Zhizheng Zhang

Uncertainty-Aware Few-Shot Image Classification

2020 · arXiv (Cornell University)

Few-shot image classification learns to recognize new categories from limited labelled data. Metric learning based approaches have been widely investigated, where a query sample is classified by finding the nearest prototype from the support set …