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Flow Matching For Generative Models From Scratch

  • Flow Matching and Diffusion Models are techniques used for generating consistent, high-resolution data.
  • Flow matching is a more general method than diffusion and holds promise for image and robot trajectory generation.
  • Both flow matching and diffusion approach data generation as the realization of a random variable.
  • Flow matching works by learning the inverse function to remove noise and generate image content.

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