diffusion models, also known as diffusion-based generative models or score-based generative models, are a class of latent variable generative models....

Stable Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. The generative artificial intelligence technology...

The Latent Diffusion Model (LDM) is a diffusion model architecture developed by the CompVis (Computer Vision & Learning) group at LMU Munich. Introduced...

The Bass model or Bass diffusion model was developed by Frank Bass. It consists of a simple differential equation that describes the process of how new...

spinodal decomposition. Diffusion is a stochastic process due to the inherent randomness of the diffusing entity and can be used to model many real-life stochastic...

Reaction–diffusion systems are mathematical models that correspond to several physical phenomena. The most common is the change in space and time of the...

video diffusion models. There are different models, including open source models. Chinese-language input CogVideo is the earliest text-to-video model "of...

photographs and human-drawn art. Text-to-image models are generally latent diffusion models, which combine a language model, which transforms the input text into...

behind DALL-E 3. According to OpenAI, Sora is a diffusion transformer – a denoising latent diffusion model with one Transformer as the denoiser. A video...

users to generate images from a text prompt. It uses Stable Diffusion as the base model for its image capabilities together with a large set of extensions...

from a series of text prompts. It uses free diffusion models such as Stable Diffusion as the base model for its image capabilities combined with other...

Diffusion of innovations is a theory that seeks to explain how, why, and at what rate new ideas and technology spread. The theory was popularized by Everett...

addition to simple diffusion. These models can be applied to limb formation and teeth development among other examples. Reaction-diffusion models can be used...

diffusion tensor. The diffusion tensor model is a rather simple model of the diffusion process, assuming homogeneity and linearity of the diffusion within...

regardless of models used. The models can be used either online or locally by using generative AI user interfaces such as ComfyUI and Stable Diffusion WebUI Forge...

A large language model (LLM) is a language model trained with self-supervised machine learning on a vast amount of text, designed for natural language...

Ehrenfest model (or dog–flea model) of diffusion was proposed by Tatiana and Paul Ehrenfest to explain the second law of thermodynamics. The model considers...

prompts, similar to Stability AI's Stable Diffusion, OpenAI's DALL-E, or Midjourney. The original version of the model was first discussed in a paper from May...

(2022), Phenaki (2023), and Muse (2023). Unlike later models, DALL-E is not a diffusion model. Instead, it uses a decoder-only Transformer that autoregressively...

Demic diffusion, as opposed to trans-cultural diffusion, is a demographic term referring to a migratory model, developed by Luigi Luca Cavalli-Sforza...

text vectors are used as conditioning on a diffusion model. As another example, the AuraFlow diffusion model uses Pile-T5-XL. Raffel, Colin; Shazeer, Noam;...

custom version of the source-available Stable Diffusion text-to-image diffusion model called NovelAI Diffusion, which is trained on a Danbooru-based dataset...

company co-released an improved version of their Latent Diffusion Model called Stable Diffusion together with the CompVis Group at Ludwig Maximilian University...

alternatives could be tracked separately. The drift-diffusion model (DDM) is a well defined model, that is proposed to implement an optimal decision policy...

Facilitated diffusion (also known as facilitated transport or passive-mediated transport) is the process of spontaneous passive transport (as opposed...

transformer-based models are used for text-to-image technologies such as diffusion and parallel decoding. Such kinds of models can serve as visual foundation models (VFMs)...

In cultural anthropology and cultural geography, cultural diffusion, as conceptualized by Leo Frobenius in his 1897/98 publication Der westafrikanische...

nitrogen. The concentration gradient, can be used as a model for the driving mechanism of diffusion. In this context, inert gas refers to a gas which is...

seen as a local volatility model d F t = v d W t {\displaystyle dF_{t}=v\,dW_{t}} . In the Bachelier model the diffusion coefficient is a constant v...

mobile commerce,) and online banking. Diffusion (business) Diffusion of innovations Domestication theory Lazy user model List of marketing topics New product...