by Michele Laurelli
A generative model that learns a probabilistic latent space representation of data.
VAEs encode data into a distribution in latent space (typically Gaussian) and decode samples back to data space. They enable controllable generation and interpolation in latent space.
Image generation
Anomaly detection
Data compression