公开(公告)号：US20230259741A1

公开(公告)日：2023-08-17

申请号：US18090211

申请日：2022-12-28

Applicant: Electronics and Telecommunications Research Institute

Inventor： Joong Won HWANG ,  Yong Jin KWON ,  Jin Young MOON ,  Yu Seok BAE ,  Sung Chan OH

IPC: G06N3/045 ,  G06N3/09

CPC classification number: G06N3/045 ,  G06N3/09

Abstract: The present disclosure relates to a method and apparatus for constructing a network adaptable to consecutive/complex domains. An apparatus for constructing a domain adaptive network according to an embodiment of the present disclosure includes a memory configured to store data; and a processor configured to control the memory, wherein the processor is configured to determine a weight to be applied to one or more neural networks based on input data, construct a final neural network by applying the weight to the one or more neural networks, and output result data of the input data using the final neural network, wherein the one or more neural networks are trained using data for each prototype domain.