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Mar, 2024
通过高斯混合模型进行域适应的最优输运
Optimal Transport for Domain Adaptation through Gaussian Mixture Models
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Eduardo Fernandes Montesuma, Fred Maurice Ngolè Mboula, Antoine Souloumiac
TL;DR
通过最优传输探索领域适应的研究，提出了一种新颖的方法，通过高斯混合模型对数据分布进行建模，从而解决连续最优传输问题。实验结果表明该方法在故障诊断的领域适应基准上具有最先进的性能。
Abstract
In this paper we explore
domain adaptation
through
optimal transport
. We propose a novel approach, where we model the
data distributions
t
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