Seeded transfer learning for regression problems with deep learning

作者：

Highlights：

• A new method for transfer learning is proposed.

• Handles very limited training sample availability.

• Use seeding technique to enhance performance.

摘要

•A new method for transfer learning is proposed.•Handles very limited training sample availability.•Use seeding technique to enhance performance.

论文关键词：Transfer learning,Domain adaptation

论文评审过程：Received 25 May 2018, Revised 24 August 2018, Accepted 24 August 2018, Available online 27 August 2018, Version of Record 5 September 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.08.041