Jianzhong Cao

Instance-Level Embedding Adaptation for Few-Shot Learning

2019 · IEEE Access

Few-shot learning aims to recognize novel categories from just a few labeled instances. Existing metric learning-based approaches perform classifications by nearest neighbor search in the embedding space. The embedding function is a deep neural network …