公开(公告)号：US20240311693A1

公开(公告)日：2024-09-19

申请号：US18592250

申请日：2024-02-29

Applicant: Samsung Electronics Co., Ltd.

Inventor： James S. Smith ,  Yen-Chang Hsu ,  Yilin Shen ,  Hongxia Jin ,  Lingyu Zhang ,  Ting Hua

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: A method includes obtaining input data associated with a new concept to be learned by a trained machine learning model. The method also includes identifying initial weights of the trained machine learning model and one or more previous weight deltas associated with the trained machine learning model. The method further includes identifying one or more additional weight deltas based on the input data and guided by the initial weights and the one or more previous weight deltas. In addition, the method includes integrating the one or more additional weight deltas into the trained machine learning model. The one or more additional weight deltas are integrated into the trained machine learning model by identifying updated weights for the trained machine learning model based on the initial weights, the one or more previous weight deltas, and the one or more additional weight deltas.