GLOSSARY TERM
What is Variational Autoencoder?
A generative framework regularizing the latent space to allow continuous sampling.
VAEs enforce a probabilistic constraint on the encoder's output, ensuring the latent space is organized as a continuous Gaussian distribution. This mathematical structuring allows the decoder to generate highly smooth, novel data interpolations.
Probabilistic Generation
Design complex probabilistic models leveraging M1 latent space manipulation.