GAN

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Two-network setup where generator fools a discriminator.

Full Definition

Two-network setup where generator fools a discriminator.

Keywords

generator discriminator

Domains

Diffusion & Generative Models

Related Terms

Mode Collapse related to

Generator produces limited variety of outputs.

 Flow-Based Model related to

Exact likelihood generative models using invertible transforms.

 Noise Schedule related to

Controls amount of noise added at each diffusion step.

 Latent Diffusion related to

Diffusion performed in latent space for efficiency.

 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.

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