pieper, S.",
        TITLE = "FedLTN: Federated Learning for Sparse and Personalized Lottery Ticket
Networks",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:69-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140781"}

@inproceedings{bb144835,
        AUTHOR = "Dong, X. and Zhang, S.Q. and Li, A. and Kung, H.T.",
        TITLE = "SphereFed: Hyperspherical Federated Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVI:165-184",
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@inproceedings{bb144836,
        AUTHOR = "Han, S. and Park, S. and Wu, F.Z. and Kim, S. and Wu, C.H. and Xie, X. and Cha, M.",
        TITLE = "FedX: Unsupervised Federated Learning with Cross Knowledge Distillation",
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@inproceedings{bb144837,
        AUTHOR = "Caldarola, D. and Caputo, B. and Ciccone, M.",
        TITLE = "Improving Generalization in Federated Learning by Seeking Flat Minima",
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@inproceedings{bb144838,
        AUTHOR = "Mendieta, M. and Yang, T. and Wang, P. and Lee, M.W. and Ding, Z.M. and Chen, C.",
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Rethinking Data Heterogeneity in Federated Learning",
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@inproceedings{bb144839,
        AUTHOR = "Liang, X.X. and Lin, Y.Q. and Fu, H.Z. and Zhu, L. and Li, X.M.",
        TITLE = "RSCFed: Random Sampling Consensus Federated Semi-supervised Learning",
        BOOKTITLE = CVPR22,
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@inproceedings{bb144840,
        AUTHOR = "Becking, D. and Kirchhoffer, H. and Tech, G. and Haase, P. and Muller, K. and Schwarz, H. and Samek, W.",
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Federated Learning",
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@inproceedings{bb144841,
        AUTHOR = "Cheng, G. and Charles, Z. and Garrett, Z. and Rush, K.",
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@inproceedings{bb144842,
        AUTHOR = "Zhang, L. and Luo, Y. and Bai, Y. and Du, B. and Duan, L.Y.",
        TITLE = "Federated Learning for Non-IID Data via Unified Feature Learning and
Optimization Objective Alignment",
        BOOKTITLE = ICCV21,
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@inproceedings{bb144843,
        AUTHOR = "Yao, C.H. and Gong, B.Q. and Qi, H. and Cui, Y. and Zhu, Y.K. and Yang, M.H.",
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@inproceedings{bb144844,
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@inproceedings{bb144845,
        AUTHOR = "Caldarola, D. and Mancini, M. and Galasso, F. and Ciccone, M. and Rodola, E. and Caputo, B.",
        TITLE = "Cluster-driven Graph Federated Learning over Multiple Domains",
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@inproceedings{bb144846,
        AUTHOR = "Hao, W. and El Khamy, M. and Lee, J. and Zhang, J.Y. and Liang, K.J. and Chen, C.Y. and Carin, L.",
        TITLE = "Towards Fair Federated Learning with Zero-Shot Data Augmentation",
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@inproceedings{bb144847,
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        YEAR = "2021",
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@inproceedings{bb144848,
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        TITLE = "Initialize with Mask: For More Efficient Federated Learning",
        BOOKTITLE = MMMod21,
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@inproceedings{bb144849,
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@inproceedings{bb144850,
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@inproceedings{bb144851,
        AUTHOR = "Yao, X. and Huang, T. and Wu, C. and Zhang, R. and Sun, L.",
        TITLE = "Towards Faster and Better Federated Learning:
A Feature Fusion Approach",
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@article{bb144852,
        AUTHOR = "Yu, Z.X. and Hu, J. and Min, G. and Zhao, Z.W. and Miao, W. and Hossain, M.S.",
        TITLE = "Mobility-Aware Proactive Edge Caching for Connected Vehicles Using
Federated Learning",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5341-5351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140799"}

@article{bb144853,
        AUTHOR = "Ribero, M. and Henderson, J. and Williamson, S. and Vikalo, H.",
        TITLE = "Federating recommendations using differentially private prototypes",
        JOURNAL = PR,
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        YEAR = "2022",
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@article{bb144854,
        AUTHOR = "Sun, T. and Li, D.S. and Wang, B.",
        TITLE = "Decentralized Federated Averaging",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4289-4301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140801"}

@article{bb144855,
        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",
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@article{bb144856,
        AUTHOR = "Yan, R. and Qu, L.Q. and Wei, Q.Y. and Huang, S.C. and Shen, L. and Rubin, D.L. and Xing, L. and Zhou, Y.Y.",
        TITLE = "Label-Efficient Self-Supervised Federated Learning for Tackling Data
Heterogeneity in Medical Imaging",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1932-1943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140803"}

@inproceedings{bb144857,
        AUTHOR = "Qu, L.Q. and Zhou, Y.Y. and Liang, P.P. and Xia, Y.D. and Wang, F.F. and Adeli, E. and Fei Fei, L. and Rubin, D.L.",
        TITLE = "Rethinking Architecture Design for Tackling Data Heterogeneity in
Federated Learning",
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        YEAR = "2022",
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@article{bb144858,
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        TITLE = "Frameworks for Privacy-Preserving Federated Learning",
        JOURNAL = IEICE,
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        JOURNAL = PAMI,
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@article{bb144860,
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        TITLE = "Deep federated learning hybrid optimization model based on encrypted
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@article{bb144862,
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@article{bb144863,
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        TITLE = "Federated Learning of Generalized Linear Causal Networks",
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        TITLE = "Mutual Gradient Inversion: Unveiling Privacy Risks of Federated
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140811"}

@article{bb144865,
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        TITLE = "Federated Feature Augmentation and Alignment",
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@article{bb144867,
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@inproceedings{bb144868,
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        TITLE = "Robust Federated Learning with Noisy and Heterogeneous Clients",
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@article{bb144869,
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        TITLE = "Alternating Offer-Based Payment Allocation for Privacy Non-Disclosure
in Federated Learning",
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@article{bb144870,
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@article{bb144871,
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@inproceedings{bb144881,
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@inproceedings{bb144882,
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@inproceedings{bb144883,
        AUTHOR = "Kumar, K.N. and Jha, R.R. and Mohan, C.K. and Tallamraju, R.B.",
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@inproceedings{bb144884,
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        TITLE = "Revamping Federated Learning Security from a Defender's Perspective:
A Unified Defense with Homomorphic Encrypted Data Space",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140831"}

@inproceedings{bb144885,
        AUTHOR = "Zhu, G.X. and Li, D.H. and Gu, H.L. and Yao, Y. and Fan, L.X. and Han, Y.X.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140832"}

@inproceedings{bb144886,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140833"}

@inproceedings{bb144887,
        AUTHOR = "Xie, L. and Luan, T.Y. and Cai, W.Y. and Yan, G. and Chen, Z.Y. and Xi, N. and Fang, Y.J. and Shen, Q. and Wu, Z.H. and Yuan, J.S.",
        TITLE = "dFLMoE: Decentralized Federated Learning via Mixture of Experts for
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        YEAR = "2025",
        PAGES = "10203-10213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140834"}

@inproceedings{bb144888,
        AUTHOR = "Ma, Y.B. and Dai, W. and Huang, W.K. and Chen, J.Y.",
        TITLE = "Geometric Knowledge-Guided Localized Global Distribution Alignment
for Federated Learning",
        BOOKTITLE = CVPR25,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT140835"}

@inproceedings{bb144889,
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@inproceedings{bb144891,
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