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.
Patent No.:
Date of Patent:
May. 19, 2026
Filed:
Dec. 06, 2022
Applicant:
Adobe Inc., San Jose, CA (US);
Inventors:
Nupur Kumari, Pittsburgh, PA (US);
Richard Zhang, Burlingame, CA (US);
Junyan Zhu, Pittsburgh, PA (US);
Elya Shechtman, Seattle, WA (US);
Assignee:
ADOBE INC., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/778 (2022.01); G06V 10/75 (2022.01); G06V 10/774 (2022.01);
U.S. Cl.
CPC ...
G06V 10/778 (2022.01); G06V 10/751 (2022.01); G06V 10/774 (2022.01);
Abstract
Systems and methods for fine-tuning diffusion models are described. Embodiments of the present disclosure obtain an input text indicating an element to be included in an image; generate a synthetic image depicting the element based on the input text using a diffusion model trained by comparing synthetic images depicting the element to training images depicting elements similar to the element and updating selected parameters corresponding to an attention layer of the diffusion model based on the comparison.