公开(公告)号：US20230059462A1

公开(公告)日：2023-02-23

申请号：US17535486

申请日：2021-11-24

Applicant: Electronics and Telecommunications Research Institute

Inventor： Eun Woo KIM ,  Hyun Dong JIN ,  Ki Min YUN ,  Jin Young MOON

IPC: G06N3/04

Abstract: The present disclosure relates to a method and apparatus for performing multiple tasks based on task similarity by using artificial intelligence.
According to an embodiment of the present disclosure, a method for performing multi-task learning based on task similarity may include performing a similarity analysis between a first task and a second task and training a neural network for the second task based on a result of the similarity analysis. Herein, wherein in response to be determined that a first training dataset used for the first task and a second training dataset used for the second task are similar, the neural network may learn a second parameter allocated to the second training dataset based on a first parameter allocated to the first training dataset.