Models and training

Latent space

stable definition

Definition

A latent space is an internal representational space in which learned coordinates encode useful factors or regularities in data.

Distinguish it from nearby terms

An embedding is a particular vector representation; latent space refers to the broader learned space those representations inhabit.

Check your understanding

Test whether nearby points produce meaningfully related examples and whether directions have stable interpretations.