公开(公告)号：US20220067487A1

公开(公告)日：2022-03-03

申请号：US17411853

申请日：2021-08-25

Applicant: Korea Advanced Institute of Science and Technology

Inventor： Sang Wan LEE ,  Chang Hwa LEE

IPC: G06N3/04 ,  G06K9/62

Abstract: Various embodiments provide an electronic device for generating data and improving task performance by using only a very small amount of data without prior knowledge of an associative domain and an operating method thereof. According to various embodiments, the electronic device may be configured to construct a plurality of data pairs from at least three data points, acquire relative information between the data points with respect to each of the data pairs, and learn a transformation function between the data points based on the relative information. According to various embodiments, the transformation function which can be learnt without a data overfitting problem even in a very small amount of data can be provided.