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TITLE = "Decentralized Directed Collaboration for Personalized Federated
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "23168-23178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142043"}
@inproceedings{bb146101,
AUTHOR = "Tamirisa, R. and Xie, C. and Bao, W.X. and Zhou, A. and Arel, R. and Shamsian, A.",
TITLE = "FedSelect: Personalized Federated Learning with Customized Selection
of Parameters for Fine-Tuning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "23985-23994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142044"}
@inproceedings{bb146102,
AUTHOR = "Sun, P. and Liu, X.Y. and Wang, Z.B. and Liu, B.",
TITLE = "Byzantine-robust Decentralized Federated Learning via Dual-domain
Clustering and Trust Bootstrapping",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24756-24765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142045"}
@inproceedings{bb146103,
AUTHOR = "Wang, Y. and Fu, H.Z. and Kanagavelu, R. and Wei, Q.S. and Liu, Y. and Goh, R.S.M.",
TITLE = "An Aggregation-Free Federated Learning for Tackling Data
Heterogeneity",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "26223-26232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142046"}
@inproceedings{bb146104,
AUTHOR = "Deng, W.L. and Thrampoulidis, C. and Li, X.X.",
TITLE = "Unlocking the Potential of Prompt-Tuning in Bridging Generalized and
Personalized Federated Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "6087-6097",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142047"}
@inproceedings{bb146105,
AUTHOR = "Chen, H.C. and Vikalo, H.",
TITLE = "Mixed-Precision Quantization for Federated Learning on
Resource-Constrained Heterogeneous Devices",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "6138-6148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142048"}
@inproceedings{bb146106,
AUTHOR = "Chen, J.Y. and Ma, B. and Cui, H.F. and Xia, Y.",
TITLE = "Think Twice Before Selection: Federated Evidential Active Learning
for Medical Image Analysis with Domain Shifts",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11439-11449",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142049"}
@inproceedings{bb146107,
AUTHOR = "Yang, X.Y. and Huang, W.K. and Ye, M.",
TITLE = "FedAS: Bridging Inconsistency in Personalized Federated Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11986-11995",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142050"}
@inproceedings{bb146108,
AUTHOR = "Chen, Y.H. and Huang, W.K. and Ye, M.",
TITLE = "Fair Federated Learning Under Domain Skew with Local Consistency and
Domain Diversity",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12077-12086",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142051"}
@inproceedings{bb146109,
AUTHOR = "Zhang, J.Y. and Zeng, S. and Zhang, M. and Wang, R.X. and Wang, F.F. and Zhou, Y. and Liang, P.P. and Qu, L.Q.",
TITLE = "FLHetBench: Benchmarking Device and State Heterogeneity in Federated
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12098-12108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142052"}
@inproceedings{bb146110,
AUTHOR = "Seo, S. and Kim, J. and Kim, G. and Han, B.H.",
TITLE = "Relaxed Contrastive Learning for Federated Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12279-12288",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142053"}
@inproceedings{bb146111,
AUTHOR = "Fan, Q. and Shuai, L.",
TITLE = "Adaptive Hyper-graph Aggregation for Modality-Agnostic Federated
Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12312-12321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142054"}
@inproceedings{bb146112,
AUTHOR = "Lu, Y.X. and Huang, S. and Yang, Y. and Sirejiding, S. and Ding, Y. and Lu, H.T.",
TITLE = "Fedhca2: Towards Hetero-Client Federated Multi-Task Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5599-5609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142055"}
@inproceedings{bb146113,
AUTHOR = "Son, H.M. and Kim, M.H. and Chung, T.M. and Huang, C. and Liu, X.",
TITLE = "FedUV: Uniformity and Variance for Heterogeneous Federated Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5863-5872",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142056"}
@inproceedings{bb146114,
AUTHOR = "Lim, J.H. and Ha, S. and Yoon, S.W.",
TITLE = "MetaVers: Meta-Learned Versatile Representations for Personalized
Federated Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2575-2584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142057"}
@inproceedings{bb146115,
AUTHOR = "Yashwanth, M. and Nayak, G.K. and Rangwani, H. and Singh, A. and Babu, R.V. and Chakraborty, A.",
TITLE = "Minimizing Layerwise Activation Norm Improves Generalization in
Federated Learning",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "2276-2285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142058"}
@inproceedings{bb146116,
AUTHOR = "Fang, H. and Chen, B. and Wang, X. and Wang, Z. and Xia, S.T.",
TITLE = "GIFD: A Generative Gradient Inversion Method with Feature Domain
Optimization",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4944-4953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142059"}
@inproceedings{bb146117,
AUTHOR = "Zeng, Y.P. and Liu, L. and Liu, L. and Shen, L. and Liu, S.G. and Wu, B.Y.",
TITLE = "Global Balanced Experts for Federated Long-Tailed Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4792-4802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142060"}
@inproceedings{bb146118,
AUTHOR = "Chen, H. and Frikha, A. and Krompass, D. and Gu, J.D. and Tresp, V.",
TITLE = "FRAug: Tackling Federated Learning with Non-IID Features via
Representation Augmentation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4826-4836",
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@inproceedings{bb146119,
AUTHOR = "Ghodsi, Z. and Javaheripi, M. and Sheybani, N. and Zhang, X. and Huang, K. and Koushanfar, F.",
TITLE = "zPROBE: Zero Peek Robustness Checks for Federated Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4837-4847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142062"}
@inproceedings{bb146120,
AUTHOR = "Sun, G.Y. and Mendieta, M. and Luo, J. and Wu, S.D. and Chen, C.",
TITLE = "FedPerfix: Towards Partial Model Personalization of Vision
Transformers in Federated Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4965-4975",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142063"}
@inproceedings{bb146121,
AUTHOR = "Han, S. and Park, S. and Wu, F.Z. and Kim, S. and Zhu, B. and Xie, X. and Cha, M.",
TITLE = "Towards Attack-tolerant Federated Learning via Critical Parameter
Analysis",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4976-4985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142064"}
@inproceedings{bb146122,
AUTHOR = "Fang, X.W. and Ye, M. and Yang, X.Y.",
TITLE = "Robust Heterogeneous Federated Learning under Data Corruption",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "4997-5007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142065"}
@inproceedings{bb146123,
AUTHOR = "Zhou, Y.H. and Shi, M.J. and Li, Y.X. and Sun, Y. and Ye, Q. and Lv, J.C.",
TITLE = "Communication-efficient Federated Learning with Single-Step Synthetic
Features Compressor for Faster Convergence",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5008-5017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142066"}
@inproceedings{bb146124,
AUTHOR = "Zhang, J.Q. and Hua, Y. and Wang, H. and Song, T. and Xue, Z. and Ma, R. and Cao, J. and Guan, H.B.",
TITLE = "GPFL: Simultaneously Learning Global and Personalized Feature
Information for Personalized Federated Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5018-5028",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142067"}
@inproceedings{bb146125,
AUTHOR = "Vahidian, S. and Kadaveru, S. and Baek, W. and Wang, W.J. and Kungurtsev, V. and Chen, C. and Shah, M. and Lin, B.",
TITLE = "When Do Curricula Work in Federated Learning?",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5061-5071",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142068"}
@inproceedings{bb146126,
AUTHOR = "Zhang, C. and Zhang, X.M. and Sotthiwat, E. and Xu, Y.Y. and Liu, P. and Zhen, L.L. and Liu, Y.",
TITLE = "Generative Gradient Inversion via Over-Parameterized Networks in
Federated Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5103-5112",
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@inproceedings{bb146127,
AUTHOR = "Sun, J.W. and Xu, Z.Y. and Yang, D. and Nath, V. and Li, W.Q. and Zhao, C. and Xu, D. and Chen, Y.R. and Roth, H.R.",
TITLE = "Communication-Efficient Vertical Federated Learning with Limited
Overlapping Samples",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5180-5189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142070"}
@inproceedings{bb146128,
AUTHOR = "Kim, H. and Kwak, Y. and Jung, M.Y. and Shin, J.H. and Kim, Y.S. and Kim, C.",
TITLE = "ProtoFL: Unsupervised Federated Learning via Prototypical
Distillation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "6447-6456",
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@inproceedings{bb146129,
AUTHOR = "Ur Rehman, Y.A. and Gao, Y. and de Gusmao, P.P.B. and Alibeigi, M. and Shen, J.J. and Lane, N.D.",
TITLE = "L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated
Self-Supervised Visual Representation Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16418-16427",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142072"}
@inproceedings{bb146130,
AUTHOR = "Chen, R. and Wan, Q.Y. and Prakash, P. and Zhang, L. and Yuan, X. and Gong, Y.M. and Fu, X. and Pan, M.",
TITLE = "Workie-Talkie: Accelerating Federated Learning by Overlapping
Computing and Communications via Contrastive Regularization",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16953-16963",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142073"}
@inproceedings{bb146131,
AUTHOR = "Cho, Y.J. and Joshi, G. and Dimitriadis, D.",
TITLE = "Local or Global: Selective Knowledge Assimilation for Federated
Learning with Limited Labels",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17041-17050",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142074"}
@inproceedings{bb146132,
AUTHOR = "Yang, F.E. and Wang, C.Y. and Wang, Y.C.A.F.",
TITLE = "Efficient Model Personalization in Federated Learning via
Client-Specific Prompt Generation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19102-19111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142075"}
@inproceedings{bb146133,
AUTHOR = "Xia, H.F. and Li, K. and Ding, Z.M.",
TITLE = "Personalized Semantics Excitation for Federated Image Classification",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19244-19253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142076"}
@inproceedings{bb146134,
AUTHOR = "Wu, X.H. and Liu, X.F. and Niu, J.W. and Zhu, G.G. and Tang, S.J.",
TITLE = "Bold but Cautious: Unlocking the Potential of Personalized Federated
Learning through Cautiously Aggressive Collaboration",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19318-19327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142077"}
@inproceedings{bb146135,
AUTHOR = "Hu, E. and Tang, Y.X. and Kyrillidis, A. and Jermaine, C.",
TITLE = "Federated Learning Over Images: Vertical Decompositions and
Pre-Trained Backbones Are Difficult to Beat",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19328-19339",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142078"}
@inproceedings{bb146136,
AUTHOR = "Do, T. and Nguyen, B.X. and Pham, V. and Tran, T. and Tjiputra, E. and Tran, Q.D. and Nguyen, A.",
TITLE = "Reducing Training Time in Cross-Silo Federated Learning using
Multigraph Topology",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19352-19362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142079"}
@inproceedings{bb146137,
AUTHOR = "Feng, C.M. and Yu, K. and Liu, N. and Xu, X.X. and Khan, S. and Zuo, W.M.",
TITLE = "Towards Instance-adaptive Inference for Federated Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "23230-23239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142080"}
@inproceedings{bb146138,
AUTHOR = "Zhuang, W.M. and Wen, Y.G. and Lyu, L.J. and Zhang, S.",
TITLE = "MAS: Towards Resource-Efficient Federated Multiple-Task Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "23357-23367",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142081"}
@inproceedings{bb146139,
AUTHOR = "Psaltis, A. and Kastellos, A. and Patrikakis, C.Z. and Daras, P.",
TITLE = "FedLID: Self-Supervised Federated Learning for Leveraging Limited
Image Data",
BOOKTITLE = LIMIT23,
YEAR = "2023",
PAGES = "1031-1040",
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@inproceedings{bb146140,
AUTHOR = "Caldarola, D. and Caputo, B. and Ciccone, M.",
TITLE = "Window-based Model Averaging Improves Generalization in Heterogeneous
Federated Learning",
BOOKTITLE = WiCV-ICCV23,
YEAR = "2023",
PAGES = "2255-2263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142083"}
@inproceedings{bb146141,
AUTHOR = "Pennisi, M. and Salanitri, F.P. and Bellitto, G. and Spampinato, C. and Palazzo, S. and Casella, B. and Aldinucci, M.",
TITLE = "Experience Replay as an Effective Strategy for Optimizing
Decentralized Federated Learning",
BOOKTITLE = VCL23,
YEAR = "2023",
PAGES = "3368-3375",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142084"}
@inproceedings{bb146142,
AUTHOR = "Luo, J. and Mendieta, M. and Chen, C. and Wu, S.D.",
TITLE = "PGFed: Personalize Each Client's Global Objective for Federated
Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "3923-3933",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142085"}
@inproceedings{bb146143,
AUTHOR = "Wang, W. and Zhang, M.W. and Wu, Z.W. and Chen, Q.X. and Li, Y.",
TITLE = "MDFD: Study of Distributed Non-IID Scenarios and Frechet
Distance-Based Evaluation",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2300-2304",
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@inproceedings{bb146144,
AUTHOR = "Qian, P.X. and Lu, Y. and Wang, H.Z.",
TITLE = "Long-Tailed Federated Learning Via Aggregated Meta Mapping",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2010-2014",
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@inproceedings{bb146145,
AUTHOR = "Lee, Y.J. and Park, S. and Kang, J.",
TITLE = "Fast-Convergent Federated Learning via Cyclic Aggregation",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2175-2179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142088"}
@inproceedings{bb146146,
AUTHOR = "Gao, T.R. and Liu, X.H. and Yang, Y.N. and Wang, G.Y.",
TITLE = "FEDMBP: Multi-Branch Prototype Federated Learning on Heterogeneous
Data",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "2180-2184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142089"}
@inproceedings{bb146147,
AUTHOR = "Pi, R.J. and Zhang, W.Z. and Xie, Y.Q. and Gao, J.H. and Wang, X.Y. and Kim, S. and Chen, Q.F.",
TITLE = "DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12177-12186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142090"}
@inproceedings{bb146148,
AUTHOR = "Zhang, T. and Gao, L. and Lee, S. and Zhang, M. and Avestimehr, S.",
TITLE = "TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with
Adaptive Partial Training",
BOOKTITLE = FedVision23,
YEAR = "2023",
PAGES = "5064-5073",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142091"}
@inproceedings{bb146149,
AUTHOR = "Ovi, P.R. and Dey, E. and Roy, N. and Gangopadhyay, A.",
TITLE = "Mixed Quantization Enabled Federated Learning to Tackle Gradient
Inversion Attacks",
BOOKTITLE = FedVision23,
YEAR = "2023",
PAGES = "5046-5054",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142092"}
@inproceedings{bb146150,
AUTHOR = "Cai, R. and Chen, X.H. and Liu, S.W. and Srinivasa, J. and Lee, M.J. and Kompella, R. and Wang, Z.Y.",
TITLE = "Many-Task Federated Learning: A New Problem Setting and A Simple
Baseline",
BOOKTITLE = FedVision23,
YEAR = "2023",
PAGES = "5037-5045",
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@inproceedings{bb146151,
AUTHOR = "Chen, D.S. and Tan, V.J.K. and Lu, Z.L. and Wu, E. and Hu, J.",
TITLE = "OpenFed: A Comprehensive and Versatile Open-Source Federated Learning
Framework",
BOOKTITLE = FedVision23,
YEAR = "2023",
PAGES = "5018-5026",
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@inproceedings{bb146152,
AUTHOR = "Chen, H. and Vikalo, H.",
TITLE = "Federated Learning in Non-IID Settings Aided by Differentially
Private Synthetic Data",
BOOKTITLE = FedVision23,
YEAR = "2023",
PAGES = "5027-5036",
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@inproceedings{bb146153,
AUTHOR = "Shi, Y.F. and Liu, Y.Q. and Wei, K. and Shen, L. and Wang, X.Q. and Tao, D.C.",
TITLE = "Make Landscape Flatter in Differentially Private Federated Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
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@inproceedings{bb146154,
AUTHOR = "Zhu, J. and Ma, X.C. and Blaschko, M.B.",
TITLE = "Confidence-Aware Personalized Federated Learning via Variational
Expectation Maximization",
BOOKTITLE = CVPR23,
YEAR = "2023",
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@inproceedings{bb146155,
AUTHOR = "Ilhan, F. and Su, G. and Liu, L.",
TITLE = "ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous
Clients",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24532-24541",
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@inproceedings{bb146156,
AUTHOR = "Liao, D.P. and Gao, X.T. and Zhao, Y.R. and Xu, C.Z.",
TITLE = "Adaptive Channel Sparsity for Federated Learning under System
Heterogeneity",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "20432-20441",
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@inproceedings{bb146157,
AUTHOR = "Xu, Y.Y. and Lin, C.S. and Wang, Y.C.A.F.",
TITLE = "Bias-Eliminating Augmentation Learning for Debiased Federated
Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "20442-20452",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142100"}
@inproceedings{bb146158,
AUTHOR = "Wang, H.Z. and Li, Y.C. and Xu, W.C. and Li, R.X. and Zhan, Y.F. and Zeng, Z.G.",
TITLE = "DaFKD: Domain-aware Federated Knowledge Distillation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "20412-20421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142101"}
@inproceedings{bb146159,
AUTHOR = "Qin, Z.X. and Yang, L. and Wang, Q.L. and Han, Y. and Hu, Q.H.",
TITLE = "Reliable and Interpretable Personalized Federated Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
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@inproceedings{bb146160,
AUTHOR = "Chow, K.H. and Liu, L. and Wei, W.Q. and Ilhan, F. and Wu, Y.Z.",
TITLE = "STDLens: Model Hijacking-Resilient Federated Learning for Object
Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16343-16351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142103"}
@inproceedings{bb146161,
AUTHOR = "Xiong, Y.H. and Wang, R. and Cheng, M. and Yu, F. and Hsieh, C.J.",
TITLE = "FedDM: Iterative Distribution Matching for Communication-Efficient
Federated Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16323-16332",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142104"}
@inproceedings{bb146162,
AUTHOR = "Huang, W.K. and Ye, M. and Shi, Z.K. and Li, H. and Du, B.",
TITLE = "Rethinking Federated Learning with Domain Shift: A Prototype View",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16312-16322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142105"}
@inproceedings{bb146163,
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#TT142106"}
@inproceedings{bb146164,
AUTHOR = "Chen, D.S. and Hu, J. and Tan, V.J.K. and Wei, X.M. and Wu, E.",
TITLE = "Elastic Aggregation for Federated Optimization",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "12187-12197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142107"}
@inproceedings{bb146165,
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#TT142108"}
@inproceedings{bb146166,
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#TT142109"}
@inproceedings{bb146167,
AUTHOR = "Duan, J.H. and Li, W.Z. and Zou, D. and Li, R.C. and Lu, S.",
TITLE = "Federated Learning with Data-Agnostic Distribution Fusion",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "8074-8083",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142110"}
@inproceedings{bb146168,
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#TT142111"}
@inproceedings{bb146169,
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#TT142112"}
@inproceedings{bb146170,
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#TT142113"}
@inproceedings{bb146171,
AUTHOR = "Zhang, R.P. and Xu, Q. and Yao, J.C. and Zhang, Y. and Tian, Q. and Wang, Y.F.",
TITLE = "Federated Domain Generalization with Generalization Adjustment",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3954-3963",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142114"}
@inproceedings{bb146172,
AUTHOR = "Luo, K.Y. and Li, X. and Lan, Y.S. and Gao, M.",
TITLE = "GradMA: A Gradient-Memory-based Accelerated Federated Learning with
Alleviated Catastrophic Forgetting",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3708-3717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142115"}
@inproceedings{bb146173,
AUTHOR = "Li, Y.L. and Sani, A.S. and Yuan, D. and Bao, W.",
TITLE = "Enhancing Federated Learning Robustness Through Clustering Non-iid
Features",
BOOKTITLE = "ACCVWS22",
YEAR = "2022",
PAGES = "45-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142116"}
@inproceedings{bb146174,
AUTHOR = "Jain, S. and Jerripothula, K.R.",
TITLE = "Federated Learning for Commercial Image Sources",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "6523-6532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142117"}
@inproceedings{bb146175,
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#TT142118"}
@inproceedings{bb146176,
AUTHOR = "Quan, P.R. and Lee, W.H. and Srivatsa, M. and Srivastava, M.",
TITLE = "Enhancing Robustness in Federated Learning by Supervised Anomaly
Detection",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "996-1003",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142119"}
@inproceedings{bb146177,
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#TT142120"}
@inproceedings{bb146178,
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#TT142121"}
@inproceedings{bb146179,
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#TT142122"}
@inproceedings{bb146180,
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#TT142123"}
@inproceedings{bb146181,
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#TT142124"}
@inproceedings{bb146182,
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#TT142125"}
@inproceedings{bb146183,
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#TT142126"}
@inproceedings{bb146184,
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#TT142127"}
@inproceedings{bb146185,
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#TT142128"}
@inproceedings{bb146186,
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#TT142129"}
@inproceedings{bb146187,
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#TT142130"}
@inproceedings{bb146188,
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#TT142131"}
@inproceedings{bb146189,
AUTHOR = "Zhang, L. and Luo, Y. and Bai, Y. and Du, B. and Duan, L.Y.",
TITLE = "Federated Learning for Non-IID Data via Unified Feature Learning and
Optimization Objective Alignment",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "4400-4408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142132"}
@inproceedings{bb146190,
AUTHOR = "Yao, C.H. and Gong, B.Q. and Qi, H. and Cui, Y. and Zhu, Y.K. and Yang, M.H.",
TITLE = "Federated Multi-Target Domain Adaptation",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1081-1090",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142133"}
@inproceedings{bb146191,
AUTHOR = "Li, Q.B. and He, B.S. and Song, D.",
TITLE = "Model-Contrastive Federated Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10708-10717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142134"}
@inproceedings{bb146192,
AUTHOR = "Caldarola, D. and Mancini, M. and Galasso, F. and Ciccone, M. and Rodola, E. and Caputo, B.",
TITLE = "Cluster-driven Graph Federated Learning over Multiple Domains",
BOOKTITLE = LLID21,
YEAR = "2021",
PAGES = "2743-2752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142135"}
@inproceedings{bb146193,
AUTHOR = "Hao, W. and El Khamy, M. and Lee, J. and Zhang, J.Y. and Liang, K.J. and Chen, C.Y. and Carin, L.",
TITLE = "Towards Fair Federated Learning with Zero-Shot Data Augmentation",
BOOKTITLE = TCV21,
YEAR = "2021",
PAGES = "3305-3314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142136"}
@inproceedings{bb146194,
AUTHOR = "Michieli, U. and Ozay, M.",
TITLE = "Are All Users Treated Fairly in Federated Learning Systems?",
BOOKTITLE = RCV21,
YEAR = "2021",
PAGES = "2318-2322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142137"}
@inproceedings{bb146195,
AUTHOR = "Zhu, Z. and Sun, L.F.",
TITLE = "Initialize with Mask: For More Efficient Federated Learning",
BOOKTITLE = MMMod21,
YEAR = "2021",
PAGES = "II:111-120",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142138"}
@inproceedings{bb146196,
AUTHOR = "Yao, X. and Sun, L.",
TITLE = "Continual Local Training For Better Initialization Of Federated
Models",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1736-1740",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142139"}
@inproceedings{bb146197,
AUTHOR = "Kathariya, B. and Li, L. and Li, Z. and Duan, L.Y. and Liu, S.",
TITLE = "Network Update Compression for Federated Learning",
BOOKTITLE = VCIP20,
YEAR = "2020",
PAGES = "38-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142140"}
@inproceedings{bb146198,
AUTHOR = "Yao, X. and Huang, T. and Wu, C. and Zhang, R. and Sun, L.",
TITLE = "Towards Faster and Better Federated Learning:
A Feature Fusion Approach",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "175-179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT142141"}
@article{bb146199,
AUTHOR = "Yu, Z.X. and Hu, J. and Min, G. and Zhao, Z.W. and Miao, W. and Hossain, M.S.",
TITLE = "Mobility-Aware Proactive Edge Caching for Connected Vehicles Using
Federated Learning",
JOURNAL = ITS,
VOLUME = "22",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "5341-5351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fepr5.html#TT142142"}
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