no code implementations • 12 Sep 2021 • Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble
This imaging application is characterized by large variations in data appearance and limited availability of labeled data.
no code implementations • 28 Sep 2020 • Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble
The main idea of the proposed method is to retain the feature representations of the source model on the target task data, and to leverage them as an additional source of supervisory signals for regularizing the target model learning, thereby improving its performance under limited training samples.