ALEXANDRIA, Va., Nov. 3 -- United States Patent no. 12,784,310, issued on Nov. 3, was assigned to Ohio State Innovation Foundation (Columbus, Ohio).
"Conditional generative adversarial network (cGAN) for posterior sampling and related methods" was invented by Matthew Bendel (Columbus, Ohio), Rizwan Ahmad (Columbus, Ohio) and Philip Schniter (Columbus, Ohio).
According to the abstract* released by the U.S. Patent & Trademark Office: "Example deep learning systems and related methods for posterior sampling in inverse problems are described herein. An example method for training a deep learning model includes receiving a training dataset including a plurality of input/output pairs; and training a conditional generative adversarial network (c...