Diffusion-based LLMs (dLLMs ... letters or words to tokens as an analog for pixels. The result was a model that used masks as an analog for noise to slowly erase tokens until there was nothing ...

Stable Diffusion is a diffusion model, meaning it learns to generate images by gradually removing noise from a very noisy image. This process is called "reverse diffusion," based on math inspired ...

Today, Stability AI announced the launch of Stable Diffusion XL 1.0, a text-to-image model that the company describes as its “most advanced” release to date. Available in open source on GitHub ...

AI image generation is here in a big way. A newly released open source image synthesis model called Stable Diffusion allows anyone with a PC and a decent GPU to conjure up almost any visual ...

A common denominator among all generative AI architectures is the use of a method known as the diffusion model, which takes inspiration from the physical process of gas molecule diffusion ...

In diffusion, a model learns how to gradually subtract noise from a starting image made entirely of noise, moving it closer step by step to the target prompt. This approach has enabled today’s ...