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:
Mar. 30, 2021
Filed:
Aug. 31, 2018
Applicant:
Snap Inc., Santa Monica, CA (US);
Inventors:
Sergey Tulyakov, Marina del Rey, CA (US);
Sergei Korolev, Marina del Rey, CA (US);
Aleksei Stoliar, Marina del Rey, CA (US);
Maksim Gusarov, Marina del Rey, CA (US);
Sergei Kotcur, Los Angeles, CA (US);
Christopher Yale Crutchfield, San Diego, CA (US);
Andrew Wan, Marina del Rey, CA (US);
Assignee:
Snap Inc., Santa Monica, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6264 (2013.01); G06K 9/6257 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01);
Abstract
A compact generative neural network can be distilled from a teacher generative neural network using a training network. The compact network can be trained on the input data and output data of the teacher network. The training network train the student network using a discrimination layer and one or more types of losses, such as perception loss and adversarial loss.