aka feature extraction

Machine learning applied to Feature selection

Often uses Unsupervised learning, and in particular Generative models.

GANs for feature learning

Learning Features by Watching Objects Move

Very related to Dimensionality reduction

node2vec: Scalable Feature Learning for Networks

Feature Learning in Multi-Layer Networks