公开(公告)号：EP4365776A1

公开(公告)日：2024-05-08

申请号：EP23207770.1

申请日：2023-11-03

申请人： Samsung Electronics Co., Ltd.

发明人： KIM, Heewon ,  CHANG, Hyun Sung ,  LEE, Jaeyun ,  CHO, Kiho

IPC分类号： G06N3/088 ,  G06N3/0895 ,  G06N3/084

CPC分类号： G06N3/045 ,  G06N3/088 ,  G06N3/0895 ,  G06N3/096 ,  G06N3/084 ,  G06N7/01

摘要： A processor-implemented method includes training a first model to predict confidences of labels for data samples in a training dataset, including using a corrected data sample obtained by correcting an incorrect label based on a corresponding confidence detected by the first model and an estimated corrected label generated by a second model; training the second model to estimate correct labels for the data samples, including estimating a correct other label corresponding to another incorrect label detected based on a corresponding confidence generated by the first model with respect to the other incorrect label; and automatically correcting the other incorrect label with the estimated correct other label.