Disentanglement then reconstruction: Unsupervised domain adaptation by twice distribution alignments

Lihua Zhou, Mao Ye, Xinpeng Li, Ce Zhu, Yiguang Liu, Xue Li

Abstract: Highlights•Our method can use domain invariant features and domain specific features very well.•By learning more compact features, domain distributions will be aligned again.•The experiments on public datasets are conducted and the proposed method works well.•Thorough analysis experiments also illustrates the advantages of our method.