Is a
Patent attributes
Patent Applicant
Current Assignee
Patent Jurisdiction
Patent Number
Patent Inventor Names
Takeru Miyato0
Date of Patent
June 29, 2021
0Patent Application Number
161712000
Date Filed
October 25, 2018
0Patent Citations
Patent Primary Examiner
Patent 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:f(x,y;θ):=f1(x,y;θ)+f2(x;θ)=yTVϕθΦ(x)+ψθΨ(ϕθΦ(x)).
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