Federated Learning for COVID-19 Detection with Generative Adversarial
Networks in Edge Cloud Computing

Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing

14 October 2021

Ming Ding

Aruna Seneviratne

Albert Y. Zomaya

Papers citing "Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing"

17 / 17 papers shown

Title
Asynchronous Personalized Federated Learning through Global Memorization Fan Wan Y. Li Xueqi Qiu Rui Sun L. Zhang Xingyu Miao Tianyu Zhang Haoran Duan Yang Long 34 0 0 01 Mar 2025
FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection Silin Chen Kangjian Di Yichu Xu Han-Jia Ye Wenhan Luo Ningmu Zou FedML 42 0 0 28 Feb 2025
From Challenges and Pitfalls to Recommendations and Opportunities: Implementing Federated Learning in Healthcare Ming Li Pengcheng Xu Junjie Hu Zeyu Tang Guang Yang FedML 40 1 0 15 Sep 2024
Private Collaborative Edge Inference via Over-the-Air Computation Selim F. Yilmaz Burak Hasircioglu Li Qiao Deniz Gunduz FedML 52 1 0 30 Jul 2024
A Systematic Review of Federated Generative Models Ashkan Vedadi Gargary Emiliano De Cristofaro AI4CE 36 2 0 26 May 2024
Metadata-Driven Federated Learning of Connectional Brain Templates in Non-IID Multi-Domain Scenarios Geng Chen Qingyue Wang I. Rekik 28 0 0 14 Mar 2024
Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutions Zeju Cai Jianguo Chen Yuting Fan Zibin Zheng Keqin Li 39 4 0 01 Mar 2024
Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications Azim Akhtarshenas Mohammad Ali Vahedifar Navid Ayoobi B. Maham Tohid Alizadeh Sina Ebrahimi David López-Pérez FedML 28 5 0 08 Oct 2023
FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features Zijian Li Zehong Lin Jiawei Shao Yuyi Mao Jun Zhang OOD 27 10 0 30 Aug 2023
Feature Matching Data Synthesis for Non-IID Federated Learning Zijian Li Yuchang Sun Jiawei Shao Yuyi Mao Jessie Hui Wang Jun Zhang 26 20 0 09 Aug 2023
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency Jiawei Shao Zijian Li Wenqiang Sun Tailin Zhou Yuchang Sun Lumin Liu Zehong Lin Yuyi Mao Jun Zhang FedML 40 23 0 20 Jul 2023
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing Jiawei Shao Yuchang Sun Songze Li Jun Zhang OOD 27 37 0 06 Oct 2022
A Two-Stage Federated Transfer Learning Framework in Medical Images Classification on Limited Data: A COVID-19 Case Study Alex Zhang Naomi Fengqi Li OOD FedML 24 4 0 24 Mar 2022
Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs F. Wilhelmi Jernej Hribar Selim F. Yilmaz Emre Ozfatura Kerem Ozfatura ... Xiaoying Ye Lizhao You Yulin Shao Paolo Dini B. Bellalta 21 10 0 20 Mar 2022
Federated Learning for Cross-block Oil-water Layer Identification Bingyang Chena Xingjie Zeng Weishan Zhang 22 1 0 29 Dec 2021
Analysis and Evaluation of Synchronous and Asynchronous FLchain F. Wilhelmi L. Giupponi Paolo Dini 16 5 0 15 Dec 2021
Preventing and Controlling Epidemics through Blockchain-Assisted AI-Enabled Networks Safa Otoum Ismaeel Al Ridhawi Hussein T. Mouftah 26 19 0 25 Apr 2021