Category / Sungroh Yoon

Cracking the code of personalized medicine

Advertisement Feature (not a peer reviewed research article) in Nature Research, March 2019.
link

28 March 2019
Journal, Sungroh Yoon

Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation

Jaeyoon Yoo, Changhwa Park, Yongjun Hong, Sungroh Yoon, arXiv:1903.04860 [cs.LG], March 2019.
paper  link

19 March 2019
arXiv, Sungroh Yoon

Real-Time Anomalous Branch Behavior Detection with a GPU-Inspired Engine for Machine Learning Models

Hyunyoung Oh, Hayoon Yi, Hyeokjun Choe, Yeongpil Cho, Sungroh Yoon, Yunheung Paek, in Proceedings of Design, Automation and Test in Europe (DATE), Florence, Italy, March 2019.
preprint  link

01 March 2019
Conference, Sungroh Yoon

Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on FPGA

Seongsik Park, Jahee Jang, Seijoon Kim, Sungroh Yoon, in Proceedings of Design, Automation and Test in Europe (DATE), Florence, Italy, March 2019.
paper  link  arXiv  code

01 March 2019
Conference, Sungroh Yoon

How Generative Adversarial Networks and Their Variants Work: An Overview

Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo, Sungroh Yoon, ACM Computing Surveys, vol. 52, no. 1, article 1, February 2019.
paper  link  arXiv

01 February 2019
Journal, Sungroh Yoon

Changes in Lesional and Non-lesional Skin Microbiome During Treatment of Atopic Dermatitis

Sunyoung Kwon, Ji Young Choi, Jung-Won Shin, Chang-Hun Huh, Kyoung-Chan Park, Mi-Hee Du, Sungroh Yoon, Jung-Im Na, Acta Dermato-Venereologica, vol. 99, no. 3, pp. 284-290, February 2019.
paper  link

01 February 2019
Journal, Sungroh Yoon, Sunyoung Kwon

DNA Steganalysis using Deep Recurrent Neural Networks

Ho Bae, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon, in Proceedings of Pacific Symposium on Biocomputing (PSB), Hawaii, USA, January 2019.
paper  link  arXiv

01 January 2019
Conference, Sungroh Yoon

Detecting System Anomalies in Multivariate Time Series with Information Transfer and Random Walk

Jongsun Lee, Hyun-Soo Choi, Yongkweon Jeon, Yongsik Kwon, Donghun Lee, Sungroh Yoon, in Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT), Zurich, Switzerland, December 2018.
preprint  link  

17 December 2018
Conference, Sungroh Yoon

LncRNAnet: Long Noncoding RNA Identification using Deep Learning

Junghwan Baek, Byunghan Lee, Sunyoung Kwon, Sungroh Yoon, Bioinformatics, vol. 34, no. 22, pp. 3889-3897, November 2018.
paper   link

15 November 2018
Byunghan Lee, Journal, Junghwan Baek, Sungroh Yoon, Sunyoung Kwon

Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector

Sang-gil Lee, Jae Seok Bae, Hyunjae Kim, Jung Hoon Kim, Sungroh Yoon, in Proceedings of the 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) , LNCS vol. 11071, pp. 693–701, Granada, Spain, September 2018.
paper  link  arXiv

18 September 2018
Conference, Sang-gil Lee, Sungroh Yoon

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