AI Algorithms Part 4: The Mechanics of the 'Diffusion Model' Dominating Modern Image Generation

I verify various AI tools in a wide range of tasks, including daily system development, employee training, and our company's ...

Understanding Autonomous Driving with Diffusion Models: From Basics to the Frontier

I believe many people have tried the image generation AI "Stable Diffusion" at least once.The same mechanism——Diffusion Model ...
techtarget

What are diffusion models?

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 ...
Ars Technica

Stability AI releases Stable Diffusion XL, its next-gen image synthesis model

On Wednesday, Stability AI released Stable Diffusion XL 1.0 (SDXL), its next-generation open weights AI image synthesis model. It can generate novel images from text descriptions and produces more ...
American Physical Society

Thermodynamic Limits to Anomalous Diffusion

Thermodynamics sets constraints on the time window over which anomalous diffusion can occur—a finding that may be relevant to the study of diffusion-controlled cellular processes. Figure 1: Diffusion ...
GlobalSpec

Chapter 5: The Process of Spatial Diffusion and Modeling Change

Diffusion processes occupy a place of choice in the expression of dynamics affecting spatial systems. Certain characteristics of these processes justify the importance given to them in the spatial ...