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Relaxed Contrastive Learning for Federated Learning

Relaxed Contrastive Learning for Federated Learning

10 January 2024
Seonguk Seo
Jinkyu Kim
Geeho Kim
Bohyung Han
    FedML
ArXivPDFHTML

Papers citing "Relaxed Contrastive Learning for Federated Learning"

5 / 5 papers shown
Title
Robust Asymmetric Heterogeneous Federated Learning with Corrupted Clients
Xiuwen Fang
Mang Ye
Bo Du
FedML
66
1
0
12 Mar 2025
Towards Understanding and Mitigating Dimensional Collapse in
  Heterogeneous Federated Learning
Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning
Yujun Shi
Jian Liang
Wenqing Zhang
Vincent Y. F. Tan
Song Bai
FedML
69
55
0
01 Oct 2022
FedBR: Improving Federated Learning on Heterogeneous Data via Local
  Learning Bias Reduction
FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction
Yongxin Guo
Xiaoying Tang
Tao R. Lin
FedML
49
27
0
26 May 2022
FedProc: Prototypical Contrastive Federated Learning on Non-IID data
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
FedPAQ: A Communication-Efficient Federated Learning Method with
  Periodic Averaging and Quantization
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
Amirhossein Reisizadeh
Aryan Mokhtari
Hamed Hassani
Ali Jadbabaie
Ramtin Pedarsani
FedML
157
756
0
28 Sep 2019
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