6. Deep Generative Models

Generative models learn the distribution of data to generate new samples. We will explore four major generative models:

• Generative Adversarial Network (GAN)

• Variational Autoencoder (VAE)

• Diffusion Probabilistic Model (DPM)

• Large Language Model (LLM)