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. 20, 2026

Filed:

Nov. 17, 2021
Applicant:

Emc Ip Holding Company Llc, Hopkinton, MA (US);

Inventors:

Wenbin Yang, Shanghai, CN;

Jiacheng Ni, Shanghai, CN;

Qiang Chen, Shanghai, CN;

Zijia Wang, WeiFang, CN;

Zhen Jia, Shanghai, CN;

Assignee:

EMC IP Holding Company LLC, Hopkinton, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 18/213 (2023.01); G06F 18/22 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 18/213 (2023.01); G06F 18/22 (2023.01); G06N 20/00 (2019.01);
Abstract

Embodiments of the present disclosure provide a method and an apparatus for training a model, an electronic device, and a medium. This method includes: generating a first group of features and a second group of features respectively from a first sample set and a second sample set based on the model, wherein the first sample set is of a first category, and the second sample set is of a second category different from the first category; generating a first similarity matrix for the first sample set and the second sample set based on the first group of features and the second group of features; determining a first loss for the first sample set and the second sample set based on the first similarity matrix; and updating the model based on the first loss.


Find Patent Forward Citations

Yang, Wenbin. (2026). Method, apparatus, electronic device and medium for training models (U.S. Patent No. 12769807). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12769807

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

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