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@inproceedings{bb141701,
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@inproceedings{bb141703,
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@inproceedings{bb141705,
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@inproceedings{bb141708,
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@inproceedings{bb141709,
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@inproceedings{bb141710,
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@inproceedings{bb141711,
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Transformers in Federated Learning",
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@inproceedings{bb141712,
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@inproceedings{bb141713,
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@inproceedings{bb141724,
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@inproceedings{bb141725,
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@inproceedings{bb141726,
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@inproceedings{bb141730,
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@article{bb141735,
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@inproceedings{bb141739,
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@inproceedings{bb141742,
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@inproceedings{bb141746,
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@inproceedings{bb141750,
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@inproceedings{bb141751,
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@inproceedings{bb141754,
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@inproceedings{bb141755,
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@inproceedings{bb141757,
        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#TT137749"}

@inproceedings{bb141758,
        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#TT137750"}

@inproceedings{bb141759,
        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#TT137751"}

@inproceedings{bb141760,
        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#TT137752"}

@inproceedings{bb141761,
        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",
        PAGES = "8074-8083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137753"}

@inproceedings{bb141762,
        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#TT137754"}

@inproceedings{bb141763,
        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#TT137755"}

@inproceedings{bb141764,
        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#TT137756"}

@inproceedings{bb141765,
        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#TT137757"}

@inproceedings{bb141766,
        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#TT137758"}

@inproceedings{bb141767,
        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#TT137759"}

@inproceedings{bb141768,
        AUTHOR = "Jain, S. and Jerripothula, K.R.",
        TITLE = "Federated Learning for Commercial Image Sources",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "6523-6532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137760"}

@inproceedings{bb141769,
        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#TT137761"}

@inproceedings{bb141770,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137762"}

@inproceedings{bb141771,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137763"}

@inproceedings{bb141772,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137764"}

@inproceedings{bb141773,
        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#TT137765"}

@inproceedings{bb141774,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137766"}

@inproceedings{bb141775,
        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#TT137767"}

@inproceedings{bb141776,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137768"}

@inproceedings{bb141777,
        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",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:691-707",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137769"}

@inproceedings{bb141778,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137770"}

@inproceedings{bb141779,
        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",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "8387-8396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137771"}

@inproceedings{bb141780,
        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,
        YEAR = "2022",
        PAGES = "10072-10081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137772"}

@inproceedings{bb141781,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137773"}

@inproceedings{bb141782,
        AUTHOR = "Tang, M.X. and Ning, X.F. and Wang, Y. and Sun, J.W. and Wang, Y. and Li, H. and Chen, Y.R.",
        TITLE = "FedCor: Correlation-Based Active Client Selection Strategy for
Heterogeneous Federated Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10092-10101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137774"}

@inproceedings{bb141783,
        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,
        YEAR = "2022",
        PAGES = "10102-10111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137775"}

@inproceedings{bb141784,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137776"}

@inproceedings{bb141785,
        AUTHOR = "Li, Z.H. and Zhang, J.X. and Liu, L.Y. and Liu, J.",
        TITLE = "Auditing Privacy Defenses in Federated Learning via Generative
Gradient Leakage",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10122-10132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137777"}

@inproceedings{bb141786,
        AUTHOR = "Huang, W.K. and Ye, M. and Du, B.",
        TITLE = "Learn from Others and Be Yourself in Heterogeneous Federated Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10133-10143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137778"}

@inproceedings{bb141787,
        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,
        YEAR = "2022",
        PAGES = "10144-10153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137779"}

@inproceedings{bb141788,
        AUTHOR = "Xu, J.Y. and Chen, Z.H. and Quek, T.Q.S. and Chong, K.F.E.",
        TITLE = "FedCorr: Multi-Stage Federated Learning for Label Noise Correction",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10174-10183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137780"}

@inproceedings{bb141789,
        AUTHOR = "Zhang, J.Y. and Chen, Y.R. and Li, H.",
        TITLE = "Privacy Leakage of Adversarial Training Models in Federated Learning
Systems",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "107-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137781"}

@inproceedings{bb141790,
        AUTHOR = "Becking, D. and Kirchhoffer, H. and Tech, G. and Haase, P. and Muller, K. and Schwarz, H. and Samek, W.",
        TITLE = "Adaptive Differential Filters for Fast and Communication-Efficient
Federated Learning",
        BOOKTITLE = FedVision22,
        YEAR = "2022",
        PAGES = "3366-3375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137782"}

@inproceedings{bb141791,
        AUTHOR = "Cheng, G. and Charles, Z. and Garrett, Z. and Rush, K.",
        TITLE = "Does Federated Dropout actually work?",
        BOOKTITLE = FedVision22,
        YEAR = "2022",
        PAGES = "3386-3394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137783"}

@inproceedings{bb141792,
        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.",
        TITLE = "Rethinking Architecture Design for Tackling Data Heterogeneity in
Federated Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10051-10061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137784"}

@article{bb141793,
        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.",
        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/pattern608fe4.html#TT137785"}

@inproceedings{bb141794,
        AUTHOR = "Tuor, T. and Wang, S.Q. and Ko, B.J. and Liu, C.C. and Leung, K.K.",
        TITLE = "Overcoming Noisy and Irrelevant Data in Federated Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5020-5027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137786"}

@inproceedings{bb141795,
        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,
        YEAR = "2021",
        PAGES = "4400-4408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137787"}

@inproceedings{bb141796,
        AUTHOR = "Yao, C.H. and Gong, B.Q. and Qi, H. and Cui, Y. and Zhu, Y.K. and Yang, M.H.",
        TITLE = "Federated Multi-Target Domain Adaptation",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "1081-1090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137788"}

@inproceedings{bb141797,
        AUTHOR = "Li, Q.B. and He, B.S. and Song, D.",
        TITLE = "Model-Contrastive Federated Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10708-10717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137789"}

@inproceedings{bb141798,
        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",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2743-2752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137790"}

@inproceedings{bb141799,
        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",
        BOOKTITLE = TCV21,
        YEAR = "2021",
        PAGES = "3305-3314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT137791"}