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:
Jun. 16, 2026
Filed:
Jul. 24, 2023
Applicant:
Adobe Inc., San Jose, CA (US);
Inventors:
Min Jin Chong, Seattle, CA (US);
Krishna Kumar Singh, San Jose, CA (US);
Yijun Li, Seattle, WA (US);
Jingwan Lu, Sunnyvale, CA (US);
Assignee:
ADOBE INC., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06N 3/045 (2023.01); G06N 3/0475 (2023.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06N 3/045 (2023.01); G06N 3/0475 (2023.01);
Abstract
Systems and methods for training a Generative Adversarial Network (GAN) using feature regularization are described herein. Embodiments are configured to generate a candidate image using a generator network of a GAN, classify the candidate image as real or generated using a discriminator network of the GAN, and train the GAN to generate realistic images based on the classifying of the candidate image. The training process includes regularizing a gradient with respect to features extracted using a discriminator network of the GAN.