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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#TT139049"}
@inproceedings{bb143101,
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#TT139050"}
@inproceedings{bb143102,
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#TT139051"}
@inproceedings{bb143103,
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#TT139052"}
@inproceedings{bb143104,
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#TT139053"}
@inproceedings{bb143105,
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#TT139054"}
@inproceedings{bb143106,
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#TT139055"}
@inproceedings{bb143107,
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#TT139056"}
@inproceedings{bb143108,
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#TT139057"}
@inproceedings{bb143109,
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#TT139058"}
@inproceedings{bb143110,
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#TT139059"}
@inproceedings{bb143111,
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#TT139060"}
@inproceedings{bb143112,
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#TT139061"}
@inproceedings{bb143113,
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#TT139062"}
@inproceedings{bb143114,
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#TT139063"}
@inproceedings{bb143115,
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#TT139064"}
@inproceedings{bb143116,
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#TT139065"}
@inproceedings{bb143117,
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#TT139066"}
@inproceedings{bb143118,
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#TT139067"}
@inproceedings{bb143119,
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#TT139068"}
@inproceedings{bb143120,
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#TT139069"}
@inproceedings{bb143121,
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#TT139070"}
@inproceedings{bb143122,
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#TT139071"}
@inproceedings{bb143123,
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#TT139072"}
@inproceedings{bb143124,
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#TT139073"}
@inproceedings{bb143125,
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#TT139074"}
@inproceedings{bb143126,
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#TT139075"}
@inproceedings{bb143127,
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#TT139076"}
@inproceedings{bb143128,
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#TT139077"}
@inproceedings{bb143129,
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#TT139078"}
@inproceedings{bb143130,
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#TT139079"}
@inproceedings{bb143131,
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#TT139080"}
@inproceedings{bb143132,
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#TT139081"}
@inproceedings{bb143133,
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#TT139082"}
@inproceedings{bb143134,
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#TT139083"}
@inproceedings{bb143135,
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#TT139084"}
@inproceedings{bb143136,
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#TT139085"}
@inproceedings{bb143137,
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#TT139086"}
@inproceedings{bb143138,
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#TT139087"}
@inproceedings{bb143139,
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#TT139088"}
@inproceedings{bb143140,
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#TT139089"}
@inproceedings{bb143141,
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",
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@inproceedings{bb143142,
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",
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@inproceedings{bb143143,
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#TT139092"}
@inproceedings{bb143144,
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#TT139093"}
@inproceedings{bb143145,
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#TT139094"}
@inproceedings{bb143146,
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",
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@inproceedings{bb143147,
AUTHOR = "Li, Q.B. and He, B.S. and Song, D.",
TITLE = "Model-Contrastive Federated Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10708-10717",
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@inproceedings{bb143148,
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#TT139097"}
@inproceedings{bb143149,
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#TT139098"}
@inproceedings{bb143150,
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#TT139099"}
@inproceedings{bb143151,
AUTHOR = "Zhu, Z. and Sun, L.F.",
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BOOKTITLE = MMMod21,
YEAR = "2021",
PAGES = "II:111-120",
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@inproceedings{bb143152,
AUTHOR = "Yao, X. and Sun, L.",
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BOOKTITLE = ICIP20,
YEAR = "2020",
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@inproceedings{bb143153,
AUTHOR = "Kathariya, B. and Li, L. and Li, Z. and Duan, L.Y. and Liu, S.",
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BOOKTITLE = VCIP20,
YEAR = "2020",
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AUTHOR = "Yao, X. and Huang, T. and Wu, C. and Zhang, R. and Sun, L.",
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A Feature Fusion Approach",
BOOKTITLE = ICIP19,
YEAR = "2019",
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@article{bb143155,
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#TT139104"}
@article{bb143156,
AUTHOR = "Ribero, M. and Henderson, J. and Williamson, S. and Vikalo, H.",
TITLE = "Federating recommendations using differentially private prototypes",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108746",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139105"}
@article{bb143157,
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#TT139106"}
@article{bb143158,
AUTHOR = "Zhang, Z. and Ma, X. and Ma, J.F.",
TITLE = "Local Differential Privacy Based Membership-Privacy-Preserving
Federated Learning for Deep-Learning-Driven Remote Sensing",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "20",
PAGES = "5050",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139107"}
@article{bb143159,
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#TT139108"}
@inproceedings{bb143160,
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",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10051-10061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139109"}
@article{bb143161,
AUTHOR = "Phong, L.T. and Phuong, T.T. and Wang, L.H. and Ozawa, S.",
TITLE = "Frameworks for Privacy-Preserving Federated Learning",
JOURNAL = IEICE,
VOLUME = "E107-D",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "2-12",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139110"}
@article{bb143162,
AUTHOR = "Li, Y. and Yang, S. and Ren, X.B. and Shi, L. and Zhao, C.",
TITLE = "Multi-Stage Asynchronous Federated Learning With Adaptive
Differential Privacy",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1243-1256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139111"}
@article{bb143163,
AUTHOR = "Zhao, Z.N. and Liang, X.L. and Huang, H. and Wang, K.",
TITLE = "Deep federated learning hybrid optimization model based on encrypted
aligned data",
JOURNAL = PR,
VOLUME = "148",
YEAR = "2024",
PAGES = "110193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139112"}
@article{bb143164,
AUTHOR = "Dong, J.H. and Li, H.L. and Cong, Y. and Sun, G. and Zhang, Y. and Van Gool, L.J.",
TITLE = "No One Left Behind: Real-World Federated Class-Incremental Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "2054-2070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139113"}
@article{bb143165,
AUTHOR = "Piotrowski, T. and Ismayilov, R. and Frey, M. and Cavalcante, R.L.G.",
TITLE = "Inverse Feasibility in Over-the-Air Federated Learning",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1434-1438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139114"}
@article{bb143166,
AUTHOR = "Ye, Q.L. and Amini, A.A. and Zhou, Q.",
TITLE = "Federated Learning of Generalized Linear Causal Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "6623-6636",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139115"}
@article{bb143167,
AUTHOR = "Liu, X. and Cai, S.Q. and He, R.J. and Yuan, J.L.",
TITLE = "Mutual Gradient Inversion: Unveiling Privacy Risks of Federated
Learning on Multi-Modal Signals",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2745-2749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139116"}
@article{bb143168,
AUTHOR = "Zhou, T.F. and Yuan, Y. and Wang, B.L. and Konukoglu, E.",
TITLE = "Federated Feature Augmentation and Alignment",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "11119-11135",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139117"}
@article{bb143169,
AUTHOR = "You, X.Y. and Liu, C.Y. and Li, J. and Sun, Y. and Liu, X.M.",
TITLE = "FedMDO: Privacy-Preserving Federated Learning via Mixup Differential
Objective",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "10449-10463",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139118"}
@article{bb143170,
AUTHOR = "Fang, X.W. and Ye, M. and Du, B.",
TITLE = "Robust Asymmetric Heterogeneous Federated Learning With Corrupted
Clients",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2693-2705",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139119"}
@inproceedings{bb143171,
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/pattern608fepr5.html#TT139120"}
@article{bb143172,
AUTHOR = "Jin, S. and Cha, C. and Park, H.",
TITLE = "Alternating Offer-Based Payment Allocation for Privacy Non-Disclosure
in Federated Learning",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "1500-1504",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139121"}
@article{bb143173,
AUTHOR = "Dai, C. and Zhu, T. and Xiang, S. and Xie, L.P. and Garg, S. and Hossain, M.S.",
TITLE = "PSFL: Personalized Split Federated Learning Framework for Distributed
Model Training in Intelligent Transportation Systems",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "14110-14119",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139122"}
@article{bb143174,
AUTHOR = "Zhang, C.J. and Shan, G.Y. and Roh, B.H.",
TITLE = "FMD-IoV: Security and Robust Enhancement for Federated Multi-Domain
Learning-Based IoV",
JOURNAL = ITS,
VOLUME = "26",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "14225-14236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139123"}
@article{bb143175,
AUTHOR = "Ha, S.B. and Lee, T. and Lim, J. and Yoon, S.W.",
TITLE = "Benchmarking federated learning for semantic datasets: Federated
scene graph generation",
JOURNAL = PRL,
VOLUME = "197",
YEAR = "2025",
PAGES = "195-201",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139124"}
@article{bb143176,
AUTHOR = "Qin, X. and Yang, X. and Tang, X.",
TITLE = "Practical privacy-preserving federated learning based on multiparty
homomorphic encryption for large-scale models",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139125"}
@article{bb143177,
AUTHOR = "Shi, Y.F. and Wei, K. and Shen, L. and Liu, Y.Q. and Wang, X.Q. and Yuan, B. and Tao, D.C.",
TITLE = "Toward the Flatter Landscape and Better Generalization in Federated
Learning Under Client-Level Differential Privacy",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11632-11643",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139126"}
@article{bb143178,
AUTHOR = "Yoon, T. and Hwang, M.Y. and Yang, E.",
TITLE = "VQ-FedDiff: Federated Learning Algorithm of Diffusion Models With
Client-Specific Vector-Quantized Conditioning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11863-11873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139127"}
@article{bb143179,
AUTHOR = "Liu, J.Y. and Liu, X.W. and Wang, S.Q. and Wan, X.H. and Li, D.S. and Lu, K. and He, K.L.",
TITLE = "Communication-Efficient Federated Multi-View Clustering",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "17-32",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139128"}
@article{bb143180,
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/pattern608fepr5.html#TT139129"}
@article{bb143181,
AUTHOR = "Qian, W.J. and Yu, W. and Ge, X. and Li, C. and Li, L. and Li, Z.",
TITLE = "PDP-FedKD: Personalized Differential Privacy With Adaptive Budget
Selection in Heterogeneous Federated Learning",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "166-170",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139130"}
@inproceedings{bb143182,
AUTHOR = "Zhu, L.H. and Li, Y.M. and Weng, H.Q. and Liu, Y. and Xia, S.T. and Wang, Z.",
TITLE = "Anti-FT: Towards Practical Deep Leakage From Gradients",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2606-2611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139131"}
@inproceedings{bb143183,
AUTHOR = "Pereira, L.M. and Amini, M.H.",
TITLE = "Optimal Transport-Based Domain Alignment as a Preprocessing Step for
Federated Learning",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1049-1054",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139132"}
@inproceedings{bb143184,
AUTHOR = "Fraux, D. and Druart, A. and Marat, S.G.",
TITLE = "FeDepthX: A Federated Learning Depth eXperiment",
BOOKTITLE = IPTA25,
YEAR = "2025",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139133"}
@inproceedings{bb143185,
AUTHOR = "Kumar, K.N. and Jha, R.R. and Mohan, C.K. and Tallamraju, R.B.",
TITLE = "Fortifying Federated Learning Towards Trustworthiness via Auditable
Data Valuation and Verifiable Client Contribution",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "4999-5009",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139134"}
@inproceedings{bb143186,
AUTHOR = "Kumar, K.N. and Mitra, R. and Mohan, C.K.",
TITLE = "Revamping Federated Learning Security from a Defender's Perspective:
A Unified Defense with Homomorphic Encrypted Data Space",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24387-24397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139135"}
@inproceedings{bb143187,
AUTHOR = "Zhu, G.X. and Li, D.H. and Gu, H.L. and Yao, Y. and Fan, L.X. and Han, Y.X.",
TITLE = "FedMIA: An Effective Membership Inference Attack Exploiting 'All for
One' Principle in Federated Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20643-20653",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139136"}
@inproceedings{bb143188,
AUTHOR = "Tan, Z. and Wan, G.C. and Huang, W.K. and Li, H. and Zhang, G. and Yang, C. and Ye, M.",
TITLE = "FedSPA : Generalizable Federated Graph Learning under Homophily
Heterogeneity",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15464-15475",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139137"}
@inproceedings{bb143189,
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
Medical Data Analysis",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10203-10213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139138"}
@inproceedings{bb143190,
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,
YEAR = "2025",
PAGES = "20958-20968",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139139"}
@inproceedings{bb143191,
AUTHOR = "Shi, C.L. and Zhao, H. and Zhang, B.J. and Zhou, M.Y. and Guo, D.D. and Chang, Y.",
TITLE = "FedAWA: Adaptive Optimization of Aggregation Weights in Federated
Learning Using Client Vectors",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30651-30660",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139140"}
@inproceedings{bb143192,
AUTHOR = "Chen, H. and Li, H. and Zhang, Y. and Bi, J. and Zhang, G. and Zhang, Y. and Torr, P. and Gu, J.D. and Krompass, D. and Tresp, V.",
TITLE = "FedBiP: Heterogeneous One-Shot Federated Learning with Personalized
Latent Diffusion Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30440-30450",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139141"}
@inproceedings{bb143193,
AUTHOR = "Khalil, Y.H. and Brunswic, L. and Lamghari, S. and Li, X. and Beitollahi, M. and Chen, X.",
TITLE = "NoT: Federated Unlearning via Weight Negation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25759-25769",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139142"}
@inproceedings{bb143194,
AUTHOR = "Yan, Y.L. and Fu, H.Z. and Li, Y.X. and Xie, J.H. and Ma, J. and Yang, G. and Zhu, L.",
TITLE = "A Simple Data Augmentation for Feature Distribution Skewed Federated
Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25749-25758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139143"}
@inproceedings{bb143195,
AUTHOR = "Caldarola, D. and Cagnasso, P. and Caputo, B. and Ciccone, M.",
TITLE = "Beyond Local Sharpness: Communication-Efficient Global
Sharpness-aware Minimization for Federated Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25187-25197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139144"}
@inproceedings{bb143196,
AUTHOR = "Mendieta, M. and Sun, G.Y. and Chen, C.",
TITLE = "Navigating Heterogeneity and Privacy in One-Shot Federated Learning
with Diffusion Models",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "2601-2610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139145"}
@inproceedings{bb143197,
AUTHOR = "Kanhere, A. and Kulkarni, P. and Yi, P.H. and Parekh, V.S.",
TITLE = "Privacy-Preserving Collaboration for Multi-Organ Segmentation via
Federated Learning from Sites with Partial Labels",
BOOKTITLE = EnhanceMedIm24,
YEAR = "2024",
PAGES = "2380-2387",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139146"}
@inproceedings{bb143198,
AUTHOR = "Tabassum, N. and Chow, K.H. and Wang, X. and Zhang, W.B. and Wu, Y.Z.",
TITLE = "On the Efficiency of Privacy Attacks in Federated Learning",
BOOKTITLE = "FedVision244",
YEAR = "2044",
PAGES = "4226-4235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139147"}
@inproceedings{bb143199,
AUTHOR = "Soni, S. and Saeed, A. and Asano, Y.M.",
TITLE = "Federated Learning with a Single Shared Image",
BOOKTITLE = ZeroShot24,
YEAR = "2024",
PAGES = "7782-7790",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT139148"}
Last update:Jan 8, 2026 at 12:52:16