Cluster adaptation networks for unsupervised domain adaptation

作者：

Highlights：

• A novel structure preservation framework for domain adaptation.

• A novel DA algorithm with cluster module is optimized with SGD algorithm.

• Extensive experiments validate the effectiveness and superiority of our method.

摘要

•A novel structure preservation framework for domain adaptation.•A novel DA algorithm with cluster module is optimized with SGD algorithm.•Extensive experiments validate the effectiveness and superiority of our method.

论文关键词：Domain adaptation,Deep networks,Image classification

论文评审过程：Received 5 September 2020, Revised 30 January 2021, Accepted 4 February 2021, Available online 12 February 2021, Version of Record 23 February 2021.

论文官网地址：https://doi.org/10.1016/j.imavis.2021.104137