Everything you need to know about Few-Shot Learning!
https://blog.paperspace.com/few-shot-learning/

Everything you need to know about Few-Shot Learning
In this tutorial, we examine the Few-Shot Learning paradigm for deep and machine learning tasks. Readers can expect to learn what it is, different techniques, and details about use cases for Few-Shot Learning
Paperspace Blog