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VisualizationsGenerative & Applied Deep Learning

Latent Diffusion

Slide the image size to see why diffusing raw pixels is slow: each pixel value is reworked 50 times. Latent diffusion uses a small compressed code instead.

numbers per image
0.79M
× 50 steps
39M
512 × 512 pixels

Diffusing directly on pixels means running a big network over millions of numbers, dozens of times, for one image. That was the bottleneck.

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