Image Diffusion Models Exhibit Emergent Temporal Propagation in Videos

Re:Image Diffusion Models Exhibit Emergent Temporal Propagat... by jacquesm on Wednesday November 26, 2025 @07:25AM (#46056752)

There is a massive amount of pre-processing already done in the retina itself and in the LGN:

https://en.wikipedia.org/wiki/Lateral_geniculate_nucleus

So the brain does not necessarily receive 'raw' images to process to begin with, there is already a lot of high level data extracted at that point such as optical flow to detect moving objects.

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Re:Image Diffusion Models Exhibit Emergent Temporal Propagat... by Mkengin on Wednesday November 26, 2025 @08:05AM (#46057003)

Interesting. So similar to the vision encoder + projector in VLMs?

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Re:Image Diffusion Models Exhibit Emergent Temporal Propagat... by DrierCycle on Wednesday November 26, 2025 @08:34AM (#46057247)

And the occipital is developed around extraordinary levels of image separation, broken down into tiny areas of the input, scattered and woven for details of motion, gradient, contrast, etc.

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