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:
Sep. 15, 2026

Filed:

Sep. 29, 2022
Applicant:

Rakuten Group, Inc., Tokyo, JP;

Inventors:

Lei Chen, Tokyo, JP;

Hou Wei Chou, Tokyo, JP;

Assignee:

Rakuten Group, Inc., Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/80 (2022.01); G06F 40/40 (2020.01);
U.S. Cl.
CPC ...
G06V 10/811 (2022.01); G06F 40/40 (2020.01);
Abstract

A method of contrastive learning (CL) performed by at least one processor includes receiving, by at least one processor implementing a text-based transformer, a text title corresponding to an anchor, generating, by the at least one processor implementing the text-based transformer, a text representation of the text title, receiving, by at least one processor implementing an image-based transformer, a first image corresponding to the anchor, generating, by the at least one processor implementing the image-based transformer, a first image representation of the first image corresponding to the anchor, and constructing a positive pair between the text representation and the first image representation.


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