The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 08, 2025

Filed:

Sep. 11, 2024
Applicant:

Stability Ai Ltd, London, GB;

Inventors:

Rahim Entezari, London, GB;

Patrick Esser, London, GB;

Robin Rombach, London, GB;

Andreas Blattmann, London, GB;

Assignee:

Stability AI Ltd, London, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/00 (2020.01); G06F 40/40 (2020.01); G06T 11/00 (2006.01);
U.S. Cl.
CPC ...
G06T 11/00 (2013.01); G06F 40/40 (2020.01);
Abstract

A method including receiving a prompt describing a desired characteristic of an image. The method further including generating, using a set of encoding models, a prompt encoding based on the prompt. The method further including generating, using a first transformer block of a diffusion transformer model, a first prompt embedding and a first image embedding based on the prompt encoding and a noise input. The method further including generating, using a second transformer block of the diffusion transformer model, a second image embedding based on the first image embedding and the first prompt embedding. The method further including generating the image based on the second image embedding.


Find Patent Forward Citations

Entezari, Rahim. (2025). Content synthesis using generative artificial intelligence model (U.S. Patent No. 12271978). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12271978

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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