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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.:

US 12608922 B1

PDFFull Text
Date of Patent:
Apr. 21, 2026

Filed:

Oct. 12, 2023

Method and apparatus for adversarial self-supervised learning using target image, and computer-readable storage medium storing instructions to perform method for adversarial meta-learning

Applicant:

Korea Advanced Institute of Science and Technology, Daejeon, KR;

Inventors:

Sung Ju Hwang, Daejeon, KR;

Minseon Kim, Daejeon, KR;

Hyeonjeong Ha, Daejeon, KR;

Sooel Son, Daejeon, KR;

Assignee:

Korea Advanced Institute of Science and Technology, Daejeon, KR;

Attorneys:

NKL LAW

Jae Youn Kim

Primary Examiner:

John B Strege

Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06F 16/532 (2019.01); G06V 10/74 (2022.01); G06V 10/764 (2022.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06F 16/532 (2019.01); G06V 10/761 (2022.01); G06V 10/764 (2022.01);
Abstract

In accordance with an aspect of the present disclosure, there is provided an adversarial self-supervised learning method for an encoder. The method comprises selecting a target image of an original image for training from an image group included in a previously collected dataset; generating a noise image by combining the original image for training with noise using the original image for training and the target image; and training the encoder using the noise image and the original image for training.

Find Patent Forward Citations

Quick Actions:

Hwang, Sung. (2026). Method and apparatus for adversarial self-supervised learning using target image, and computer-readable storage medium storing instructions to perform method for adversarial meta-learning (U.S. Patent No. 12608922). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12608922

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