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.:
Date of Patent:
Jul. 16, 2024
Filed:
Mar. 23, 2018
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:
Primary Examiner:
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.