ALEXANDRIA, Va., May 19 -- United States Patent no. 12,632,785, issued on May 19, was assigned to SAMSUNG ELECTRONICS Co. LTD. (Suwon-si, South Korea).
"Method and apparatus for class incremental learning" was invented by Mete Ozay (Staines, Great Britain) and Marco Toldo (Staines, Great Britain).
According to the abstract* released by the U.S. Patent & Trademark Office: "The present application generally relates to a method for training a machine learning, ML, model using class incremental learning, and to a computer-implemented method and apparatus for using the trained machine learning, ML, model. The method may learn how to update semantic representations of old concepts (classes) by modelling drift of semantic representations. The me...