INCREMENTAL LEARNING METHOD THROUGH DEEP LEARNING AND SUPPORT DATA

摘要

A method for classifying data into classes includes receiving (1100) new data (212); receiving (1102) support data (214), wherein the support data (214) is a subset of previously classified data (211); processing (1104) with a first set of layers (216) of a deep learning classifier (260) the new data (212) and the support data (214) to obtain a learned representation (218) of the new data and the support data; and applying (1106) a second set of layers (262) of the deep learning classifier (260) to the learned representation (218) to associate the new data (212) with a corresponding class.