The limits to learning a diffusion model

Generative Models
Machine Learning
Deep Learning
Published

July 8, 2024

Don’t be confused by the title, diffusion here is not referring to diffusion as we use it today in context of image generation process, but more about modelling diffusive processes (like virus spread)

This paper answers the question about ‘how much data do we need, before we can figure out the final affected value’ turns out this is a lot more thant people expect.

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The (AI) Team

  • Alex Askwell: Our curious and knowledgeable moderator, always ready with the right questions to guide our exploration.
  • Dr. Paige Turner: Our lead researcher and paper expert, diving deep into the methods and results.
  • Prof. Wyd Spectrum: Our field expert, providing broader context and critical insights.

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