BriefGPT.xyz
Mar, 2018
利用重要性权重对抗网络进行部分领域适应
Importance Weighted Adversarial Nets for Partial Domain Adaptation
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Jing Zhang, Zewei Ding, Wanqing Li, Philip Ogunbona
TL;DR
本文提出了一种基于重要性加权的对抗网络方法，用于无监督域自适应，特别适用于目标域比源域类别少的部分域适应。该方法可以克服现有域适应方法中假定标签空间相同的局限，并减少域之间共享类的变化。
Abstract
This paper proposes an importance weighted
adversarial nets
-based method for
unsupervised domain adaptation
, specific for
partial domain adaptati
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