A comprehensive review published in Brain Informatics on May 16, 2026, systematically examines the theoretical foundations ...

A few years ago, a new kind of AI called a diffusion model appeared. Today, it powers tools like Stable Diffusion and Runway Gen-2, turning text prompts into high-quality images and even short videos.

All over the AI field, teams are unlocking new functionality by changing the ways that the models work. Some of this has to do with input compression and changing the memory requirements for LLMs, or ...

Most modern AI video generators combine three ideas: diffusion, latent compression and transformers.Safety systems check ...

A Thorough Dissection of the Principles of ChatGPT Images 2.6—From 'AI That Draws with Diffusion Models' to 'Multimodal ...

Diffusion models are a category of generative AI that excels at creating images, audio, video and other types of data by using a two-step process: forward diffusion and reverse diffusion. The first ...

With the release of platforms like DALL-E 2 and Midjourney, diffusion generative models have achieved mainstream popularity, owing to their ability to generate a series of absurd, breathtaking, and ...

A new diffusion-based framework extracts transferable preference patterns from historical user data to improve ...

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 reality ...