公开(公告)号：US20240256864A1

公开(公告)日：2024-08-01

申请号：US18429821

申请日：2024-02-01

Applicant: Samsung Electronics Co., Ltd.

Inventor： Mohammad Vahid Jamali ,  Hamid Saber ,  Homayoon Hatami ,  Jung Hyun Bae

IPC: G06N3/08 ,  G06N3/045

CPC classification number: G06N3/08 ,  G06N3/045

Abstract: A method of training an autoencoder that includes encoder neural networks and decoder neural networks. The method includes training the encoder neural networks in which weights of the decoder neural networks are fixed. The method also includes iteratively training the decoder neural networks for a number of iterations. For each iteration of the training of the decoder neural networks, a pair of decoder neural networks is replaced by another pair of neural networks, and a second decoder neural network of the pair of decoder neural networks utilizes different parameters than a first decoder neural network of the pair of decoder neural networks.