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:
Jun. 29, 2021
Filed:
Oct. 25, 2018
Applicant:
Preferred Networks, Inc., Tokyo, JP;
Inventor:
Takeru Miyato, Tokyo, JP;
Assignee:
PREFERRED NETWORKS, INC., Tokyo, JP;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 3/04 (2006.01); G06T 7/143 (2017.01); G06N 3/08 (2006.01); G06T 5/00 (2006.01); G06T 11/00 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/0472 (2013.01); G06K 9/6298 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06T 5/001 (2013.01); G06T 7/143 (2017.01); G06T 11/00 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract
Embodiments are directed to accurately measuring a distance between a 'true probability distribution: q' and a 'probability distribution determined from a model of a generator: p' by D(x,y) of cGANs, so that a generated image may be made closer to a true image. A method of generating an image by using a conditional generative adversarial network constituted by two neural networks which are a generator and a discriminator, in which the discriminator outputs a result obtained from an arithmetic operation using a model of the following equation:(;θ):=(;θ)+(;θ)=()+ψ(ϕ()).