Keith Price Bibliography Bibtex Entry (ANCHOR 143300 URL http://dx.doi.org/10.1109/TMI.2024.3523378 PAGES 1931-1941 YEAR 2025 MONTH April NUMBER 4 BIBSOURCE http://www.visionbib.com/bibliography/pattern608fe4.html#TT139248 VOLUME 44 JOURNAL MedImg 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)


@article{bb143300,
        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#TT139248"}

@article{bb143301,
        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#TT139249"}

@article{bb143302,
        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#TT139250"}

@article{bb143303,
        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#TT139251"}

@article{bb143304,
        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#TT139252"}

@article{bb143305,
        AUTHOR = "Chen, Y.F. and Lin, H.Y. and Yang, Z. and Long, J.",
        TITLE = "PFedLAH: Personalized Federated Learning With Lookahead for Adaptive
Cross-Modal Hashing",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "8359-8371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139253"}

@article{bb143306,
        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#TT139254"}

@article{bb143307,
        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#TT139255"}

@article{bb143308,
        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#TT139256"}

@article{bb143309,
        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#TT139257"}

@article{bb143310,
        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#TT139258"}

@article{bb143311,
        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#TT139259"}

@article{bb143312,
        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#TT139260"}

@article{bb143313,
        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#TT139261"}

@article{bb143314,
        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#TT139262"}

@article{bb143315,
        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#TT139263"}

@article{bb143316,
        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#TT139264"}

@article{bb143317,
        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#TT139265"}

@article{bb143318,
        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#TT139266"}

@article{bb143319,
        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#TT139267"}

@inproceedings{bb143320,
        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#TT139268"}

@inproceedings{bb143321,
        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#TT139269"}

@inproceedings{bb143322,
        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#TT139270"}

@inproceedings{bb143323,
        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#TT139271"}

@inproceedings{bb143324,
        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#TT139272"}

@inproceedings{bb143325,
        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#TT139273"}

@inproceedings{bb143326,
        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#TT139274"}

@inproceedings{bb143327,
        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#TT139275"}

@inproceedings{bb143328,
        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#TT139276"}

@inproceedings{bb143329,
        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#TT139277"}

@inproceedings{bb143330,
        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#TT139278"}

@inproceedings{bb143331,
        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#TT139279"}

@inproceedings{bb143332,
        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#TT139280"}

@inproceedings{bb143333,
        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#TT139281"}

@inproceedings{bb143334,
        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#TT139282"}

@inproceedings{bb143335,
        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#TT139283"}

@inproceedings{bb143336,
        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#TT139284"}

@inproceedings{bb143337,
        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#TT139285"}

@inproceedings{bb143338,
        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#TT139286"}

@inproceedings{bb143339,
        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#TT139287"}

@inproceedings{bb143340,
        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#TT139288"}

@inproceedings{bb143341,
        AUTHOR = "Su, S.C. and Li, B. and Xue, X.Y.",
        TITLE = "Fedra: A Random Allocation Strategy for Federated Tuning to Unleash the
Power of Heterogeneous Clients",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVIII: 342-358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139289"}

@inproceedings{bb143342,
        AUTHOR = "Kastellos, A. and Psaltis, A. and Patrikakis, C.Z. and Daras, P.",
        TITLE = "Fedharm: Harmonizing Model Architectural Diversity in Federated
Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXIII: 37-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139290"}

@inproceedings{bb143343,
        AUTHOR = "Park, H. and Yun, S.",
        TITLE = "FedHide: Federated Learning by Hiding in the Neighbors",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXX: 405-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139291"}

@inproceedings{bb143344,
        AUTHOR = "Feng, H.Z. and Pang, T.Y. and Du, C. and Chen, W. and Yan, S.C. and Lin, M.",
        TITLE = "BAFFLE: A Baseline of Backpropagation-free Federated Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXV: 89-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139292"}

@inproceedings{bb143345,
        AUTHOR = "Fan, B. and Wu, C.R. and Su, X. and Hui, P.",
        TITLE = "Fedtsa: A Cluster-based Two-stage Aggregation Method for
Model-heterogeneous Federated Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIII: 370-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139293"}

@inproceedings{bb143346,
        AUTHOR = "Nakka, K.K. and Frikha, A. and Mendis, R. and Jiang, X. and Zhou, X.B.",
        TITLE = "Federated Hyperparameter Optimization through Reward-Based
Strategies: Challenges and Insights",
        BOOKTITLE = "FedVision244",
        YEAR = "2044",
        PAGES = "4236-4244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139294"}

@inproceedings{bb143347,
        AUTHOR = "Kim, G. and Kim, J. and Han, B.H.",
        TITLE = "Communication-Efficient Federated Learning with Accelerated Client
Gradient",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12385-12394",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139295"}

@inproceedings{bb143348,
        AUTHOR = "Wang, G.Q. and Liu, J.M. and Li, C.X. and Zhang, Y. and Ma, J.P. and Wei, X.Y. and Zhang, K. and Chong, M. and Zhang, R.R. and Liu, Y.J. and Zhang, S.H.",
        TITLE = "Cloud-Device Collaborative Learning for Multimodal Large Language
Models",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12646-12655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139296"}

@inproceedings{bb143349,
        AUTHOR = "Wang, Q. and Liu, B.Y. and Li, Y.W.",
        TITLE = "Traceable Federated Continual Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12872-12881",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139297"}

@inproceedings{bb143350,
        AUTHOR = "Poggi, M. and Tosi, F.",
        TITLE = "Federated Online Adaptation for Deep Stereo",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "20165-20175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139298"}

@inproceedings{bb143351,
        AUTHOR = "Liao, X.T. and Liu, W.M. and Chen, C.C. and Zhou, P.Y. and Yu, F.Y. and Zhu, H.B. and Yao, B. and Wang, T. and Zheng, X.L. and Tan, Y.C.",
        TITLE = "Rethinking the Representation in Federated Unsupervised Learning with
Non-IID Data",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "22841-22850",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139299"}

@inproceedings{bb143352,
        AUTHOR = "Liu, Y.Q. and Shi, Y.F. and Wu, B.Y. and Li, Q. and Wang, X.Q. and Shen, L.",
        TITLE = "Decentralized Directed Collaboration for Personalized Federated
Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23168-23178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139300"}

@inproceedings{bb143353,
        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#TT139301"}

@inproceedings{bb143354,
        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#TT139302"}

@inproceedings{bb143355,
        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#TT139303"}

@inproceedings{bb143356,
        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#TT139304"}

@inproceedings{bb143357,
        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#TT139305"}

@inproceedings{bb143358,
        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#TT139306"}

@inproceedings{bb143359,
        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#TT139307"}

@inproceedings{bb143360,
        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#TT139308"}

@inproceedings{bb143361,
        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#TT139309"}

@inproceedings{bb143362,
        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#TT139310"}

@inproceedings{bb143363,
        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#TT139311"}

@inproceedings{bb143364,
        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#TT139312"}

@inproceedings{bb143365,
        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#TT139313"}

@inproceedings{bb143366,
        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#TT139314"}

@inproceedings{bb143367,
        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#TT139315"}

@inproceedings{bb143368,
        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#TT139316"}

@inproceedings{bb143369,
        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#TT139317"}

@inproceedings{bb143370,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139318"}

@inproceedings{bb143371,
        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#TT139319"}

@inproceedings{bb143372,
        AUTHOR = "Yang, C. and Zhu, M. and Liu, Y.F. and Yuan, Y.X.",
        TITLE = "FedPD: Federated Open Set Recognition with Parameter Disentanglement",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4859-4868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139320"}

@inproceedings{bb143373,
        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#TT139321"}

@inproceedings{bb143374,
        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#TT139322"}

@inproceedings{bb143375,
        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#TT139323"}

@inproceedings{bb143376,
        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#TT139324"}

@inproceedings{bb143377,
        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#TT139325"}

@inproceedings{bb143378,
        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#TT139326"}

@inproceedings{bb143379,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139327"}

@inproceedings{bb143380,
        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#TT139328"}

@inproceedings{bb143381,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139329"}

@inproceedings{bb143382,
        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#TT139330"}

@inproceedings{bb143383,
        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#TT139331"}

@inproceedings{bb143384,
        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#TT139332"}

@inproceedings{bb143385,
        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#TT139333"}

@inproceedings{bb143386,
        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#TT139334"}

@inproceedings{bb143387,
        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#TT139335"}

@inproceedings{bb143388,
        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#TT139336"}

@inproceedings{bb143389,
        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#TT139337"}

@inproceedings{bb143390,
        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#TT139338"}

@inproceedings{bb143391,
        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#TT139339"}

@inproceedings{bb143392,
        AUTHOR = "Psaltis, A. and Kastellos, A. and Patrikakis, C.Z. and Daras, P.",
        TITLE = "FedLID: Self-Supervised Federated Learning for Leveraging Limited
Image Data",
        BOOKTITLE = LIMIT23,
        YEAR = "2023",
        PAGES = "1031-1040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139340"}

@inproceedings{bb143393,
        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#TT139341"}

@inproceedings{bb143394,
        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#TT139342"}

@inproceedings{bb143395,
        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#TT139343"}

@inproceedings{bb143396,
        AUTHOR = "Wang, W. and Zhang, M.W. and Wu, Z.W. and Chen, Q.X. and Li, Y.",
        TITLE = "MDFD: Study of Distributed Non-IID Scenarios and Frechet
Distance-Based Evaluation",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2300-2304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139344"}

@inproceedings{bb143397,
        AUTHOR = "Qian, P.X. and Lu, Y. and Wang, H.Z.",
        TITLE = "Long-Tailed Federated Learning Via Aggregated Meta Mapping",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2010-2014",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT139345"}

@inproceedings{bb143398,
        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#TT139346"}

@inproceedings{bb143399,
        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#TT139347"}
Last update:Jan 23, 2026 at 20:54:10