Score-Based Model

Controls amount of noise added at each diffusion step.

Diffusion performed in latent space for efficiency.

Model that compresses input into latent space and reconstructs it.

Autoencoder using probabilistic latent variables and KL regularization.

Models that learn to generate samples resembling training data.

Generative model that learns to reverse a gradual noise process.

Diffusion model trained to remove noise step by step.