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:
Oct. 27, 2026

Filed:

Dec. 30, 2022
Applicant:

Samsung Sds Co., Ltd., Seoul, KR;

Inventors:

Seung Ki Hong, Seoul, KR;

Tae Young Jang, Seoul, KR;

Jong Yoon Jo, Seoul, KR;

Ji Hyung Youn, Seoul, KR;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 40/284 (2020.01);
Abstract

The present disclosure according to at least one embodiment provides a method performed by a computing device for generating a task model based on meta-learning, including calculating a task-adaptation loss of the task model, the calculating the task-adaptation loss being based on a result of training the task model by using a training data set, updating the task model based on the task-adaptation loss, calculating a meta-optimization loss of the updated task model by using a validation data set, and further updating the updated task model based on the meta-optimization loss.


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Hong, Seung. (2026). Method for generating task model based on meta-learning, method for generating text embeddings for few-shot text data, and apparatus implementing the same method (U.S. Patent No. 12775875). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12775875

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