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Latent diffusers revolutionized the generative AI and inspired creative art.
When denoising the latent, the predicted original image at each step
collectively animates the formation. However, the animation is limited by the
denoising nature of the diffuser, and only renders a sharpening process. This
work presents Latent Painter, which uses the latent as the canvas, and the
diffuser predictions as the plan, to generate painting animation. Latent
Painter also transits one generated image to another, which can happen between
images from two different sets of checkpoints.

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