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        TITLE = "Clustered FedStack: Intermediate Global Models with Bayesian
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        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,
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        YEAR = "2024",
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        MONTH = "February",
        PAGES = "1243-1256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124271"}

@article{bb128202,
        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,
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        YEAR = "2024",
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        PAGES = "712-728",
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@article{bb128203,
        AUTHOR = "Zhao, Z.N. and Liang, X.L. and Huang, H. and Wang, K.",
        TITLE = "Deep federated learning hybrid optimization model based on encrypted
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@article{bb128204,
        AUTHOR = "Ribero, M. and Vikalo, H.",
        TITLE = "Reducing communication in federated learning via efficient client
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        AUTHOR = "Wang, W.D. and Li, S.Q. and Zhang, J. and Shan, D. and Zhang, G. and Gao, X.",
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A Double Deep Q-Network Based on the Federated Learning Training Method",
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@article{bb128206,
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@article{bb128207,
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@article{bb128209,
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Heterogeneous Federated Edge Learning Over Noisy Channels",
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@inproceedings{bb128227,
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@inproceedings{bb128228,
        AUTHOR = "Yang, F.E. and Wang, C.Y. and Wang, Y.C.A.F.",
        TITLE = "Efficient Model Personalization in Federated Learning via
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        BOOKTITLE = ICCV23,
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@inproceedings{bb128229,
        AUTHOR = "Xia, H.F. and Li, K. and Ding, Z.M.",
        TITLE = "Personalized Semantics Excitation for Federated Image Classification",
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@inproceedings{bb128231,
        AUTHOR = "Hu, E. and Tang, Y.X. and Kyrillidis, A. and Jermaine, C.",
        TITLE = "Federated Learning Over Images: Vertical Decompositions and
Pre-Trained Backbones Are Difficult to Beat",
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@inproceedings{bb128232,
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@inproceedings{bb128234,
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@inproceedings{bb128235,
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@inproceedings{bb128236,
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@inproceedings{bb128237,
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@article{bb128240,
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@inproceedings{bb128244,
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@inproceedings{bb128245,
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@inproceedings{bb128248,
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@inproceedings{bb128249,
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@inproceedings{bb128250,
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@inproceedings{bb128251,
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@inproceedings{bb128252,
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@inproceedings{bb128253,
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@inproceedings{bb128254,
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@inproceedings{bb128255,
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@inproceedings{bb128256,
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        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",
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@inproceedings{bb128258,
        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",
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@inproceedings{bb128259,
        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#TT124329"}

@inproceedings{bb128260,
        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#TT124330"}

@inproceedings{bb128261,
        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#TT124331"}

@inproceedings{bb128262,
        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#TT124332"}

@inproceedings{bb128263,
        AUTHOR = "Chen, D.S. and Hu, J. and Tan, V.J. 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#TT124333"}

@inproceedings{bb128264,
        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#TT124334"}

@inproceedings{bb128265,
        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#TT124335"}

@inproceedings{bb128266,
        AUTHOR = "Duan, J.H. and Li, W.Z. and Zou, D. and Li, R. and Lu, S.",
        TITLE = "Federated Learning with Data-Agnostic Distribution Fusion",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124336"}

@inproceedings{bb128267,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124337"}

@inproceedings{bb128268,
        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#TT124338"}

@inproceedings{bb128269,
        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#TT124339"}

@inproceedings{bb128270,
        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,
        YEAR = "2023",
        PAGES = "3954-3963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124340"}

@inproceedings{bb128271,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124341"}

@inproceedings{bb128272,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124342"}

@inproceedings{bb128273,
        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{bb128274,
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        TITLE = "Learning Across Domains and Devices: Style-Driven Source-Free Domain
Adaptation in Clustered Federated Learning",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "444-454",
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@inproceedings{bb128275,
        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",
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@inproceedings{bb128276,
        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{bb128277,
        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",
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@inproceedings{bb128278,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124348"}

@inproceedings{bb128279,
        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{bb128280,
        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#TT124350"}

@inproceedings{bb128281,
        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{bb128282,
        AUTHOR = "Han, S. and Park, S. and Wu, F.Z. and Kim, S. and Wu, C.H. and Xie, X. and Cha, M.",
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        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:691-707",
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@inproceedings{bb128283,
        AUTHOR = "Caldarola, D. and Caputo, B. and Ciccone, M.",
        TITLE = "Improving Generalization in Federated Learning by Seeking Flat Minima",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIII:654-672",
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@inproceedings{bb128284,
        AUTHOR = "Mendieta, M. and Yang, T. and Wang, P. and Lee, M.W. and Ding, Z.M. and Chen, C.",
        TITLE = "Local Learning Matters:
Rethinking Data Heterogeneity in Federated Learning",
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@inproceedings{bb128285,
        AUTHOR = "Fang, X.W. and Ye, M.",
        TITLE = "Robust Federated Learning with Noisy and Heterogeneous Clients",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10062-10071",
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@inproceedings{bb128286,
        AUTHOR = "Li, X.C. and Xu, Y.C. and Song, S.M. and Li, B.S. and Li, Y.C. and Shao, Y.F. and Zhan, D.C.",
        TITLE = "Federated Learning with Position-Aware Neurons",
        BOOKTITLE = CVPR22,
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        PAGES = "10072-10081",
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@inproceedings{bb128287,
        AUTHOR = "Ma, X.S. and Zhang, J. and Guo, S. and Xu, W.C.",
        TITLE = "Layer-wised Model Aggregation for Personalized Federated Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10082-10091",
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@inproceedings{bb128288,
        AUTHOR = "Tang, M. and Ning, X.F. and Wang, Y. and Sun, J.W. and Wang, Y. and Li, H. and Chen, Y.",
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Heterogeneous Federated Learning",
        BOOKTITLE = CVPR22,
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@inproceedings{bb128289,
        AUTHOR = "Gao, L. and Fu, H.Z. and Li, L. and Chen, Y. and Xu, M. and Xu, C.Z.",
        TITLE = "FedDC: Federated Learning with Non-IID Data via Local Drift
Decoupling and Correction",
        BOOKTITLE = CVPR22,
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@inproceedings{bb128290,
        AUTHOR = "Cheng, A. and Wang, P.S. and Zhang, X.S. and Cheng, J.",
        TITLE = "Differentially Private Federated Learning with Local Regularization
and Sparsification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10112-10121",
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@inproceedings{bb128291,
        AUTHOR = "Li, Z. and Zhang, J.X. and Liu, L.Y. and Liu, J.",
        TITLE = "Auditing Privacy Defenses in Federated Learning via Generative
Gradient Leakage",
        BOOKTITLE = CVPR22,
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        PAGES = "10122-10132",
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@inproceedings{bb128292,
        AUTHOR = "Huang, W.K. and Ye, M. and Du, B.",
        TITLE = "Learn from Others and Be Yourself in Heterogeneous Federated Learning",
        BOOKTITLE = CVPR22,
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@inproceedings{bb128293,
        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",
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@inproceedings{bb128294,
        AUTHOR = "Xu, J.Y. and Chen, Z. and Quek, T.Q.S. and Chong, K.F.E.",
        TITLE = "FedCorr: Multi-Stage Federated Learning for Label Noise Correction",
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        PAGES = "10174-10183",
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@inproceedings{bb128295,
        AUTHOR = "Zhang, J.Y. and Chen, Y.R. and Li, H.",
        TITLE = "Privacy Leakage of Adversarial Training Models in Federated Learning
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        YEAR = "2022",
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@inproceedings{bb128296,
        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",
        BOOKTITLE = FedVision22,
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        PAGES = "3366-3375",
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@inproceedings{bb128297,
        AUTHOR = "Cheng, G. and Charles, Z. and Garrett, Z. and Rush, K.",
        TITLE = "Does Federated Dropout actually work?",
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        YEAR = "2022",
        PAGES = "3386-3394",
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@inproceedings{bb128298,
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Federated Learning",
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@article{bb128299,
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        TITLE = "Label-Efficient Self-Supervised Federated Learning for Tackling Data
Heterogeneity in Medical Imaging",
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        YEAR = "2023",
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