公开(公告)号：US20230419114A1

公开(公告)日：2023-12-28

申请号：US18466469

申请日：2023-09-13

Applicant: Samsung Electronics Co., Ltd.

Inventor： Krzysztof ARENDT ,  Grzegorz STEFANSKI ,  Piotr MASZTALSKI ,  Artur SZUMACZUK ,  Jakub TKACZUK ,  Mateusz MATUSZEWSKI ,  Michal SWIATEK ,  Tymoteusz OLENIECKI

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: An electronic apparatus is provided. The electronic apparatus includes a memory and a processor, wherein the processor is configured to, by executing the at least one instruction, acquire a plurality of training data; acquire a plurality of embedding vectors that are mappable to an embedding space for the plurality of training data, respectively; train an artificial intelligence model classifying the plurality of training data based on the plurality of embedding vectors, identify an embedding vector misclassified by the artificial intelligence model among the plurality of embedding vectors, identify an embedding vector closest to the misclassified embedding vector in the embedding space, acquire a synthetic embedding vector corresponding to a path connecting the misclassified embedding vector to the embedding vector closest to the misclassified embedding vector in the embedding space, and re-train the artificial intelligence model by adding the synthetic embedding vector to the training data.