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        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#TT124370"}

@inproceedings{bb128301,
        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,
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        PAGES = "4792-4802",
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@inproceedings{bb128302,
        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#TT124372"}

@inproceedings{bb128303,
        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#TT124373"}

@inproceedings{bb128304,
        AUTHOR = "Yang, C. and Zhu, M. and Liu, Y.F. and Yuan, Y.X.",
        TITLE = "FedPD: Federated Open Set Recognition with Parameter Disentanglement",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4859-4868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124374"}

@inproceedings{bb128305,
        AUTHOR = "Sun, G.Y. and Mendieta, M. and Luo, J. and Wu, S.D. and Chen, C.",
        TITLE = "FedPerfix: Towards Partial Model Personalization of Vision
Transformers in Federated Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4965-4975",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124375"}

@inproceedings{bb128306,
        AUTHOR = "Han, S. and Park, S. and Wu, F.Z. and Kim, S. and Zhu, B. and Xie, X. and Cha, M.",
        TITLE = "Towards Attack-tolerant Federated Learning via Critical Parameter
Analysis",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4976-4985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124376"}

@inproceedings{bb128307,
        AUTHOR = "Fang, X.W. and Ye, M. and Yang, X.",
        TITLE = "Robust Heterogeneous Federated Learning under Data Corruption",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4997-5007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124377"}

@inproceedings{bb128308,
        AUTHOR = "Zhou, Y.H. and Shi, M.J. and Li, Y.Y.X. and Sun, Y. and Ye, Q. and Lv, J.C.",
        TITLE = "Communication-efficient Federated Learning with Single-Step Synthetic
Features Compressor for Faster Convergence",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5008-5017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124378"}

@inproceedings{bb128309,
        AUTHOR = "Zhang, J.Q. and Hua, Y. and Wang, H. and Song, T. and Xue, Z. and Ma, R. and Cao, J. and Guan, H.B.",
        TITLE = "GPFL: Simultaneously Learning Global and Personalized Feature
Information for Personalized Federated Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5018-5028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124379"}

@inproceedings{bb128310,
        AUTHOR = "Vahidian, S. and Kadaveru, S. and Baek, W. and Wang, W.J. and Kungurtsev, V. and Chen, C. and Shah, M. and Lin, B.",
        TITLE = "When Do Curricula Work in Federated Learning?",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5061-5071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124380"}

@inproceedings{bb128311,
        AUTHOR = "Zhang, C. and Zhang, X.M. and Sotthiwat, E. and Xu, Y. and Liu, P. and Zhen, L. and Liu, Y.",
        TITLE = "Generative Gradient Inversion via Over-Parameterized Networks in
Federated Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5103-5112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124381"}

@inproceedings{bb128312,
        AUTHOR = "Sun, J.W. and Xu, Z. and Yang, D. and Nath, V. and Li, W.Q. and Zhao, C. and Xu, D. and Chen, Y. and Roth, H.R.",
        TITLE = "Communication-Efficient Vertical Federated Learning with Limited
Overlapping Samples",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5180-5189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124382"}

@inproceedings{bb128313,
        AUTHOR = "Kim, H. and Kwak, Y. and Jung, M.Y. and Shin, J.H. and Kim, Y.S. and Kim, C.",
        TITLE = "ProtoFL: Unsupervised Federated Learning via Prototypical
Distillation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "6447-6456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124383"}

@inproceedings{bb128314,
        AUTHOR = "Ur Rehman, Y.A. and Gao, Y. and de Gusmao, P.P.B. and Alibeigi, M. and Shen, J.J. and Lane, N.D.",
        TITLE = "L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated
Self-Supervised Visual Representation Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16418-16427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124384"}

@inproceedings{bb128315,
        AUTHOR = "Chen, R. and Wan, Q.Y. and Prakash, P. and Zhang, L. and Yuan, X. and Gong, Y.M. and Fu, X. and Pan, M.",
        TITLE = "Workie-Talkie: Accelerating Federated Learning by Overlapping
Computing and Communications via Contrastive Regularization",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16953-16963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124385"}

@inproceedings{bb128316,
        AUTHOR = "Cho, Y.J. and Joshi, G. and Dimitriadis, D.",
        TITLE = "Local or Global: Selective Knowledge Assimilation for Federated
Learning with Limited Labels",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17041-17050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124386"}

@inproceedings{bb128317,
        AUTHOR = "Yang, F.E. and Wang, C.Y. and Wang, Y.C.A.F.",
        TITLE = "Efficient Model Personalization in Federated Learning via
Client-Specific Prompt Generation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19102-19111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124387"}

@inproceedings{bb128318,
        AUTHOR = "Xia, H.F. and Li, K. and Ding, Z.M.",
        TITLE = "Personalized Semantics Excitation for Federated Image Classification",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19244-19253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124388"}

@inproceedings{bb128319,
        AUTHOR = "Wu, X.H. and Liu, X.F. and Niu, J.W. and Zhu, G.G. and Tang, S.J.",
        TITLE = "Bold but Cautious: Unlocking the Potential of Personalized Federated
Learning through Cautiously Aggressive Collaboration",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19318-19327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124389"}

@inproceedings{bb128320,
        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",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19328-19339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124390"}

@inproceedings{bb128321,
        AUTHOR = "Do, T. and Nguyen, B.X. and Pham, V. and Tran, T. and Tjiputra, E. and Tran, Q.D. and Nguyen, A.",
        TITLE = "Reducing Training Time in Cross-Silo Federated Learning using
Multigraph Topology",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "19352-19362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124391"}

@inproceedings{bb128322,
        AUTHOR = "Feng, C.M. and Yu, K. and Liu, N. and Xu, X.X. and Khan, S. and Zuo, W.M.",
        TITLE = "Towards Instance-adaptive Inference for Federated Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "23230-23239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124392"}

@inproceedings{bb128323,
        AUTHOR = "Zhuang, W.M. and Wen, Y.G. and Lyu, L.J. and Zhang, S.",
        TITLE = "MAS: Towards Resource-Efficient Federated Multiple-Task Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "23357-23367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124393"}

@inproceedings{bb128324,
        AUTHOR = "Psaltis, A. and Kastellos, A. and Patrikakis, C.Z. and Daras, P.",
        TITLE = "FedLID: Self-Supervised Federated Learning for Leveraging Limited
Image Data",
        BOOKTITLE = LIMIT23,
        YEAR = "2023",
        PAGES = "1031-1040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124394"}

@inproceedings{bb128325,
        AUTHOR = "Caldarola, D. and Caputo, B. and Ciccone, M.",
        TITLE = "Window-based Model Averaging Improves Generalization in Heterogeneous
Federated Learning",
        BOOKTITLE = WiCV-ICCV23,
        YEAR = "2023",
        PAGES = "2255-2263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124395"}

@inproceedings{bb128326,
        AUTHOR = "Pennisi, M. and Salanitri, F.P. and Bellitto, G. and Spampinato, C. and Palazzo, S. and Casella, B. and Aldinucci, M.",
        TITLE = "Experience Replay as an Effective Strategy for Optimizing
Decentralized Federated Learning",
        BOOKTITLE = VCL23,
        YEAR = "2023",
        PAGES = "3368-3375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124396"}

@inproceedings{bb128327,
        AUTHOR = "Luo, J. and Mendieta, M. and Chen, C. and Wu, S.D.",
        TITLE = "PGFed: Personalize Each Client's Global Objective for Federated
Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "3923-3933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124397"}

@article{bb128328,
        AUTHOR = "Liu, L.X. and Jiang, X. and Zheng, F. and Chen, H. and Qi, G.J. and Huang, H. and Shao, L.",
        TITLE = "A Bayesian Federated Learning Framework With Online Laplace
Approximation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124398"}

@article{bb128329,
        AUTHOR = "Pennisi, M. and Salanitri, F.P. and Bellitto, G. and Casella, B. and Aldinucci, M. and Palazzo, S. and Spampinato, C.",
        TITLE = "FedER: Federated Learning through Experience Replay and
privacy-preserving data synthesis",
        JOURNAL = CVIU,
        VOLUME = "238",
        YEAR = "2024",
        PAGES = "103882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124399"}

@article{bb128330,
        AUTHOR = "Su, R.Z. and Pang, X.W. and Wang, H.",
        TITLE = "A novel parameter decoupling approach of personalised federated
learning for image analysis",
        JOURNAL = IET-CV,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "8",
        PAGES = "913-924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124400"}

@inproceedings{bb128331,
        AUTHOR = "Wang, W. and Zhang, M.W. and Wu, Z. and Chen, Q.X. and Li, Y.",
        TITLE = "MDFD: Study of Distributed Non-IID Scenarios and Frechet
Distance-Based Evaluation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2300-2304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124401"}

@inproceedings{bb128332,
        AUTHOR = "Qian, P.X. and Lu, Y. and Wang, H.Z.",
        TITLE = "Long-Tailed Federated Learning Via Aggregated Meta Mapping",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2010-2014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124402"}

@inproceedings{bb128333,
        AUTHOR = "Lee, Y.J. and Park, S. and Kang, J.",
        TITLE = "Fast-Convergent Federated Learning via Cyclic Aggregation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2175-2179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124403"}

@inproceedings{bb128334,
        AUTHOR = "Gao, T.R. and Liu, X.H. and Yang, Y.N. and Wang, G.Y.",
        TITLE = "FEDMBP: Multi-Branch Prototype Federated Learning on Heterogeneous
Data",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2180-2184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124404"}

@inproceedings{bb128335,
        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#TT124405"}

@inproceedings{bb128336,
        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#TT124406"}

@inproceedings{bb128337,
        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#TT124407"}

@inproceedings{bb128338,
        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#TT124408"}

@inproceedings{bb128339,
        AUTHOR = "Chen, D.S. and Tan, V.J. 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#TT124409"}

@inproceedings{bb128340,
        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#TT124410"}

@inproceedings{bb128341,
        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#TT124411"}

@inproceedings{bb128342,
        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#TT124412"}

@inproceedings{bb128343,
        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#TT124413"}

@inproceedings{bb128344,
        AUTHOR = "Liao, D.P. and Gao, X. and Zhao, Y. 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#TT124414"}

@inproceedings{bb128345,
        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#TT124415"}

@inproceedings{bb128346,
        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#TT124416"}

@inproceedings{bb128347,
        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#TT124417"}

@inproceedings{bb128348,
        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#TT124418"}

@inproceedings{bb128349,
        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#TT124419"}

@inproceedings{bb128350,
        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#TT124420"}

@inproceedings{bb128351,
        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#TT124421"}

@inproceedings{bb128352,
        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#TT124422"}

@inproceedings{bb128353,
        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#TT124423"}

@inproceedings{bb128354,
        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#TT124424"}

@inproceedings{bb128355,
        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",
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@inproceedings{bb128356,
        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{bb128357,
        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#TT124427"}

@inproceedings{bb128358,
        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#TT124428"}

@inproceedings{bb128359,
        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#TT124429"}

@inproceedings{bb128360,
        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#TT124430"}

@inproceedings{bb128361,
        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#TT124431"}

@inproceedings{bb128362,
        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#TT124432"}

@inproceedings{bb128363,
        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#TT124433"}

@inproceedings{bb128364,
        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#TT124434"}

@inproceedings{bb128365,
        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#TT124435"}

@inproceedings{bb128366,
        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#TT124436"}

@inproceedings{bb128367,
        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#TT124437"}

@inproceedings{bb128368,
        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#TT124438"}

@inproceedings{bb128369,
        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#TT124439"}

@inproceedings{bb128370,
        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#TT124440"}

@inproceedings{bb128371,
        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#TT124441"}

@inproceedings{bb128372,
        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#TT124442"}

@inproceedings{bb128373,
        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#TT124443"}

@inproceedings{bb128374,
        AUTHOR = "Fang, X.W. and Ye, M.",
        TITLE = "Robust Federated Learning with Noisy and Heterogeneous Clients",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10062-10071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124444"}

@inproceedings{bb128375,
        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#TT124445"}

@inproceedings{bb128376,
        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#TT124446"}

@inproceedings{bb128377,
        AUTHOR = "Tang, M. and Ning, X.F. and Wang, Y. and Sun, J.W. and Wang, Y. and Li, H. and Chen, Y.",
        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#TT124447"}

@inproceedings{bb128378,
        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#TT124448"}

@inproceedings{bb128379,
        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#TT124449"}

@inproceedings{bb128380,
        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,
        YEAR = "2022",
        PAGES = "10122-10132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124450"}

@inproceedings{bb128381,
        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#TT124451"}

@inproceedings{bb128382,
        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#TT124452"}

@inproceedings{bb128383,
        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",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10174-10183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124453"}

@inproceedings{bb128384,
        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#TT124454"}

@inproceedings{bb128385,
        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#TT124455"}

@inproceedings{bb128386,
        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#TT124456"}

@inproceedings{bb128387,
        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#TT124457"}

@article{bb128388,
        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#TT124458"}

@inproceedings{bb128389,
        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#TT124459"}

@inproceedings{bb128390,
        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#TT124460"}

@inproceedings{bb128391,
        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#TT124461"}

@inproceedings{bb128392,
        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#TT124462"}

@inproceedings{bb128393,
        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#TT124463"}

@inproceedings{bb128394,
        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#TT124464"}

@inproceedings{bb128395,
        AUTHOR = "Zhu, Z.R. and Sun, L.F.",
        TITLE = "Federated Trace:
A Node Selection Method for More Efficient Federated Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1234-1238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124465"}

@inproceedings{bb128396,
        AUTHOR = "Michieli, U. and Ozay, M.",
        TITLE = "Are All Users Treated Fairly in Federated Learning Systems?",
        BOOKTITLE = RCV21,
        YEAR = "2021",
        PAGES = "2318-2322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124466"}

@inproceedings{bb128397,
        AUTHOR = "Lim, J.Q. and Chan, C.S.",
        TITLE = "From Gradient Leakage To Adversarial Attacks In Federated Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3602-3606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124467"}

@inproceedings{bb128398,
        AUTHOR = "Zhu, Z. and Sun, L.F.",
        TITLE = "Initialize with Mask: For More Efficient Federated Learning",
        BOOKTITLE = MMMod21,
        YEAR = "2021",
        PAGES = "II:111-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124468"}

@inproceedings{bb128399,
        AUTHOR = "Yao, X. and Sun, L.",
        TITLE = "Continual Local Training For Better Initialization Of Federated
Models",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1736-1740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124469"}

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