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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 11829869 B1

PDFFull Text
Date of Patent:
Nov. 28, 2023

Filed:

Jul. 25, 2019

Multiple task transfer learning

Applicant:

Element Ai Inc., Montreal, CA;

Inventors:

Alexandre Lacoste, Montreal, CA;

Boris Oreshkin, Montreal, CA;

Assignee:

ServiceNow Canada Inc., Montréal, CA;

Attorney:

Fasken Martineau DuMoulin, LLP

Primary Examiner:

Jeffery A Williams

Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06K 9/62 (2022.01); G06V 30/00 (2022.01); G06N 3/08 (2023.01); G06F 18/20 (2023.01); G06F 18/214 (2023.01); G06N 3/045 (2023.01); G06V 10/82 (2022.01); G06V 30/24 (2022.01); G06V 30/10 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/2148 (2023.01); G06F 18/285 (2023.01); G06N 3/045 (2023.01); G06V 10/82 (2022.01); G06V 30/10 (2022.01); G06V 30/2528 (2022.01);
Abstract

Systems and methods relating to multitask transfer learning. Neural networks are used to accomplish a number of tasks and the results of these tasks are used to determine parameters common to these and other tasks. These parameters can then be used to accomplish other related tasks. In the description, data fitting as well as image related tasks are used. Task conditioning as well as the use of a KL regularizer have greatly improved results when testing the methods of the invention.

Find Patent Forward Citations

Lacoste, Alexandre. (2023). Multiple task transfer learning (U.S. Patent No. 11829869). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11829869

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

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