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"712-728", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124272"} @article{bb128203, 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/pattern608fe4.html#TT124273"} @article{bb128204, 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#TT124274"} @article{bb128205, 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 = 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"http://www.visionbib.com/bibliography/pattern608fe4.html#TT124331"} @inproceedings{bb128262, 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#TT124332"} @inproceedings{bb128263, AUTHOR = "Chen, D.S. and Hu, J. and Tan, V.J. and Wei, X.M. and Wu, E.", TITLE = "Elastic Aggregation for Federated Optimization", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "12187-12197", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124333"} @inproceedings{bb128264, 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#TT124334"} @inproceedings{bb128265, 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#TT124335"} @inproceedings{bb128266, AUTHOR = "Duan, J.H. and Li, W.Z. and Zou, D. and Li, R. and Lu, S.", TITLE = "Federated Learning with Data-Agnostic Distribution Fusion", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "8074-8083", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124336"} @inproceedings{bb128267, 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#TT124337"} @inproceedings{bb128268, 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#TT124338"} @inproceedings{bb128269, 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#TT124339"} @inproceedings{bb128270, 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", 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"http://www.visionbib.com/bibliography/pattern608fe4.html#TT124343"} @inproceedings{bb128274, 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#TT124344"} @inproceedings{bb128275, AUTHOR = "Quan, P. and Lee, W.H. and Srivatsa, M. and Srivastava, M.", TITLE = "Enhancing Robustness in Federated Learning by Supervised Anomaly Detection", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "996-1003", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124345"} @inproceedings{bb128276, 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#TT124346"} @inproceedings{bb128277, 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#TT124347"} @inproceedings{bb128278, 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#TT124348"} @inproceedings{bb128279, 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#TT124349"} @inproceedings{bb128280, 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#TT124350"} @inproceedings{bb128281, 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#TT124351"} @inproceedings{bb128282, 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#TT124352"} @inproceedings{bb128283, 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#TT124353"} @inproceedings{bb128284, 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#TT124354"} @inproceedings{bb128285, AUTHOR = "Fang, X.W. and Ye, M.", TITLE = "Robust Federated Learning with Noisy and Heterogeneous Clients", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10062-10071", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124355"} @inproceedings{bb128286, AUTHOR = "Li, X.C. and Xu, Y.C. and Song, S.M. and Li, B.S. and Li, Y.C. and Shao, Y.F. and Zhan, D.C.", TITLE = "Federated Learning with Position-Aware Neurons", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10072-10081", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124356"} @inproceedings{bb128287, AUTHOR = "Ma, X.S. and Zhang, J. and Guo, S. and Xu, W.C.", TITLE = "Layer-wised Model Aggregation for Personalized Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10082-10091", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124357"} @inproceedings{bb128288, AUTHOR = "Tang, M. and Ning, X.F. and Wang, Y. and Sun, J.W. and Wang, Y. and Li, H. and Chen, Y.", TITLE = "FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10092-10101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124358"} @inproceedings{bb128289, AUTHOR = "Gao, L. and Fu, H.Z. and Li, L. and Chen, Y. and Xu, M. and Xu, C.Z.", TITLE = "FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10102-10111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124359"} @inproceedings{bb128290, AUTHOR = "Cheng, A. and Wang, P.S. and Zhang, X.S. and Cheng, J.", TITLE = "Differentially Private Federated Learning with Local Regularization and Sparsification", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10112-10121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124360"} @inproceedings{bb128291, AUTHOR = "Li, Z. and Zhang, J.X. and Liu, L.Y. and Liu, J.", TITLE = "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10122-10132", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124361"} @inproceedings{bb128292, AUTHOR = "Huang, W.K. and Ye, M. and Du, B.", TITLE = "Learn from Others and Be Yourself in Heterogeneous Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10133-10143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124362"} @inproceedings{bb128293, 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#TT124363"} @inproceedings{bb128294, AUTHOR = "Xu, J.Y. and Chen, Z. and Quek, T.Q.S. and Chong, K.F.E.", TITLE = "FedCorr: Multi-Stage Federated Learning for Label Noise Correction", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10174-10183", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124364"} @inproceedings{bb128295, AUTHOR = "Zhang, J.Y. and Chen, Y.R. and Li, H.", TITLE = "Privacy Leakage of Adversarial Training Models in Federated Learning Systems", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "107-113", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124365"} @inproceedings{bb128296, 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#TT124366"} @inproceedings{bb128297, 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#TT124367"} @inproceedings{bb128298, AUTHOR = "Qu, L.Q. and Zhou, Y.Y. and Liang, P.P. and Xia, Y.D. and Wang, F.F. and Adeli, E. and Fei Fei, L. and Rubin, D.", TITLE = "Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10051-10061", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124368"} @article{bb128299, AUTHOR = "Yan, R. and Qu, L.Q. and Wei, Q.Y. and Huang, S.C. and Shen, L. and Rubin, D.L. and Xing, L. and Zhou, Y.", TITLE = "Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging", JOURNAL = MedImg, VOLUME = "42", YEAR = "2023", NUMBER = "7", MONTH = "July", PAGES = "1932-1943", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT124369"}