Generative Model

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Models that learn to generate samples resembling training data.

Full Definition

Models that learn to generate samples resembling training data.

Keywords

data distribution

Domains

Diffusion & Generative Models

Related Terms

Diffusion Model narrower than

Generative model that learns to reverse a gradual noise process.

 Machine Learning narrower than

A subfield of AI where models learn patterns from data to make predictions or decisions, improving with experience ra...

 Variational Autoencoder narrower than

Autoencoder using probabilistic latent variables and KL regularization.

 Diffusion Model related to

Generative model that learns to reverse a gradual noise process.

 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.

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