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:
Nov. 11, 2025
Filed:
Jun. 23, 2021
Applicant:
Naver Corporation, Seongnam-si, KR;
Inventors:
Assignee:
NAVER CORPORATION, Gyeonggi-Do, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 30/418 (2022.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/2415 (2023.01); G06F 40/30 (2020.01); G06N 3/096 (2023.01); G06V 30/416 (2022.01);
U.S. Cl.
CPC ...
G06V 30/418 (2022.01); G06F 18/2148 (2023.01); G06F 18/2193 (2023.01); G06F 18/22 (2023.01); G06F 18/2415 (2023.01); G06F 40/30 (2020.01); G06N 3/096 (2023.01); G06V 30/416 (2022.01);
Abstract
Disclosed is a method and system for transfer learning of a deep learning model based on a document similarity learning. A transfer learning method may include pre-training, by the at least one processor, a similarity model to output a similarity between documents, generating, by the at least one processor, a fine tuning model by replacing a first output function of the pre-trained similarity model with a second output function, and training, by the at least one processor, the fine tuning model to output a score for a document input to the fine tuning model.