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:
Feb. 03, 2026
Filed:
Dec. 14, 2020
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Leonid Karlinsky, Mazkeret Batya, IL;
Joseph Shtok, Binyamina, IL;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/082 (2023.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06F 18/2148 (2023.01); G06F 18/2155 (2023.01); G06N 3/045 (2023.01);
Abstract
In an approach for augmenting a neural network with a self-supervised mechanism, a processor trains a first neural network using labeled data, the first neural network configured for a main task. A processor trains a second neural network using the labeled data and unlabeled data, the second neural network being an additional component to the first neural network. A processor computes a gradient using a second loss of the second neural network based on the unlabeled data.