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Image Generative Modeling

Sandbox for implementing and testing different classes of image generation models. Implementations may be simplified or incomplete to better understand core ideas and trade-offs.

Model Families

The following broad families of generative models are (or will be) explored:

  • adversarial
  • diffusion-based
  • autoregressive
  • variational
  • flow-based

Datasets

The following datasets are used:

Results

Model Training Progress Cherrypicked Samples
DCGAN
WGAN-GP coming soon... coming soon...

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Sandbox for implementing and testing models for image generation.

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