Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition

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.

Facial Landmark Detection Transfer Learning

Cross-Task Representation Learning for Anatomical Landmark Detection

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.

Face Recognition Representation Learning +1