@article{bb145200,
        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#TT141146"}

@article{bb145201,
        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#TT141147"}

@article{bb145202,
        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#TT141148"}

@article{bb145203,
        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#TT141149"}

@article{bb145204,
        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#TT141150"}

@article{bb145205,
        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#TT141151"}

@article{bb145206,
        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#TT141152"}

@article{bb145207,
        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#TT141153"}

@article{bb145208,
        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#TT141154"}

@inproceedings{bb145209,
        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#TT141155"}

@article{bb145210,
        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#TT141156"}

@article{bb145211,
        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#TT141157"}

@article{bb145212,
        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#TT141158"}

@article{bb145213,
        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#TT141159"}

@article{bb145214,
        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#TT141160"}

@article{bb145215,
        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#TT141161"}

@article{bb145216,
        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#TT141162"}

@article{bb145217,
        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#TT141163"}

@article{bb145218,
        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#TT141164"}

@article{bb145219,
        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#TT141165"}

@article{bb145220,
        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#TT141166"}

@article{bb145221,
        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#TT141167"}

@inproceedings{bb145222,
        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#TT141168"}

@inproceedings{bb145223,
        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#TT141169"}

@inproceedings{bb145224,
        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#TT141170"}

@inproceedings{bb145225,
        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#TT141171"}

@inproceedings{bb145226,
        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#TT141172"}

@inproceedings{bb145227,
        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#TT141173"}

@inproceedings{bb145228,
        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#TT141174"}

@inproceedings{bb145229,
        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#TT141175"}

@inproceedings{bb145230,
        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#TT141176"}

@inproceedings{bb145231,
        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#TT141177"}

@inproceedings{bb145232,
        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#TT141178"}

@inproceedings{bb145233,
        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#TT141179"}

@inproceedings{bb145234,
        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#TT141180"}

@inproceedings{bb145235,
        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#TT141181"}

@inproceedings{bb145236,
        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#TT141182"}

@inproceedings{bb145237,
        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#TT141183"}

@inproceedings{bb145238,
        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#TT141184"}

@inproceedings{bb145239,
        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#TT141185"}

@inproceedings{bb145240,
        AUTHOR = "Lee, G. and Jeong, M. and Kim, S. and Oh, J. and Yun, S.Y.",
        TITLE = "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in
Federated Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12512-12522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141186"}

@inproceedings{bb145241,
        AUTHOR = "Xie, C. and Huang, D.A. and Chu, W. and Xu, D. and Xiao, C.W. and Li, B. and Anandkumar, A.",
        TITLE = "Perada: Parameter-Efficient Federated Learning Personalization with
Generalization Guarantees",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23838-23848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141187"}

@inproceedings{bb145242,
        AUTHOR = "Tran, M.T. and Le, T. and Le, X.M. and Harandi, M. and Phung, D.",
        TITLE = "Text-Enhanced Data-Free Approach for Federated Class-Incremental
Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23870-23880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141188"}

@inproceedings{bb145243,
        AUTHOR = "Li, W.Q. and Fu, S. and Zhang, F.R. and Pang, Y.",
        TITLE = "Data Valuation and Detections in Federated Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12027-12036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141189"}

@inproceedings{bb145244,
        AUTHOR = "Zhang, J.Q. and Liu, Y. and Hua, Y. and Cao, J.",
        TITLE = "An Upload-Efficient Scheme for Transferring Knowledge From a
Server-Side Pre-trained Generator to Clients in Heterogeneous
Federated Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12109-12119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141190"}

@inproceedings{bb145245,
        AUTHOR = "Zhao, J.C. and Dabholkar, A. and Sharma, A. and Bagchi, S.",
        TITLE = "Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data
from Federated Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12247-12256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141191"}

@inproceedings{bb145246,
        AUTHOR = "Tu, N.A. and Abu, A. and Aikyn, N. and Makhanov, N. and Lee, M.H. and Le Huy, K. and Wong, K.S.",
        TITLE = "FedFSLAR: A Federated Learning Framework for Few-shot Action
Recognition",
        BOOKTITLE = RWSurvil24,
        YEAR = "2024",
        PAGES = "270-279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141192"}

@inproceedings{bb145247,
        AUTHOR = "Eloul, S. and Silavong, F. and Kamthe, S. and Georgiadis, A. and Moran, S.J.",
        TITLE = "Mixing Gradients in Neural Networks as a Strategy to Enhance Privacy
in Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3944-3953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141193"}

@inproceedings{bb145248,
        AUTHOR = "Wang, F. and Velipasalar, S. and Gursoy, M.C.",
        TITLE = "Maximum Knowledge Orthogonality Reconstruction with Gradients in
Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "3872-3881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141194"}

@inproceedings{bb145249,
        AUTHOR = "Sivasubramanian, D. and Nagalapatti, L. and Iyer, R. and Ramakrishnan, G.",
        TITLE = "Gradient Coreset for Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2636-2645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141195"}

@inproceedings{bb145250,
        AUTHOR = "Amosy, O. and Eyal, G. and Chechik, G.",
        TITLE = "Late to the party? On-demand unlabeled personalized federated
learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2173-2182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141196"}

@inproceedings{bb145251,
        AUTHOR = "Ashraf, T. and Mir, F.B.A. and Gillani, I.A.",
        TITLE = "TransFed: A way to epitomize Focal Modulation using Transformer-based
Federated Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "543-552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141197"}

@inproceedings{bb145252,
        AUTHOR = "Wan, G. and Du, H.T. and Yuan, X.J. and Yang, J. and Chen, M.L. and Xu, J.",
        TITLE = "Enhancing Privacy Preservation in Federated Learning via Learning
Rate Perturbation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4749-4758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141198"}

@inproceedings{bb145253,
        AUTHOR = "Li, X.C. and Xu, Y.C. and Song, S.M. and Li, B.S. and Li, Y.C. and Shao, Y.F. and Zhan, D.C.",
        TITLE = "Federated Learning with Position-Aware Neurons",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10072-10081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141199"}

@inproceedings{bb145254,
        AUTHOR = "Ma, X.S. and Zhang, J. and Guo, S. and Xu, W.C.",
        TITLE = "Layer-wised Model Aggregation for Personalized Federated Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10082-10091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141200"}

@inproceedings{bb145255,
        AUTHOR = "Tang, M.X. and Ning, X.F. and Wang, Y. and Sun, J.W. and Wang, Y. and Li, H. and Chen, Y.R.",
        TITLE = "FedCor: Correlation-Based Active Client Selection Strategy for
Heterogeneous Federated Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10092-10101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141201"}

@inproceedings{bb145256,
        AUTHOR = "Gao, L. and Fu, H.Z. and Li, L. and Chen, Y. and Xu, M. and Xu, C.Z.",
        TITLE = "FedDC: Federated Learning with Non-IID Data via Local Drift
Decoupling and Correction",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10102-10111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141202"}

@inproceedings{bb145257,
        AUTHOR = "Cheng, A. and Wang, P.S. and Zhang, X.S. and Cheng, J.",
        TITLE = "Differentially Private Federated Learning with Local Regularization
and Sparsification",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10112-10121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141203"}

@inproceedings{bb145258,
        AUTHOR = "Li, Z.H. and Zhang, J.X. and Liu, L.Y. and Liu, J.",
        TITLE = "Auditing Privacy Defenses in Federated Learning via Generative
Gradient Leakage",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10122-10132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141204"}

@inproceedings{bb145259,
        AUTHOR = "Huang, W.K. and Ye, M. and Du, B.",
        TITLE = "Learn from Others and Be Yourself in Heterogeneous Federated Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10133-10143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141205"}

@inproceedings{bb145260,
        AUTHOR = "Xu, J.Y. and Chen, Z.H. and Quek, T.Q.S. and Chong, K.F.E.",
        TITLE = "FedCorr: Multi-Stage Federated Learning for Label Noise Correction",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10174-10183",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141206"}

@inproceedings{bb145261,
        AUTHOR = "Zhang, J.Y. and Chen, Y.R. and Li, H.",
        TITLE = "Privacy Leakage of Adversarial Training Models in Federated Learning
Systems",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "107-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141207"}

@inproceedings{bb145262,
        AUTHOR = "Tuor, T. and Wang, S.Q. and Ko, B.J. and Liu, C.C. and Leung, K.K.",
        TITLE = "Overcoming Noisy and Irrelevant Data in Federated Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5020-5027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141208"}

@inproceedings{bb145263,
        AUTHOR = "Zhu, Z.R. and Sun, L.F.",
        TITLE = "Federated Trace:
A Node Selection Method for More Efficient Federated Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1234-1238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141209"}

@inproceedings{bb145264,
        AUTHOR = "Lim, J.Q. and Chan, C.S.",
        TITLE = "From Gradient Leakage To Adversarial Attacks In Federated Learning",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3602-3606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141210"}

@inproceedings{bb145265,
        AUTHOR = "Moon, J. and Kum, S. and Kim, Y. and Stankovski, V. and Pascinski, U. and Kochovski, P.",
        TITLE = "A Decentralized AI Data Management System In Federated Learning",
        BOOKTITLE = ISCV20,
        YEAR = "2020",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT141211"}

@article{bb145266,
        AUTHOR = "Kuncheva, L.I. and Bezdek, J.C. and Duin, R.P.W.",
        TITLE = "Decision templates for multiple classifier fusion:
An Experimental Comparison",
        JOURNAL = PR,
        VOLUME = "34",
        YEAR = "2001",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "299-314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141212"}

@article{bb145267,
        AUTHOR = "Windridge, D. and Kittler, J.V.",
        TITLE = "A Morphologically Optimal Strategy for Classifier Combinaton:
Multiple Expert Fusion as a Tomographic Process",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "343-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141213"}

@article{bb145268,
        AUTHOR = "Wanas, N.M. and Dara, R.A. and Kamel, M.S.",
        TITLE = "Adaptive fusion and co-operative training for classifier ensembles",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1781-1794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141214"}

@article{bb145269,
        AUTHOR = "Bogdanov, A.V.",
        TITLE = "Neuroinspired Architecture for Robust Classifier Fusion of Multisensor
Imagery",
        JOURNAL = GeoRS,
        VOLUME = "46",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1467-1487",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141215"}

@article{bb145270,
        AUTHOR = "Toh, K.A. and Kim, J.H. and Lee, S.Y.",
        TITLE = "Maximizing area under ROC curve for biometric scores fusion",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3373-3392",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141216"}

@article{bb145271,
        AUTHOR = "Terrades, O.R. and Valveny, E. and Tabbone, S.A.",
        TITLE = "Optimal Classifier Fusion in a Non-Bayesian Probabilistic Framework",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1630-1644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141217"}

@article{bb145272,
        AUTHOR = "Guru, D.S. and Suraj, M.G. and Manjunath, S.",
        TITLE = "Fusion of covariance matrices of PCA and FLD",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "432-440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141218"}

@article{bb145273,
        AUTHOR = "Yera, A. and Arbelaitz, O. and Jodra, J.L. and Gurrutxaga, I. and Perez, J.M. and Muguerza, J.",
        TITLE = "Analysis of several decision fusion strategies for clustering
validation. Strategy definition, experiments and validation",
        JOURNAL = PRL,
        VOLUME = "85",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "42-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141219"}

@article{bb145274,
        AUTHOR = "Asman, A.J. and Landman, B.A.",
        TITLE = "Robust Statistical Label Fusion Through Consensus Level, Labeler
Accuracy, and Truth Estimation (COLLATE)",
        JOURNAL = MedImg,
        VOLUME = "30",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1779-1794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141220"}

@article{bb145275,
        AUTHOR = "Audhkhasi, K. and Narayanan, S.",
        TITLE = "A Globally-Variant Locally-Constant Model for Fusion of Labels from
Multiple Diverse Experts without Using Reference Labels",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "769-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141221"}

@article{bb145276,
        AUTHOR = "Wang, X.Z. and Wang, R. and Feng, H.M. and Wang, H.C.",
        TITLE = "A New Approach to Classifier Fusion Based on Upper Integral",
        JOURNAL = Cyber,
        VOLUME = "44",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "620-635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141222"}

@article{bb145277,
        AUTHOR = "Ammour, N. and Alajlan, N.",
        TITLE = "A dynamic weights OWA fusion for ensemble clustering",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "727-734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141223"}

@article{bb145278,
        AUTHOR = "Peng, Y. and Zhou, X. and Wang, D.Z. and Patwa, I. and Gong, D. and Fang, C.V.",
        TITLE = "Multimodal Ensemble Fusion for Disambiguation and Retrieval",
        JOURNAL = MultMedMag,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "42-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141224"}

@article{bb145279,
        AUTHOR = "Zhang, C. and Sargent, I. and Pan, X. and Gardiner, A. and Hare, J. and Atkinson, P.M.",
        TITLE = "VPRS-Based Regional Decision Fusion of CNN and MRF Classifications
for Very Fine Resolution Remotely Sensed Images",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4507-4521",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141225"}

@article{bb145280,
        AUTHOR = "Du, X.X. and Zare, A.",
        TITLE = "Multiple Instance Choquet Integral Classifier Fusion and Regression
for Remote Sensing Applications",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2741-2753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141226"}

@article{bb145281,
        AUTHOR = "Xu, J. and Wang, W. and Wang, H.Y. and Guo, J.H.",
        TITLE = "Multi-model ensemble with rich spatial information for object
detection",
        JOURNAL = PR,
        VOLUME = "99",
        YEAR = "2020",
        PAGES = "107098",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141227"}

@article{bb145282,
        AUTHOR = "Huang, A.P. and Zhao, T.S. and Lin, C.W.",
        TITLE = "Multi-View Data Fusion Oriented Clustering via Nuclear Norm
Minimization",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "9600-9613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141228"}

@article{bb145283,
        AUTHOR = "Pournemat, A. and Adibi, P. and Chanussot, J.",
        TITLE = "Semisupervised charting for spectral multimodal manifold learning and
alignment",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141229"}

@article{bb145284,
        AUTHOR = "Xu, C.J. and Zhu, G.B. and Shu, J.Q.",
        TITLE = "A Combination of Lie Group Machine Learning and Deep Learning for
Remote Sensing Scene Classification Using Multi-Layer Heterogeneous
Feature Extraction and Fusion",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141230"}

@article{bb145285,
        AUTHOR = "Liang, X.Y. and Qian, Y.H. and Guo, Q. and Cheng, H.H. and Liang, J.",
        TITLE = "AF: An Association-Based Fusion Method for Multi-Modal Classification",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9236-9254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141231"}

@article{bb145286,
        AUTHOR = "Wang, W.J. and Zhou, H.R. and Chen, G. and Wang, X.L.",
        TITLE = "Fusion of a Static and Dynamic Convolutional Neural Network for
Multiview 3D Point Cloud Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141232"}

@article{bb145287,
        AUTHOR = "Chen, J. and Mao, H. and Peng, D.Z. and Zhang, C.Q. and Peng, X.",
        TITLE = "Multiview Clustering by Consensus Spectral Rotation Fusion",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5153-5166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141233"}

@article{bb145288,
        AUTHOR = "Zhang, X. and Xu, Y.T. and Liu, X.",
        TITLE = "Multiple instance learning from similarity-confidence bags",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "109984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141234"}

@article{bb145289,
        AUTHOR = "Xu, N. and Wang, J.Y. and Tian, Y. and Zhang, R.K. and Mao, W.J.",
        TITLE = "AnANet: Association and Alignment Network for Modeling Implicit
Relevance in Cross-Modal Correlation Classification",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7867-7880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141235"}

@article{bb145290,
        AUTHOR = "Lin, Y.Q. and Zhao, H.V.",
        TITLE = "Maximum Entropy Attack on Decision Fusion With Herding Behaviors",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2500-2504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141236"}

@article{bb145291,
        AUTHOR = "Wang, J. and Kou, Z.Q. and Jia, Y.H. and Lv, J.H. and Geng, X.",
        TITLE = "Label enhancement by manifold fusion of feature and label spaces",
        JOURNAL = PR,
        VOLUME = "168",
        YEAR = "2025",
        PAGES = "111854",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141237"}

@article{bb145292,
        AUTHOR = "Li, Z.X. and Li, Z.Q. and Lin, J. and Shen, T. and Xiao, J. and Guo, Y. and Lin, T. and Wu, C.",
        TITLE = "Improving Model Fusion by Training-Time Neuron Alignment With Fixed
Neuron Anchors",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2186-2199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141238"}

@inproceedings{bb145293,
        AUTHOR = "Wang, S.H. and Bin, L. and Xiao, X.Y. and Xiang, Z.Y. and Shan, H.G. and Liu, E.",
        TITLE = "IFTR: An Instance-level Fusion Transformer for Visual Collaborative
Perception",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXVII: 124-141",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141239"}

@inproceedings{bb145294,
        AUTHOR = "Li, H.",
        TITLE = "Rethinking Features-Fused-Pyramid-Neck for Object Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVII: 74-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141240"}

@inproceedings{bb145295,
        AUTHOR = "Oikonomidis, A. and Pegia, M. and Moumtzidou, A. and Gialampoukidis, I. and Vrochidis, S. and Kompatsiaris, I.",
        TITLE = "Fusion of Multiple Classifiers Using Self Supervised Learning for
Satellite Image Change Detection",
        BOOKTITLE = MMMod23,
        YEAR = "2023",
        PAGES = "II: 623-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141241"}

@inproceedings{bb145296,
        AUTHOR = "Arefeen, M.A. and Nimi, S.T. and Uddin, M.Y.S. and Li, Z.",
        TITLE = "A Lightweight Relu-Based Feature Fusion for Aerial Scene
Classification",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3857-3861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141242"}

@inproceedings{bb145297,
        AUTHOR = "Ge, W. and Yang, S. and Yu, Y.",
        TITLE = "Multi-evidence Filtering and Fusion for Multi-label Classification,
Object Detection and Semantic Segmentation Based on Weakly Supervised
Learning",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1277-1286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141243"}

@inproceedings{bb145298,
        AUTHOR = "Goswami, G. and Ratha, N. and Singh, R. and Vatsa, M.",
        TITLE = "Improving classifier fusion via Pool Adjacent Violators normalization",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1011-1016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141244"}

@inproceedings{bb145299,
        AUTHOR = "Jhuo, I.H. and Weng, L. and Cheng, W.H. and Lee, D.T.",
        TITLE = "A feature fusion framework for hashing",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2288-2293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT141245"}

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