ALEXANDRIA, Va., Sept. 17 -- United States Patent no. 12,417,391, issued on Sept. 16, was assigned to SRI International (Menlo Park, Calif.).
"Modular adaptation for cross-domain few-shot learning" was invented by Xiao Lin (Union City, Calif.), Meng Ye (Lawrenceville, N.J.), Yunye Gong (West Windsor, N.J.), Giedrius T. Burachas (Doylestown, Pa.), Ajay Divakaran (Monmouth Junction, N.J.), Yi Yao (Princeton, N.J.) and Nikoletta Basiou (Palo Alto, Calif.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method, apparatus and system for adapting a pre-trained network for application to a different dataset includes arranging at least two different types of active adaptation modules in a pipeline configuration, whe...