US Patent Issued to International Business Machines on May 12 for "Task-adaptive architecture for few-shot learning" (Israeli Inventors)

ALEXANDRIA, Va., May 12 -- United States Patent no. 12,626,119, issued on May 12, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"Task-adaptive architecture for few-shot learning" was invented by Eliyahu Schwartz (Haifa, Israel), Leonid Karlinsky (Mazkeret Batya, Israel) and Sivan Doveh (Ramat Gan, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "Meta-training an artificial neural cell for use in a few-shot learner, wherein the meta-training includes: executing a Neural Architecture Search (NAS) to automatically learn an architecture of the artificial neural cell; training adaptive controllers that are comprised in the architecture of the artificial neural cell, wherein each of th...