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Apr, 2024
FMDA-OT:通过最优传输进行联邦多源域适应
FMDA-OT: Federated Multi-source Domain Adaptation Through Optimal Transport
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Omar Ghannou, Younès Bennani
TL;DR
通过多源领域自适应的合作性框架,使用最优传输分别进行源领域自适应和目标领域自适应,并利用中央化联合学习架构协同多个源的模型,解决领域自适应中的数据隐私问题。
Abstract
multi-source domain adaptation
(MDA) aims to adapt models trained on multiple labeled source domains to an unlabeled target domain. In this paper, we introduce our approach as a
collaborative mda framework
, which
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