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Stable Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. The generative artificial intelligence technology is the premier product of Stability AI and is considered to be a part of the ongoing artificial intelligence boom .
Stability AI was founded in 2019 by Emad Mostaque, who also initially funded the company. [1][2][3] In August 2022 Stability AI rose to prominence with the release of its source and weights available text-to-image model Stable Diffusion. [1] On March 23rd 2024 Emad Mostaque stepped down from his position as CEO.
Stable Diffusion. Mohammad Emad Mostaque (Bengali: মোহম্মদ ইমাদ মোশতাক; born 17 April 1983) is a British-Bangladeshi business executive, mathematician, and former hedge fund manager. [3] He is the founder and was CEO of Stability AI until 23 March 2024, [4] one of the companies behind Stable Diffusion. [5][6][7]
NovelAI is an online cloud -based, SaaS model, and a paid subscription service for AI -assisted storywriting [2][3][4] and text-to-image synthesis, [5] originally launched in beta on June 15, 2021, [6] with the image generation feature being implemented later on October 3, 2022. [5][7] NovelAI is owned and operated by Anlatan, which is ...
The Latent Diffusion Model (LDM) [1] is a diffusion model architecture developed developed by the CompVis (Computer Vision & Learning) [2] group at LMU Munich. [3] Introduced in 2015, diffusion models (DM) are trained with the objective of removing successive applications of Gaussian noise on training images.
DreamBooth is a deep learning generation model used to personalize existing text-to-image models by fine-tuning. It was developed by researchers from Google Research and Boston University in 2022. Originally developed using Google's own Imagen text-to-image model, DreamBooth implementations can be applied to other text-to-image models, where it ...
Stable Diffusion 3 (2024-03) [63] changed the latent diffusion model from the UNet to a Transformer model, and so it is a DiT. It uses rectified flow. It uses rectified flow. Stable Video 4D (2024-07) [ 64 ] is a latent diffusion model for videos of 3D objects.
LAION (acronym for Large-scale Artificial Intelligence Open Network) is a German non-profit which makes open-sourced artificial intelligence models and datasets. [1] It is best known for releasing a number of large datasets of images and captions scraped from the web which have been used to train a number of high-profile text-to-image models, including Stable Diffusion and Imagen.