Autoencoder

Two Neural Nets working side-by-side. Often used for denoising and data compression. Can also be used as a Generative Model when adding Noise

Process

1. One neural network Encodes data to convert into Latent Space
2. One neural network to Decode data.

Types

• Sparse Autoencoder
• VAEs

Concepts

• Latent Space