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.

Date of Patent:
Jun. 30, 2026

Filed:

Sep. 30, 2021
Applicant:

Snap Inc., Santa Monica, CA (US);

Inventors:

Menglei Chai, Los Angeles, CA (US);

Kyle Olszewski, Los Angeles, CA (US);

Jian Ren, Marina Del Ray, CA (US);

Yu Tian, Piscataway, NJ (US);

Sergey Tulyakov, Marina del Rey, CA (US);

Assignee:

Snap Inc,., Santa Monica, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 18/214 (2023.01); G06N 3/08 (2023.01); G06T 7/20 (2017.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06F 18/214 (2023.01); G06N 3/08 (2013.01); G06T 7/20 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

Aspects of the present disclosure involve a system comprising a computer-readable storage medium storing a program and method for video synthesis. The program and method provide for accessing a primary generative adversarial network (GAN) comprising a pre-trained image generator, a motion generator comprising a plurality of neural networks, and a video discriminator; generating an updated GAN based on the primary GAN, by performing operations comprising identifying input data of the updated GAN, the input data comprising an initial latent code and a motion domain dataset, training the motion generator based on the input data, and adjusting weights of the plurality of neural networks of the primary GAN based on an output of the video discriminator; and generating a synthesized video based on the primary GAN and the input data.


Find Patent Forward Citations

Loading…