Title:
ELECTRONIC DEVICE AND CONTROL METHOD THEREOF
Document Type and Number:
WIPO Patent Application WO/2021/182748
Kind Code:
A1
Abstract:
An electronic device is disclosed. The present electronic device may comprise: a memory in which information on a first artificial intelligence model learned through first learning data and information on a second artificial intelligence model learned through the first learning data are stored; and a processor connected to the memory to control the electronic device, wherein the processor inputs second learning data to each of the first artificial intelligence model and the second artificial intelligence model and relearns the second artificial intelligence model on the basis of an output of each of a plurality of first layers included in the first artificial intelligence model and an output of each of a plurality of second layers included in the second artificial intelligence model, each of the plurality of first layers includes a plurality of two-dimensional filters, and each of the plurality of second layers includes a plurality of filters obtained by reducing the size of each of the plurality of two-dimensional filters of a corresponding first layer.
Inventors:
SONG WONSEOK (KR)
SON WONCHUL (KR)
HWANG WONJUN (KR)
KOO GANGMO (KR)
KIM YOUNGBIN (KR)
MOON YOUNGSU (KR)
LEE HUIJUNG (KR)
JO YOUNGHUN (KR)
SON WONCHUL (KR)
HWANG WONJUN (KR)
KOO GANGMO (KR)
KIM YOUNGBIN (KR)
MOON YOUNGSU (KR)
LEE HUIJUNG (KR)
JO YOUNGHUN (KR)
Application Number:
PCT/KR2021/000891
Publication Date:
September 16, 2021
Filing Date:
January 22, 2021
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
UNIV AJOU IND ACADEMIC COOP FOUND (KR)
UNIV AJOU IND ACADEMIC COOP FOUND (KR)
International Classes:
G06N3/04; G06N3/08; G06N5/02; G06N20/00
Foreign References:
| JP2019067078A | 2019-04-25 | |||
| KR20190068255A | 2019-06-18 | |||
| US20180365564A1 | 2018-12-20 | |||
| KR20170034258A | 2017-03-28 |
Other References:
JUNHO YIM, DONGGYU JOO, JIHOON BAE, JUNMO KIM: "A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning", 2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 26 July 2017 (2017-07-26), pages 7130 - 7138, XP033250080, ISSN: 1063-6919, DOI: 10.1109/CVPR.2017.754
Attorney, Agent or Firm:
KIM, Tae-hun et al. (KR)
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