Engineering

Systems engineering

Humanity

Computer science

Mechanical engineering

Physics

Single shot

Organic chemistry

Task (project management)

Optics

Political science

Artificial intelligence

Meta learning (computer science)

Chemistry

Shot (pellet)

One shot

Neurocomputing

Few-shot meta-learning has been recently reviving with expectations to mimic humanity’s fast adaption to new concepts based on prior knowledge. In this short communication, we give a concise review on recent representative methods in few-shot meta-learning, which are categorized into four branches according to their technical characteristics. We conclude this review with some vital current challenges and future prospects in few-shot meta-learning.

A concise review of recent few-shot meta-learning methods