no code implementations • 7 Mar 2019 • Menglei Hu, Songcan Chen
Specifically, on the one hand, DAIMC utilizes the given instance alignment information to learn a common latent feature matrix for all the views.
no code implementations • 2 Mar 2019 • Menglei Hu, Songcan Chen
Real data are often with multiple modalities or from multiple heterogeneous sources, thus forming so-called multi-view data, which receives more and more attentions in machine learning.
no code implementations • 4 Sep 2018 • Huanhuan Yu, Menglei Hu, Songcan Chen
Unsupervised domain adaptation (UDA) aims to learn the unlabeled target domain by transferring the knowledge of the labeled source domain.