A Survey of Deep Meta-Learning

Understand

Deep neural networks can achieve great successes when presented with large data sets and sufficient computational resources.

• However, their ability to learn new concepts quickly is limited.
• Meta-learning is one approach to address this issue, by enabling the network to learn how to learn.
• The field of Deep Meta-Learning advances at great speed, but lacks a unified, in-depth overview of current techniques.