@inproceedings{bb146500,
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#TT142442"}
@inproceedings{bb146501,
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#TT142443"}
@inproceedings{bb146502,
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#TT142444"}
@inproceedings{bb146503,
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#TT142445"}
@inproceedings{bb146504,
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#TT142446"}
@inproceedings{bb146505,
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#TT142447"}
@inproceedings{bb146506,
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#TT142448"}
@inproceedings{bb146507,
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#TT142449"}
@inproceedings{bb146508,
AUTHOR = "Wang, W. and Zhang, M.W. and Wu, Z.W. 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#TT142450"}
@inproceedings{bb146509,
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#TT142451"}
@inproceedings{bb146510,
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#TT142452"}
@inproceedings{bb146511,
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#TT142453"}
@inproceedings{bb146512,
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#TT142454"}
@inproceedings{bb146513,
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#TT142455"}
@inproceedings{bb146514,
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#TT142456"}
@inproceedings{bb146515,
AUTHOR = "Cai, R. and Chen, X.H. and Liu, S.W. and Srinivasa, J. and Lee, M.J. 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#TT142457"}
@inproceedings{bb146516,
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#TT142458"}
@inproceedings{bb146517,
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#TT142459"}
@inproceedings{bb146518,
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#TT142460"}
@inproceedings{bb146519,
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#TT142461"}
@inproceedings{bb146520,
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#TT142462"}
@inproceedings{bb146521,
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#TT142463"}
@inproceedings{bb146522,
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#TT142464"}
@inproceedings{bb146523,
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#TT142465"}
@inproceedings{bb146524,
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#TT142466"}
@inproceedings{bb146525,
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#TT142467"}
@inproceedings{bb146526,
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#TT142468"}
@inproceedings{bb146527,
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#TT142469"}
@inproceedings{bb146528,
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#TT142470"}
@inproceedings{bb146529,
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#TT142471"}
@inproceedings{bb146530,
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#TT142472"}
@inproceedings{bb146531,
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#TT142473"}
@inproceedings{bb146532,
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#TT142474"}
@inproceedings{bb146533,
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#TT142475"}
@inproceedings{bb146534,
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#TT142476"}
@inproceedings{bb146535,
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#TT142477"}
@inproceedings{bb146536,
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#TT142478"}
@inproceedings{bb146537,
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#TT142479"}
@inproceedings{bb146538,
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#TT142480"}
@inproceedings{bb146539,
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#TT142481"}
@inproceedings{bb146540,
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#TT142482"}
@inproceedings{bb146541,
AUTHOR = "Quan, P.R. 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#TT142483"}
@inproceedings{bb146542,
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#TT142484"}
@inproceedings{bb146543,
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#TT142485"}
@inproceedings{bb146544,
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#TT142486"}
@inproceedings{bb146545,
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#TT142487"}
@inproceedings{bb146546,
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#TT142488"}
@inproceedings{bb146547,
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#TT142489"}
@inproceedings{bb146548,
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#TT142490"}
@inproceedings{bb146549,
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#TT142491"}
@inproceedings{bb146550,
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#TT142492"}
@inproceedings{bb146551,
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#TT142493"}
@inproceedings{bb146552,
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#TT142494"}
@inproceedings{bb146553,
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#TT142495"}
@inproceedings{bb146554,
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#TT142496"}
@inproceedings{bb146555,
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#TT142497"}
@inproceedings{bb146556,
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#TT142498"}
@inproceedings{bb146557,
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#TT142499"}
@inproceedings{bb146558,
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#TT142500"}
@inproceedings{bb146559,
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#TT142501"}
@inproceedings{bb146560,
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#TT142502"}
@inproceedings{bb146561,
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#TT142503"}
@inproceedings{bb146562,
AUTHOR = "Kathariya, B. and Li, L. and Li, Z. and Duan, L.Y. and Liu, S.",
TITLE = "Network Update Compression for Federated Learning",
BOOKTITLE = VCIP20,
YEAR = "2020",
PAGES = "38-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142504"}
@inproceedings{bb146563,
AUTHOR = "Yao, X. and Huang, T. and Wu, C. and Zhang, R. and Sun, L.",
TITLE = "Towards Faster and Better Federated Learning:
A Feature Fusion Approach",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "175-179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142505"}
@article{bb146564,
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#TT142506"}
@article{bb146565,
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#TT142507"}
@article{bb146566,
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#TT142508"}
@article{bb146567,
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#TT142509"}
@article{bb146568,
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#TT142510"}
@inproceedings{bb146569,
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#TT142511"}
@article{bb146570,
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#TT142512"}
@article{bb146571,
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#TT142513"}
@article{bb146572,
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#TT142514"}
@article{bb146573,
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#TT142515"}
@article{bb146574,
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#TT142516"}
@article{bb146575,
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#TT142517"}
@article{bb146576,
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#TT142518"}
@article{bb146577,
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#TT142519"}
@article{bb146578,
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#TT142520"}
@article{bb146579,
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#TT142521"}
@inproceedings{bb146580,
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#TT142522"}
@article{bb146581,
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#TT142523"}
@article{bb146582,
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#TT142524"}
@article{bb146583,
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#TT142525"}
@article{bb146584,
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#TT142526"}
@article{bb146585,
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#TT142527"}
@article{bb146586,
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#TT142528"}
@article{bb146587,
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#TT142529"}
@article{bb146588,
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#TT142530"}
@article{bb146589,
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#TT142531"}
@article{bb146590,
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#TT142532"}
@article{bb146591,
AUTHOR = "Hou, Y.C. and Yu, B. and Yang, Z.Q. and Wang, J. and Xiang, W. and Wu, D. and Liwang, M.H. and Xia, X.Y. and Li, Z.J. and Tian, Y. and Sun, Y.Z.",
TITLE = "Privacy-preserving federated SAR image target recognition with
adaptive resource management in space-air-ground integrated networks",
JOURNAL = PR,
VOLUME = "177",
YEAR = "2026",
PAGES = "113253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT142533"}
@article{bb146592,
AUTHOR = "Fu, J. and Hong, Y. and Ling, X.P. and Wang, L. and Ran, X. and Sun, Z.Y. and Wang, W.H. and Chen, Z. and Cao, Y.",
TITLE = "Differentially Private Federated Learning: A Systematic Review",
JOURNAL = Surveys,
VOLUME = "58",
YEAR = "2026",
NUMBER = "11",
MONTH = "April",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT142534"}
@article{bb146593,
AUTHOR = "Yi, L.P. and Yu, H. and Wang, W.R. and Wang, G. and Liu, X.G. and Hu, Q.H.",
TITLE = "FedRSL: Representation Subspace Learning in Model-Heterogeneous
Federated Learning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "9010-9022",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT142535"}
@article{bb146594,
AUTHOR = "Wang, L. and Yang, S. and Wan, Y.F. and Xu, W.Y. and Zhang, M.L.",
TITLE = "Privacy Preserving Decentralized Learning With Positive-Incentive
Noise",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "8520-8534",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT142536"}
@article{bb146595,
AUTHOR = "Baranwal, N. and Singh, K.N. and Singh, A.K. and Gupta, B.B.",
TITLE = "Tackling the Malicious Gradients in Decentralized Learning by
Reversible Differential Privacy and Secure History-Aware Aggregation",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "2400-2404",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT142537"}
@article{bb146596,
AUTHOR = "Ouyang, J.Y. and Du, S.Q. and Han, R. and Liu, C.H. and Zhao, J.X. and Wu, X.N. and Chen, L.Y.",
TITLE = "Adaptive Differential Privacy Noise Injection for Decentralized
Federated Learning of Visual Recognition Tasks",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "358",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT142538"}
@inproceedings{bb146597,
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#TT142539"}
@inproceedings{bb146598,
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#TT142540"}
@inproceedings{bb146599,
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#TT142541"}
Last update:Aug 19, 2026 at 13:26:35