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Denoising Diffusion Probabilistic Models

Ho et al.2020

GenerativeVisionDiffusion

Resumen

This paper demonstrated that diffusion models could generate high-quality images by reversing a gradual noising process. It established the theoretical and practical groundwork for the current generation of image synthesis systems.

Por Qué Importa

  • Superseded GANs as the primary image generation approach
  • Mathematical basis for modern diffusion systems
  • Achieves high fidelity and diversity in generation

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