CCFC: Bridging Federated Clustering and Contrastive Learning

12 January 2024

Papers citing "CCFC: Bridging Federated Clustering and Contrastive Learning"

7 / 7 papers shown

Title
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 24 9 0 05 Mar 2024
CCFC++: Enhancing Federated Clustering through Feature Decorrelation Jie Yan Jing Liu Yi-Zi Ning Zhonghan Zhang FedML 16 2 0 20 Feb 2024
Federated clustering with GAN-based data synthesis Jie Yan Jing Liu Jianpeng Qi Zhonghan Zhang FedML 24 7 0 29 Oct 2022
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions Sheng Zhou Hongjia Xu Zhuonan Zheng Jiawei Chen Zhao Li Jiajun Bu Jia Wu Xin Eric Wang Wenwu Zhu Martin Ester 11 91 0 15 Jun 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 124 339 0 21 May 2022
FedProc: Prototypical Contrastive Federated Learning on Non-IID data Xutong Mu Yulong Shen Ke Cheng Xueli Geng Jiaxuan Fu Tao Zhang Zhiwei Zhang FedML 33 161 0 25 Sep 2021
FedProto: Federated Prototype Learning across Heterogeneous Clients Yue Tan Guodong Long Lu Liu Tianyi Zhou Qinghua Lu Jing Jiang Chengqi Zhang FedML 147 287 0 01 May 2021