Denoising Diffusion Probabilistic Model

Learns the score (∇ log p(x)) for generative sampling.

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.

Models that learn to generate samples resembling training data.

Generative model that learns to reverse a gradual noise process.