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CompVis

CompVis is a research group focusing on computer vision and deep learning.
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Company models

  • Latent Diffusion by CompVis is a text to image method that runs the diffusion process in a compressed latent space for speed and quality. A VAE encodes and decodes images, a U Net denoiser operates on latents, and a text encoder guides generation. It enables fast synthesis, image to image, and inpainting on modest hardware.
    Image
    Released 3y ago
  • Taming Transformers is a method for high-resolution image synthesis that compresses images into discrete tokens with a VQ-style autoencoder, then trains a Transformer to model those tokens. This makes large images practical to generate with good fidelity and control.
    Image
    Released 5y ago
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