US Patent Issued to Google on March 24 for "Framework for learning to transfer learn" (California Inventors)

ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,959, issued on March 24, was assigned to Google LLC (Mountain View, Calif.).

"Framework for learning to transfer learn" was invented by Sercan Omer Arik (San Francisco), Tomas Jon Pfister (Foster City, Calif.) and Linchao Zhu (Mountain View, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method includes receiving a source data set and a target data set and identifying a loss function for a deep learning model based on the source data set and the target data set. The loss function includes encoder weights, source classifier layer weights, target classifier layer weights, coefficients, and a policy weight. During a first phase of each of a p...