ALEXANDRIA, Va., June 25 -- United States Patent no. 12,340,565, issued on June 24, was assigned to LEMON INC. (Grand Cayman, Cayman Islands).
"Validation of unsupervised adaptive models" was invented by Song Bai (Singapore), Dapeng Hu (Singapore), Jun Hao Liew (Singapore) and Chuhui Xue (Singapore).
According to the abstract* released by the U.S. Patent & Trademark Office: "Embodiments of the present disclosure relate to validation of unsupervised adaptive models. According to example embodiments of the present disclosure, unlike methods validating with the seen target data, the present disclosure synthesizes new samples by mixing the target samples and pseudo labels. The accuracy between model predictions of mixed samples and the mixed ...