The blog post includes sample images generated from the same prompts to show the improvement in quality between the Stable Diffusion XL beta and SDXL 0.9, with the brand saying that the new model ...

The problems with diffusion models might be easier to fix than the ones plaguing transformers, though. Some image generators have improved at representing hands, for example, by training on more ...

New diffusion AI models that make songs from scratch are complicating our definitions of authorship and human creativity. The end of this story includes samples of AI-generated music. Artificial ...

The company is also bringing Stable Diffusion XL 1.0 to Bedrock, Amazon’s cloud platform for hosting generative AI models — expanding on its previously announced collaboration with AWS.

Current diffusion-based AI models can and will reproduce copyrighted images from its data set, though rarely. It will get worse the bigger these systems become.

Understanding diffusion language models. Most large language models (LLMs) like GPT-4o and Llama are autoregressive (AR). They generate text sequentially, predicting the next token based only on ...

LAION-5B, a set of over 5 billion images and text, is used to train major image generation AIs such as Stable Diffusion. It is said that it would take 781 years for a full-time worker who works 5 ...

Here, too, jump-diffusion pricing models can be reduced to a single optimal stopping problem, indexed by one more parameter, and linear spline approximations of the stopping boundary in the canonical ...

The purpose of this study was to develop a mathematical model to quantitatively describe the passive transport of macromolecules within dental biofilms. Fluorescently labeled dextrans with ...