Blog
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- The Role of the Normal Distribution in Diffusion-Based Generative Models Jul 20, 2026
Diffusion models destroy images with Gaussian noise and learn to undo it. But why Gaussian and not uniform, or Laplace? A first-principles answer, derived from the convolution integral up to the DDPM closed form.