주요 연구 성과

Awards

Publications

Published

  • B. Jeon et al., Pseudo-Gamma Spectroscopy Based on Plastic Scintillation Detectors using Multitask Learning, Sensors(SCIE), Jan. 2021.
  • S. Kim, Development of Nuclear Power Plant Instrumentation Signal Faults Identification Algorithm, Journal of the Korea Society Industrial Information System(KCI), Dec. 2020.
  • K. Lim and J. Park, Part-of-speech Tagging using Multiview Learning, IEEE Access(SCIE), Oct. 2020.
  • H. Seo et al., Intra- and Inter-epoch Temporal Context Network (IITNet) Using Sub-epoch Features for Automatic Sleep Scoring on Raw Single-channel EEG, Biomedical Signal Processing and Control(SCIE), Aug. 2020.
  • B. Jeon et al., Reconstruction of Compton Edges from Plastic Gamma Spectra using Deep Autoencoder, Sensors(SCIE), May. 2020.
  • S. Ryu, M. Kim and H. Kim, Denoising Autoencoder-Based Missing Value Imputation for Smart Meters, IEEE Access(SCIE), FEb. 2020.
  • J. Jeon, H. Seo and K.Y. Jhang, Nondestructive Evaluation of Thermal Aging in Al6061 Alloy by Measuring Acoustic Nonlinearity of Laser-Generated Surface Acoustic Waves, Metals(SCIE), Dec. 2019.

Accepted

  • S.Moon et al.(co-authored by Y. Yu), Impact parameter prediction of a simulated metallic loose part using convolutional neural network, Nuclear Engineering and Technology(SCIE), Oct. 2020.

Top conferences

  • K. Lim, Y. Lee and Y. Yu, Deep Contextualized QA Representations Based on Bidirectional Matching Network, 16th European Conference on Computer Vision, Virtual event, 23-28 Aug. 2020.
  • K. Lim et al., Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios, 34th AAAI Conference on Artificial Intelligence, New York, USA, 17-21 Feb. 2020.

기타

  • 세계 최초 딥러닝 기반 최적설계 기술 개발 (SCI 논문 기준)
  • 세계 최초 딥러닝 기반 골격계 영상고해상화 기술 개발
  • 기술이전 2건 (나무와숲, 키즐리)