Flow-Based Model

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Exact likelihood generative models using invertible transforms.

Full Definition

Exact likelihood generative models using invertible transforms.

Keywords

invertible mapping

Domains

Diffusion & Generative Models

Related Terms

Autoencoder related to

Model that compresses input into latent space and reconstructs it.

 Variational Autoencoder related to

Autoencoder using probabilistic latent variables and KL regularization.

 GAN related to

Two-network setup where generator fools a discriminator.

 Mode Collapse related to

Generator produces limited variety of outputs.

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