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 12731381 B1

Date of Patent:

Sep. 08, 2026

Filed:

Dec. 28, 2023

Image encoding learning and application

Applicant:

Beijing Youzhuju Network Technology Co., Ltd., Beijing, CN;

Inventors:

Quan Cui, Beijing, CN;

Hao Wu, Beijing, CN;

Cheng Yang, Beijing, CN;

Assignee:

BEIJING YOUZHUJU NETWORK TECHNOLOGY CO., LTD., Beijing, CN;

Attorney:

Astute IP Law Group

Primary Examiner:

Shaghayegh Azima

Int. Cl.

CPC ...

G06V 10/82 (2022.01); G06V 10/50 (2022.01); G06V 10/774 (2022.01); G06V 10/98 (2022.01); G06V 20/70 (2022.01);

U.S. Cl.

CPC ...

G06V 10/774 (2022.01); G06V 10/50 (2022.01); G06V 10/82 (2022.01); G06V 10/98 (2022.01); G06V 20/70 (2022.01);

Abstract

Embodiments of the present disclosure provide a solution for image encoding learning and application. A method for image encoding learning comprises: extracting an image feature representation of a sample image using an image encoder to be trained; extracting a text feature representation of a sample text sequence using a text encoder, the sample text sequency being associated with the sample image; generating, using the text encoder, a predicted text sequence based on the text feature representation and the image feature representation; and training the image encoder at least based on a text error between the predicted text sequence and the sample text sequence.

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