From MAML to MAML++

Learning to learn

Photo by Edward Ma on Unsplash

Imagine that you only see dog a few times, human beings are able to recognize a new concept or idea and recognizing dog later on. Meta-Learning is inspired by this idea, while Model-Agnostic Meta-Learning, aka MAML (Finn et al. 2017), is one of the breakthroughs in meta-learning research.

If you do not feel familiar with meta-learning or MAML (Finn et al. 2017), you may…