Training Vision Transformers in Federated Learning with Limited Edge-Device Resources

Vision transformers (ViTs) demonstrate exceptional performance in numerous computer vision tasks owing to their self-attention modules. Despite improved network performance, transformers frequently require significant computational resources. The increasing need for data privacy has encouraged the d...

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Bibliographic Details
Main Authors: Jiang Tao, Zhen Gao, Zhaohui Guo
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/17/2638