US Patent Issued to SOUTHWEST RESEARCH INSTITUTE on Nov. 18 for "System and method for overcoming real-world losses in machine learning applications" (Texas Inventors)

ALEXANDRIA, Va., Nov. 18 -- United States Patent no. 12,475,691, issued on Nov. 18, was assigned to SOUTHWEST RESEARCH INSTITUTE (San Antonio).

"System and method for overcoming real-world losses in machine learning applications" was invented by Harold A. Garza (San Antonio), David R. Chambers (San Antonio) and Douglas A. Brooks (San Antonio).

According to the abstract* released by the U.S. Patent & Trademark Office: "In an approach to integrating real-world properties into machine learning training, a real-world image is received. The real-world image is compared to a simulated image, where the comparison is performed using a discriminator network of a generative adversarial network (GAN). A generator network of the GAN is trained with r...