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. 13, 2026

Filed:

May. 15, 2024
Applicants:

Inventec (Pudong) Technology Corporation, Shanghai, CN;

Inventec Corporation, Taipei City, TW;

Inventors:

Chih-Fan Hsu, Taipei City, TW;

Wei-Chao Chen, Taipei City, TW;

Ming-Ching Chang, Taipei City, TW;

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/0455 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/0455 (2023.01);
Abstract

A method of training a model using data essence is performed by a computing device and includes: performing an essence generating procedure according to raw datum to generate a data essence, adding the data essence to an essence memory, and repeatedly performing a training procedure before the model converges. The training procedure includes: obtaining a training batch, updating a replay memory according to the training batch, wherein the replay memory before updating includes a plurality of data from an old training batch, and training the model according to the replay memory and the essence memory.


Find Patent Forward Citations

Hsu, Chih-Fan. (2026). Method of training a model using data essence (U.S. Patent No. 12762403). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12762403

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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