METHOD AND APPARATUS WITH NEURAL NETWORK MODEL TRAINING

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United States of America

APP PUB NO 20250094809A1
SERIAL NO

18610995

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Abstract

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A method and apparatus for training a neural network model are provided. The method of training a neural network model includes storing replay samples selected from among online stream samples in a replay buffer, selecting batch samples from the replay samples based on selection frequencies of the respective replay samples, determining a freeze layer group of the neural network model based on forward propagation of the neural network model using the batch samples, and training the neural network model based on backward propagation of layers not in the freeze layer group.

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Patent Owner(s)

Patent OwnerAddress
SAMSUNG ELECTRONICS CO LTDSUWON-CITY KYUNGKI-DO
UIF (UNIVERSITY INDUSTRY FOUNDATION) YONSEI UNIVERSITY(SINCHON-DONG YONSEI UNIVERSITY) 50 YONSEI-RO SEODAEMUN-GU SEOUL 03722 03722

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
CHOI, Jonghyun Seoul, KR 141 1385
KOH, Hyunseo Sejong-si, KR 1 0
SEO, Minhyuk Seoul, KR 1 0

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