@inproceedings{bb144200,
        AUTHOR = "Kang, H.J. and Kim, J.H.",
        TITLE = "A Probabilistic Framework for Combining Multiple Classifiers at
Abstract Level",
        BOOKTITLE = ICDAR97,
        YEAR = "1997",
        PAGES = "870-874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT140148"}

@inproceedings{bb144201,
        AUTHOR = "Wong, G. and Frei, H.P.",
        TITLE = "Object recognition: the utopian method is dead; the time for combining
simple methods has come",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "III:185-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT140149"}

@article{bb144202,
        AUTHOR = "Sun, J. and Chen, T.Y. and Giannakis, G.B. and Yang, Q.M. and Yang, Z.Y.",
        TITLE = "Lazily Aggregated Quantized Gradient Innovation for
Communication-Efficient Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2031-2044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140150"}

@article{bb144203,
        AUTHOR = "Abdel Basset, M. and Moustafa, N. and Hawash, H. and Razzak, I. and Sallam, K.M. and Elkomy, O.M.",
        TITLE = "Federated Intrusion Detection in Blockchain-Based Smart
Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2523-2537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140151"}

@article{bb144204,
        AUTHOR = "Ng, J.S. and Lim, W.Y.B. and Dai, H.N. and Xiong, Z. and Huang, J. and Niyato, D. and Hua, X.S. and Leung, C. and Miao, C.",
        TITLE = "Joint Auction-Coalition Formation Framework for
Communication-Efficient Federated Learning in UAV-Enabled Internet of
Vehicles",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2326-2344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140152"}

@article{bb144205,
        AUTHOR = "Lim, W.Y.B. and Huang, J.Q. and Xiong, Z. and Kang, J. and Niyato, D. and Hua, X.S. and Leung, C. and Miao, C.Y.",
        TITLE = "Towards Federated Learning in UAV-Enabled Internet of Vehicles:
A Multi-Dimensional Contract-Matching Approach",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5140-5154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140153"}

@article{bb144206,
        AUTHOR = "Chai, H.Y. and Leng, S. and Chen, Y.J. and Zhang, K.",
        TITLE = "A Hierarchical Blockchain-Enabled Federated Learning Algorithm for
Knowledge Sharing in Internet of Vehicles",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3975-3986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140154"}

@article{bb144207,
        AUTHOR = "Uddin, M.P. and Xiang, Y. and Yearwood, J. and Gao, L.X.",
        TITLE = "Robust Federated Averaging via Outlier Pruning",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "409-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140155"}

@article{bb144208,
        AUTHOR = "Yan, N. and Wang, K.Z. and Pan, C. and Chai, K.K.",
        TITLE = "Performance Analysis for Channel-Weighted Federated Learning in OMA
Wireless Networks",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "772-776",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140156"}

@article{bb144209,
        AUTHOR = "Hong, S. and Chae, J.",
        TITLE = "Communication-Efficient Randomized Algorithm for Multi-Kernel Online
Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9872-9886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140157"}

@article{bb144210,
        AUTHOR = "Taik, A. and Mlika, Z. and Cherkaoui, S.",
        TITLE = "Clustered Vehicular Federated Learning: Process and Optimization",
        JOURNAL = ITS,
        VOLUME = "23",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "25371-25383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140158"}

@article{bb144211,
        AUTHOR = "Wei, X.X. and Huang, H.",
        TITLE = "Edge Devices Clustering for Federated Visual Classification: A
Feature Norm Based Framework",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "995-1010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140159"}

@article{bb144212,
        AUTHOR = "Garin, M. and Quintana, G.I.",
        TITLE = "Incidence of the Sample Size Distribution on One-Shot Federated
Learning",
        JOURNAL = IPOL,
        VOLUME = "13",
        YEAR = "2023",
        PAGES = "57-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140160"}

@article{bb144213,
        AUTHOR = "Zhou, H.L. and Zheng, Y.F. and Huang, H.J. and Shu, J.G. and Jia, X.H.",
        TITLE = "Toward Robust Hierarchical Federated Learning in Internet of Vehicles",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5600-5614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140161"}

@article{bb144214,
        AUTHOR = "Ahmad, A. and Luo, W. and Robles Kelly, A.",
        TITLE = "Robust federated learning under statistical heterogeneity via Hessian
spectral decomposition",
        JOURNAL = PR,
        VOLUME = "141",
        YEAR = "2023",
        PAGES = "109635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140162"}

@article{bb144215,
        AUTHOR = "Hatamizadeh, A. and Yin, H.X. and Molchanov, P. and Myronenko, A. and Li, W.Q. and Dogra, P. and Feng, A. and Flores, M.G. and Kautz, J. and Xu, D. and Roth, H.R.",
        TITLE = "Do Gradient Inversion Attacks Make Federated Learning Unsafe?",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2044-2056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140163"}

@article{bb144216,
        AUTHOR = "Zhou, S.L. and Li, G.Y.",
        TITLE = "Federated Learning Via Inexact ADMM",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9699-9708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140164"}

@article{bb144217,
        AUTHOR = "Dong, N.Q. and Kampffmeyer, M. and Voiculescu, I. and Xing, E.",
        TITLE = "Federated Partially Supervised Learning With Limited Decentralized
Medical Images",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1944-1954",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140165"}

@article{bb144218,
        AUTHOR = "Shi, Y. and Zhang, Y.Y. and Zhang, P. and Xiao, Y. and Niu, L.F.",
        TITLE = "Federated learning with l1 regularization",
        JOURNAL = PRL,
        VOLUME = "172",
        YEAR = "2023",
        PAGES = "15-21",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140166"}

@article{bb144219,
        AUTHOR = "Jin, X. and Bu, J.J. and Yu, Z. and Zhang, H. and Wang, Y.N.",
        TITLE = "FedCrack: Federated Transfer Learning With Unsupervised
Representation for Crack Detection",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "11171-11184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140167"}

@article{bb144220,
        AUTHOR = "Shinde, S.S. and Tarchi, D.",
        TITLE = "Joint Air-Ground Distributed Federated Learning for Intelligent
Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "9996-10011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140168"}

@article{bb144221,
        AUTHOR = "Novoa Paradela, D. and Fontenla Romero, O. and Guijarro Berdinas, B.",
        TITLE = "Fast deep autoencoder for federated learning",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140169"}

@article{bb144222,
        AUTHOR = "Liu, Z.B. and Wu, F.F. and Wang, Y.M. and Yang, M.Y. and Pan, X.P.",
        TITLE = "FedCL: Federated contrastive learning for multi-center medical image
classification",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140170"}

@article{bb144223,
        AUTHOR = "Sheng, T. and Shen, C.C. and Liu, Y. and Ou, Y. and Qu, Z. and Liang, Y.X. and Wang, J.X.",
        TITLE = "Modeling global distribution for federated learning with label
distribution skew",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140171"}

@article{bb144224,
        AUTHOR = "Ma, B.T. and Feng, Y. and Chen, G. and Li, C.Y. and Xia, Y.",
        TITLE = "Federated adaptive reweighting for medical image classification",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140172"}

@article{bb144225,
        AUTHOR = "Kumar, R. and Mishra, R. and Gupta, H.P.",
        TITLE = "A Federated Learning Approach With Imperfect Labels in LoRa-Based
Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "24",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13099-13107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140173"}

@article{bb144226,
        AUTHOR = "Kwon, D. and Park, J. and Hong, S.",
        TITLE = "Tighter Regret Analysis and Optimization of Online Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15772-15789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140174"}

@article{bb144227,
        AUTHOR = "Sun, Y. and Shen, L. and Sun, H. and Ding, L. and Tao, D.C.",
        TITLE = "Efficient Federated Learning Via Local Adaptive Amended Optimizer
With Linear Speedup",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "14453-14464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140175"}

@article{bb144228,
        AUTHOR = "Shaik, T. and Tao, X.H. and Li, L. and Higgins, N. and Gururajan, R. and Zhou, X. and Yong, J.M.",
        TITLE = "Clustered FedStack: Intermediate Global Models with Bayesian
Information Criterion",
        JOURNAL = PRL,
        VOLUME = "177",
        YEAR = "2024",
        PAGES = "121-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140176"}

@article{bb144229,
        AUTHOR = "Huang, W.K. and Ye, M. and Shi, Z.K. and Du, B.",
        TITLE = "Generalizable Heterogeneous Federated Cross-Correlation and Instance
Similarity Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "712-728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140177"}

@article{bb144230,
        AUTHOR = "Ribero, M. and Vikalo, H.",
        TITLE = "Reducing communication in federated learning via efficient client
sampling",
        JOURNAL = PR,
        VOLUME = "148",
        YEAR = "2024",
        PAGES = "110122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140178"}

@article{bb144231,
        AUTHOR = "Wang, W.D. and Li, S.Q. and Zhang, J. and Shan, D. and Zhang, G. and Gao, X.",
        TITLE = "A Node Selection Strategy in Space-Air-Ground Information Networks:
A Double Deep Q-Network Based on the Federated Learning Training Method",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "4",
        PAGES = "651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140179"}

@article{bb144232,
        AUTHOR = "Wang, S.F. and Tao, H. and Li, J.Z. and Ji, X.Y. and Gao, Y. and Gong, M.",
        TITLE = "Towards fair and personalized federated recommendation",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140180"}

@article{bb144233,
        AUTHOR = "Kang, M. and Kim, S. and Jin, K.H. and Adeli, E. and Pohl, K.M. and Park, S.H.",
        TITLE = "FedNN: Federated learning on concept drift data using weight and
adaptive group normalizations",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140181"}

@article{bb144234,
        AUTHOR = "Wu, Z. and Xu, Z.L. and Yu, H.F. and Liu, J.",
        TITLE = "Information-Theoretic Generalization Analysis for Topology-Aware
Heterogeneous Federated Edge Learning Over Noisy Channels",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "691-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140182"}

@article{bb144235,
        AUTHOR = "Shi, Y.J. and Liang, J. and Zhang, W.Q. and Xue, C.H. and Tan, V.Y.F. and Bai, S.",
        TITLE = "Understanding and Mitigating Dimensional Collapse in Federated
Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2936-2949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140183"}

@article{bb144236,
        AUTHOR = "Miao, Y.F. and Ni, W.L. and Tian, H.",
        TITLE = "One-Bit Aggregation for Over-the-Air Federated Learning Against
Byzantine Attacks",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1024-1028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140184"}

@article{bb144237,
        AUTHOR = "Zhao, H. and Ji, F. and Wang, Y. and Yao, K.X. and Chen, F.J.",
        TITLE = "Space-Air-Ground-Sea Integrated Network with Federated Learning",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "9",
        PAGES = "1640",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140185"}

@article{bb144238,
        AUTHOR = "Guo, S.X. and Wang, H.S. and Geng, X.",
        TITLE = "Dynamic heterogeneous federated learning with multi-level prototypes",
        JOURNAL = PR,
        VOLUME = "153",
        YEAR = "2024",
        PAGES = "110542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140186"}

@article{bb144239,
        AUTHOR = "Ben Youssef, B. and Alhmidi, L. and Bazi, Y. and Zuair, M.",
        TITLE = "Federated Learning Approach for Remote Sensing Scene Classification",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "12",
        PAGES = "2194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140187"}

@article{bb144240,
        AUTHOR = "Wang, S.Y. and Zhao, H.T. and Wen, W.L. and Xia, W.C. and Wang, B. and Zhu, H.B.",
        TITLE = "Contract Theory Based Incentive Mechanism for Clustered Vehicular
Federated Learning",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8134-8147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140188"}

@article{bb144241,
        AUTHOR = "Gu, H.L. and Fan, L.X. and Tang, X.X. and Yang, Q.",
        TITLE = "FedCut: A Spectral Analysis Framework for Reliable Detection of
Byzantine Colluders",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5905-5920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140189"}

@article{bb144242,
        AUTHOR = "Zhang, X.Y. and Sun, W.Y. and Chen, Y.",
        TITLE = "Tackling the Non-IID Issue in Heterogeneous Federated Learning by
Gradient Harmonization",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2595-2599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140190"}

@article{bb144243,
        AUTHOR = "Li, D. and Xie, W.Y. and Wang, Z.X. and Lu, Y.B. and Li, Y.S. and Fang, L.Y.",
        TITLE = "FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal
and Multi-Clients",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "10353-10367",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140191"}

@article{bb144244,
        AUTHOR = "Zhang, H. and Li, C.L. and Dai, W.R. and Zheng, Z.Y. and Zou, J. and Xiong, H.K.",
        TITLE = "Stabilizing and Accelerating Federated Learning on Heterogeneous Data
With Partial Client Participation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "67-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140192"}

@article{bb144245,
        AUTHOR = "Zhao, Y. and Liu, Q.H. and Liu, P. and Liu, X.W. and He, K.L.",
        TITLE = "Medical Federated Model with Mixture of Personalized and Shared
Components",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "433-449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140193"}

@article{bb144246,
        AUTHOR = "Mao, W.J. and Yu, B. and Zhang, C. and Qin, A.K. and Xie, Y.",
        TITLE = "FedKT: Federated learning with knowledge transfer for non-IID data",
        JOURNAL = PR,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "111143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140194"}

@article{bb144247,
        AUTHOR = "Lv, F.L. and Qian, P.X. and Lu, Y. and Wang, H.Z.",
        TITLE = "Personalized Federated Learning on long-tailed data via knowledge
distillation and generated features",
        JOURNAL = PRL,
        VOLUME = "186",
        YEAR = "2024",
        PAGES = "178-183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140195"}

@article{bb144248,
        AUTHOR = "Barbieri, L. and Savazzi, S. and Nicoli, M.",
        TITLE = "On the Impact of Model Compression for Bayesian Federated Learning:
An Analysis on Healthcare Data",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "251-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140196"}

@article{bb144249,
        AUTHOR = "Li, B.S. and Gao, W.F. and Xie, J. and Li, H. and Gong, M.",
        TITLE = "Robust decentralized federated learning for heterogeneous and
non-ideal networks",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140197"}

@article{bb144250,
        AUTHOR = "Rasti Meymandi, A. and Sajedi, A. and Plataniotis, K.N.",
        TITLE = "FedPnP: Personalized graph-structured federated learning",
        JOURNAL = PR,
        VOLUME = "163",
        YEAR = "2025",
        PAGES = "111455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140198"}

@article{bb144251,
        AUTHOR = "He, L. and Yu, X.C. and Zhang, X.P. and Plataniotis, K.N.",
        TITLE = "An Adaptive Non-Linear Graph Filter in Semi-Supervised Graph Based
Classification",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "231-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140199"}

@article{bb144252,
        AUTHOR = "Song, H.Y. and Wang, J.C. and Zhou, J.J. and Wang, L.S.",
        TITLE = "Tackling Modality-Heterogeneous Client Drift Holistically for
Heterogeneous Multimodal Federated Learning",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1931-1941",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140200"}

@article{bb144253,
        AUTHOR = "Li, Q.L. and Shen, L. and Li, G.H. and Yin, Q.J. and Tao, D.C.",
        TITLE = "DFedADMM: Dual Constraint Controlled Model Inconsistency for
Decentralize Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4803-4815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140201"}

@article{bb144254,
        AUTHOR = "Yang, Q.S. and Chen, Z. and Peng, Z. and Yuan, Y.X.",
        TITLE = "Relation-Guided Versatile Regularization for Federated Semi-Supervised
Learning",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3312-3326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140202"}

@article{bb144255,
        AUTHOR = "Cui, Y.P. and Wang, P. and Wu, D.P. and He, P. and Wang, R. and Yan, M.J. and Yang, L.",
        TITLE = "Online Auction for Federal Learning Client Selection in IoV",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "8021-8033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140203"}

@article{bb144256,
        AUTHOR = "Uddin, M.P. and Xiang, Y. and Hasan, M. and Bai, J. and Zhao, Y. and Gao, L.X.",
        TITLE = "A Systematic Literature Review of Robust Federated Learning: Issues,
Solutions, and Future Research Directions",
        JOURNAL = Surveys,
        VOLUME = "57",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "May",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140204"}

@article{bb144257,
        AUTHOR = "Pan, H. and Zhao, X.L. and Jiang, Y.C. and He, L.P. and Wang, B.Q. and Shu, Y.",
        TITLE = "FedVLP: Visual-aware latent prompt generation for Multimodal
Federated Learning",
        JOURNAL = CVIU,
        VOLUME = "259",
        YEAR = "2025",
        PAGES = "104442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140205"}

@article{bb144258,
        AUTHOR = "Zhang, X.T. and Kofidis, E. and Wu, R. and Zhu, C. and Zhang, L. and Liu, Y.P.",
        TITLE = "Coupled tensor train decomposition in federated learning",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140206"}

@article{bb144259,
        AUTHOR = "Huang, S. and Li, Y.J. and Chen, C. and Gao, Y. and Hu, X.",
        TITLE = "FedID: Enhancing Federated Learning Security Through Dynamic
Identification",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "8907-8922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140207"}

@article{bb144260,
        AUTHOR = "Wang, J.L. and Yang, X.T. and Zhao, H.R. and Wu, Y.T. and Sun, X.",
        TITLE = "Dynamic density adaptive clustering and blockchain integration for
efficient federated learning",
        JOURNAL = PRL,
        VOLUME = "197",
        YEAR = "2025",
        PAGES = "267-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140208"}

@article{bb144261,
        AUTHOR = "Yang, Z.Y. and Shao, Z. and Yu, H. and Huangfu, H.J. and Teoh, A.B.J. and Li, X.X. and Shan, H.M. and Zhang, Y.",
        TITLE = "Enhancing federated learning through exploring filter-aware
relationships and personalizing local structures",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140209"}

@article{bb144262,
        AUTHOR = "Pei, J.M. and Li, W.",
        TITLE = "Dual Model Pruning Enables Efficient Federated Learning in
Intelligent Transportation Systems",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "17292-17303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140210"}

@article{bb144263,
        AUTHOR = "Shen, N. and Xu, T.F. and Huang, S.Q. and Chen, Z.X. and Li, J.A.",
        TITLE = "Dynamic Client Distillation for Semi-Supervised Federated Learning in
a Realistic Scenario",
        JOURNAL = MedImg,
        VOLUME = "44",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4198-4212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140211"}

@article{bb144264,
        AUTHOR = "Song, R.J. and Jin, R. and Jiang, S.M. and Huang, C.W. and Liu, J.",
        TITLE = "Weighted Probabilistic Mask Aggregation for Fault Tolerant Federated
Learning",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "4324-4328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140212"}

@article{bb144265,
        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#TT140213"}

@article{bb144266,
        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#TT140214"}

@article{bb144267,
        AUTHOR = "Seo, Y.H. and Lim, H. and Yu, N.Y.",
        TITLE = "Communication Efficient Over-the-Air Federated Learning With Random
FLARE Algorithm",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "171-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140215"}

@article{bb144268,
        AUTHOR = "Song, X.X. and Cheng, K.X. and Wang, H. and Guo, Y. and Wu, T. and Liu, S.L. and Yi, J.W.",
        TITLE = "Communication-Efficient FL With Hybrid Aggregation for the CAVs Over
Multiple BSs",
        JOURNAL = ITS,
        VOLUME = "27",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "300-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140216"}

@article{bb144269,
        AUTHOR = "Meng, C.Z. and Yang, J. and Niu, H. and Habault, G. and Legaspi, R. and Wada, S. and Ono, C. and Liu, Y.",
        TITLE = "Sample-Level Prototypical Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1133-1144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140217"}

@article{bb144270,
        AUTHOR = "An, X.M. and Shen, L. and Luo, Y. and Hu, H. and Tao, D.C.",
        TITLE = "Adaptive Batch Size Time Evolving Stochastic Gradient Descent for
Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1158-1170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140218"}

@article{bb144271,
        AUTHOR = "Wu, P. and Imbiriba, T. and Closas, P.",
        TITLE = "A Bayesian Framework for Clustered Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3471-3481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140219"}

@article{bb144272,
        AUTHOR = "Zhou, X.C. and Yang, G. and Zheng, H.T. and Kong, L.L. and Cao, J.",
        TITLE = "FedFask: Fast Sketching Distributed PCA for Large-Scale Federated
Data",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3714-3725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140220"}

@article{bb144273,
        AUTHOR = "Zhai, Z.Y. and Yuan, X.J. and Wang, X. and Li, G.Y.",
        TITLE = "Decentralized Federated Learning With Distributed Aggregation Weight
Optimization",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3899-3910",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140221"}

@article{bb144274,
        AUTHOR = "Zhu, J.N. and Han, B. and Yao, J.C. and Yao, Q.M. and Liu, T.L. and Xu, J.L.",
        TITLE = "Slack Federated Adversarial Training",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4420-4439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140222"}

@article{bb144275,
        AUTHOR = "Sun, Y. and Shen, L. and Tao, D.C.",
        TITLE = "Toward Understanding Generalization and Stability Gaps Between
Centralized and Decentralized Federated Learning",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4744-4755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140223"}

@article{bb144276,
        AUTHOR = "Guo, P.X. and Wang, R.X. and Zeng, S. and Zhu, J.J. and Jiang, H.N. and Wang, Y.R. and Zhou, Y. and Wang, F.F. and Xiong, H. and Qu, L.Q.",
        TITLE = "Exploring the Vulnerabilities of Federated Learning:
A Deep Dive Into Gradient Inversion Attacks",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4810-4826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140224"}

@article{bb144277,
        AUTHOR = "Chung, W.C. and Lo, C.A. and Lin, Y.H. and Chen, Z.H. and Hung, C.L.",
        TITLE = "Decentralized Federated Learning with Non-IID Data: Challenges,
Trends, and Future Opportunities",
        JOURNAL = Surveys,
        VOLUME = "58",
        YEAR = "2026",
        NUMBER = "8",
        MONTH = "February",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140225"}

@article{bb144278,
        AUTHOR = "Zafar, M.H. and Kumayl Raza Moosavi, S. and Sanfilippo, F.",
        TITLE = "CurFed-CHARM: Curriculum sequential federated learning with a
channel-hierarchical action recognition model for non-IID
heterogeneous data in neuromorphic/event cameras",
        JOURNAL = CVIU,
        VOLUME = "265",
        YEAR = "2026",
        PAGES = "104696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140226"}

@inproceedings{bb144279,
        AUTHOR = "Pokharel, A. and Rahman, R. and Morris, T. and Nguyen, D.C.",
        TITLE = "Quantum Federated Learning for Multimodal Data:
A Modality-Agnostic Approach",
        BOOKTITLE = "AIBench25",
        YEAR = "2025",
        PAGES = "545-554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140227"}

@inproceedings{bb144280,
        AUTHOR = "Benjamin, J.G. and Asokan, M. and Yaqub, M. and Nandakumar, K.",
        TITLE = "FedSECA: Sign Election and Coordinate-Wise Aggregation of Gradients
for Byzantine Tolerant Federated Learning",
        BOOKTITLE = FedVision25,
        YEAR = "2025",
        PAGES = "1762-1771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140228"}

@inproceedings{bb144281,
        AUTHOR = "Zhang, T. and Feng, T.T. and Alam, S. and Dimitriadis, D. and Lee, S. and Zhang, M. and Narayanan, S.S. and Avestimehr, S. and Avestimehr, S.",
        TITLE = "GPT-FL: Generative Pre-Trained Model-Assisted Federated Learning",
        BOOKTITLE = FedVision25,
        YEAR = "2025",
        PAGES = "1752-1761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140229"}

@inproceedings{bb144282,
        AUTHOR = "He, R. and Tong, K. and Fang, D. and Sun, H. and Zeng, Z.Q. and Li, H.R. and Chen, T.Y. and Zhuang, H.P.",
        TITLE = "AFL: A Single-Round Analytic Approach for Federated Learning with
Pre-trained Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4988-4998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140230"}

@inproceedings{bb144283,
        AUTHOR = "Wang, Z. and Wang, Z. and Wang, Z. and Fan, X.L. and Wang, C.",
        TITLE = "Federated Learning with Domain Shift Eraser",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4978-4987",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140231"}

@inproceedings{bb144284,
        AUTHOR = "Yu, H. and Yang, X. and Zhang, L. and Gu, H.L. and Li, T.R. and Fan, L.X. and Yang, Q.",
        TITLE = "Handling Spatial-Temporal Data Heterogeneity for Federated Continual
Learning via Tail Anchor",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4874-4883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140232"}

@inproceedings{bb144285,
        AUTHOR = "Zhang, X.T. and Li, S. and Li, A. and Liu, Y.P. and Zhang, F. and Zhu, C. and Zhang, L.",
        TITLE = "Subspace Constraint and Contribution Estimation for Heterogeneous
Federated Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20632-20642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140233"}

@inproceedings{bb144286,
        AUTHOR = "Xie, Y. and Fang, M.H. and Gong, N.Z.Q.",
        TITLE = "Model Poisoning Attacks to Federated Learning via Multi-Round
Consistency",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15454-15463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140234"}

@inproceedings{bb144287,
        AUTHOR = "Zheng, H. and Hu, Z.G. and Yang, L. and Zheng, M.G. and Xu, A. and Wang, B.",
        TITLE = "FedCALM: Conflict-aware Layer-wise Mitigation for Selective
Aggregation in Deeper Personalized Federated Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15444-15453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140235"}

@inproceedings{bb144288,
        AUTHOR = "Hao, C. and Xie, W.Y. and Li, D. and Qin, H.N. and Ye, H. and Fang, L.Y. and Li, Y.S.",
        TITLE = "FedCS: Coreset Selection for Federated Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15434-15443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140236"}

@inproceedings{bb144289,
        AUTHOR = "Wang, Z.Y. and Yi, F. and Gong, P.Z. and He, C. and Jin, C. and Zhang, W.Z.",
        TITLE = "Population Normalization for Federated Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10214-10223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140237"}

@inproceedings{bb144290,
        AUTHOR = "Liu, Y.J. and Shang, X. and Zhang, Y.Q. and Lu, Y. and Gong, C. and Xue, J.H. and Wang, H.Z.",
        TITLE = "Mind the Gap: Confidence Discrepancy Can Guide Federated
Semi-Supervised Learning Across Pseudo-Mismatch",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10173-10182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140238"}

@inproceedings{bb144291,
        AUTHOR = "Saha, P. and Wagner, F. and Mishra, D. and Peng, C. and Thakur, A. and Clifton, D.A. and Kamnitsas, K. and Noble, J.A.",
        TITLE = "F3OCUS: Federated Finetuning of Vision-Language Foundation Models
with Optimal Client Layer Updating Strategy via Multi-objective
Meta-Heuristics",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20006-20017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140239"}

@inproceedings{bb144292,
        AUTHOR = "Zhong, Z.Y. and Bao, W.D. and Wang, J. and Zhang, S. and Zhou, J.X. and Lyu, L. and Lim, W.Y.B.",
        TITLE = "Unlearning through Knowledge Overwriting: Reversible Federated
Unlearning via Selective Sparse Adapter",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30661-30670",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140240"}

@inproceedings{bb144293,
        AUTHOR = "Xu, J.H. and Zhang, Z.K. and Hu, R.",
        TITLE = "Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive
Sparsified Model Aggregation",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1508-1517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140241"}

@inproceedings{bb144294,
        AUTHOR = "Xu, J.H. and Zhang, Z.K. and Hu, R.",
        TITLE = "Identify Backdoored Model in Federated Learning via Individual
Unlearning",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7960-7969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140242"}

@inproceedings{bb144295,
        AUTHOR = "Rifat, S. and Ashdown, J. and Restuccia, F.",
        TITLE = "DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation*",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "1924-1932",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140243"}

@inproceedings{bb144296,
        AUTHOR = "Zhang, M. and Abdi, M. and Rifat, S. and Restuccia, F.",
        TITLE = "Resilience of Entropy Model in Distributed Neural Networks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXI: 423-440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140244"}

@inproceedings{bb144297,
        AUTHOR = "Lau, K.W. and Rehman, Y.A.U. and Buarque de Gusmao, P.P. and Po, L.M. and Ma, L. and Xie, Y.Y.",
        TITLE = "Fedrepopt: Gradient Re-parametrized Optimizers in Federated Learning",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "VIII: 74-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140245"}

@inproceedings{bb144298,
        AUTHOR = "Sun, G.Y. and Mendieta, M. and Dutta, A. and Li, X. and Chen, C.",
        TITLE = "Towards Multi-modal Transformers in Federated Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XV: 229-246",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140246"}

@inproceedings{bb144299,
        AUTHOR = "Yan, P. and Wang, H. and Song, T. and Hua, Y. and Ma, R. and Hu, N.X. and Haghighat, M.R. and Guan, H.B.",
        TITLE = "Skymask: Attack-Agnostic Robust Federated Learning with Fine-grained
Learnable Masks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIX: 291-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT140247"}

Last update:Apr 6, 2026 at 11:28:57