Diffusion Model Advanced

Diffusion Model

Advanced

Generative model that learns to reverse a gradual noise process.

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Definition

Full Definition

Generative model that learns to reverse a gradual noise process.

Keywords

denoising

Domains

Diffusion & Generative Models

Related Terms

Generative Model narrower than

Models that learn to generate samples resembling training data.

 Denoising Diffusion Probabilistic Model related to

Diffusion model trained to remove noise step by step.

 Score-Based Model related to

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

 Noise Schedule related to

Controls amount of noise added at each diffusion step.

 Latent Diffusion related to

Diffusion performed in latent space for efficiency.

 Generative Model related to

Models that learn to generate samples resembling training data.

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