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FedSDAF: Leveraging Source Domain Awareness for Enhanced Federated Domain Generalization

5 May 2025

Papers citing "FedSDAF: Leveraging Source Domain Awareness for Enhanced Federated Domain Generalization"

23 / 23 papers shown

Title
Federated Domain Generalization via Prompt Learning and Aggregation Shuai Gong C. Cui Chunyun Zhang Wenna Wang Xiushan Nie Lei Zhu FedML VLM 52 4 0 15 Nov 2024
FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalization Yuan Liu Shu Wang Zhe Qu Xingyu Li Shichao Kan Jianxin Wang FedML 62 3 0 23 Sep 2024
Masked Random Noise for Communication Efficient Federaetd Learning Shiwei Li Yingyi Cheng Haozhao Wang Xing Tang Shijie Xu Weihong Luo Yuhua Li Dugang Liu Xiuqiang He and Ruixuan Li FedML 79 2 0 06 Aug 2024
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models Tao Fan Guoqiang Ma Yan Kang Hanlin Gu Yuanfeng Song Lixin Fan Kai Chen Qiang Yang 94 12 0 04 Jun 2024
Single Domain Generalization for Crowd Counting Zhuoxuan Peng S.-H. Gary Chan 78 11 0 14 Mar 2024
FedClust: Optimizing Federated Learning on Non-IID Data through Weight-Driven Client Clustering Md Sirajul Islam Simin Javaherian Fei Xu Xu Yuan Li Chen Nianfeng Tzeng FedML 48 10 0 07 Mar 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Tongliang Liu Lina Yao Kun Zhang 96 3 0 18 Jan 2024
A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification Yunlong Feng Bohan Li Libo Qin Xiao Xu Wanxiang Che 46 3 0 18 Apr 2023
Learning Federated Visual Prompt in Null Space for MRI Reconstruction Chun-Mei Feng Bangjun Li Xinxing Xu Yong Liu Huazhu Fu W. Zuo FedML 99 47 0 28 Mar 2023
FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning Wang Lu Xixu Hu Jindong Wang Xingxu Xie FedML VLM 80 55 0 27 Feb 2023
Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning Shangchao Su Min Yang Bin Li Xiangyang Xue VLM FedML 89 20 0 15 Nov 2022
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer Junming Chen Meirui Jiang Qianming Dou Qifeng Chen FedML OOD 78 47 0 03 Oct 2022
PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model Tao Guo Song Guo Junxiao Wang Wenchao Xu FedML VLM LRM 68 124 0 24 Aug 2022
Prompt Vision Transformer for Domain Generalization Zangwei Zheng Xiangyu Yue Kai Wang Yang You VLM VPVLM MDE 121 54 0 18 Aug 2022
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Quande Liu Cheng Chen J. Qin Qi Dou Pheng-Ann Heng OOD FedML 176 442 0 10 Mar 2021
SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 301 459 0 17 Feb 2021
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization Jianyu Wang Qinghua Liu Hao Liang Gauri Joshi H. Vincent Poor MoMe FedML 73 1,352 0 15 Jul 2020
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 226 4,529 0 02 Feb 2019
Federated Optimization in Heterogeneous Networks Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith FedML 190 5,247 0 14 Dec 2018
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 147 1,812 0 04 Dec 2018
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 132 1,453 0 09 Oct 2017
Deep Hashing Network for Unsupervised Domain Adaptation Hemanth Venkateswara José Eusébio Shayok Chakraborty S. Panchanathan OOD 147 2,059 0 22 Jun 2017
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 414 17,615 0 17 Feb 2016