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That past work will pay off even more when you start looking into diffusion and flow-based models for generating images, videos, and sometimes text.


Breakthrough in image generation speed literally came from applying better differential equations for diffusion taken from statistical mechanics physics papers:

https://youtu.be/iv-5mZ_9CPY




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