公开(公告)号：US20200160212A1

公开(公告)日：2020-05-21

申请号：US16214598

申请日：2018-12-10

Applicant: Korea Advanced Institute of Science and Technology

Inventor： Jinwoo Shin ,  Sung Ju Hwang ,  Yunhun Jang

IPC: G06N20/00

Abstract: Disclosed are a method and system for transfer learning to a random target dataset and model structure based on meta learning. A transfer learning method may include determining the form and amount of information to be transferred, used by a pre-trained model, using a meta model based on similarity between a source dataset and a new target dataset and performing transfer-learning on a target model using the form and amount of information of the pre-trained model determined by the meta model.