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:
Sep. 09, 2025
Filed:
Feb. 08, 2021
Applicant:
Qualcomm Incorporated, San Diego, CA (US);
Inventors:
Mirgahney Husham Awadelkareem Mohamed, Amsterdam, NL;
Gabriele Cesa, Diemen, NL;
Taco Sebastiaan Cohen, Amsterdam, NL;
Max Welling, Bussum, NL;
Assignee:
QUALCOMM Incorporated, San Diego, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 9/345 (2018.01); G06F 18/213 (2023.01); G06F 18/214 (2023.01); G06V 10/44 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 9/3455 (2013.01); G06F 18/213 (2023.01); G06F 18/214 (2023.01); G06V 10/454 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01);
Abstract
Certain aspects of the present disclosure provide a method of performing machine learning, comprising: generating a neural network model; and training the neural network model for a task with a first set of input data, wherein: the training uses a total loss functionincluding an equivariance loss componentaccording to=+α, and α>0.