Jianzhong Cao

Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning

Few-shot learning aims to learn latent patterns from few training examples and has shown promises in practice. However, directly calculating the distances between the query image and support image in existing methods may cause ambiguity because dominant objects can locate anywhere on images. To addr…