Learning Embedding Adaptation for Few-Shot Learning

Preprint English OPEN
Ye, Han-Jia; Hu, Hexiang; Zhan, De-Chuan; Sha, Fei;
  • Subject: Computer Science - Computer Vision and Pattern Recognition | Computer Science - Machine Learning

Learning with limited data is a key challenge for visual recognition. Few-shot learning methods address this challenge by learning an instance embedding function from seen classes and apply the function to instances from unseen classes with limited labels. This style of... View more