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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 12039016 B1

PDFFull Text
Date of Patent:
Jul. 16, 2024

Filed:

Mar. 23, 2018

Method and apparatus for generating training data to train student model using teacher model

Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Dokwan Oh, Hwaseong-si, KR;

Yoonsuk Hyun, Suwon-si, KR;

Assignee:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Attorney:

NSIP Law

Primary Examiner:

Beemnet W Dada

Int. Cl.
CPC ...
G06F 21/31 (2013.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06F 18/2415 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06N 7/01 (2023.01); G06V 10/764 (2022.01); G06V 10/778 (2022.01); G06V 20/00 (2022.01);
U.S. Cl.
CPC ...
G06F 21/31 (2013.01); G06F 18/2148 (2023.01); G06F 18/2178 (2023.01); G06F 18/2415 (2023.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06N 7/01 (2023.01); G06V 10/764 (2022.01); G06V 10/7784 (2022.01); G06V 20/00 (2022.01);
Abstract

Disclosed is a training data generating apparatus and method to change output data inappropriate for training a student model to an ignore value such that the inappropriate output data is not used to train the student model, change output data appropriate for training the student model such that the student model outputs an improved result in comparison to output data of a teacher model, and change a label value in a form of probability to an identifier corresponding to intervals divided based on threshold label values using the teacher model based on input data.

Find Patent Forward Citations

Oh, Dokwan. (2024). Method and apparatus for generating training data to train student model using teacher model (U.S. Patent No. 12039016). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12039016

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

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