Category / Sungroh Yoon

Deep learning improves prediction of CRISPR–Cpf1 guide RNA activity

Hui Kwon Kim, Seonwoo Min, Myungjae Song, Soobin Jung, Jae Woo Choi, Younggwang Kim, Sangeun Lee, Sungroh Yoon, Hyongbum Kim, Nature Biotechnology, vol. 36, no. 3, pp. 239-241, March 2018.
paper  link  code  suppl

02 March 2018
Journal, Seonwoo Min, Sungroh Yoon

TensorLightning: A Traffic-efficient Distributed Deep Learning on Commodity Spark Clusters

Seil Lee, Hanjoo Kim, Jaehong Park, Jaehee Jang, Chang-Sung Jeong, Sungroh Yoon, IEEE Access, vol. 6, no. 1, pp. 27671-27680, May 2018.
paper  link

24 February 2018
Hanjoo Kim, Jaehee Jang, Jaehong Park, Journal, Seil Lee, Sungroh Yoon

Quantized Memory-Augmented Neural Networks

Seongsik Park, Seijoon Kim, Seil Lee, Ho Bae, and Sungroh Yoon, in Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), pp.3909-3916, New Orleans, USA, February 2018.
paper  suppl  link  arxiv

07 February 2018
Conference, Seongsik Park, Sungroh Yoon

Reinforcement Learning based Recommender System using Biclustering Technique

Sungwoon Choi, Heonseok Ha, Uiwon Hwang, Chanju Kim, Jung-Woo Ha, Sungroh Yoon, in Proceedings of WSDM Workshop on Multi-dimensional Information Fusion for User Modeling and Personalization (IFUP), Los Angeles, USA, February 2018.
preprint  link arxiv

01 February 2018
Conference, Sungroh Yoon

Customization of IBM Intu’s Voice by Connecting Text-to-Speech Services and a Voice Conversion Network

Jongyoon Song, Hyunjae Kim, Jaekoo Lee, Euishin Choi, Minseok, Kim, Sungroh Yoon, in Proceedings of the Hawaii International Conference on System Sciences (HICSS), pp. 830-839, Waikoloa Village, USA, January 2018.
paper  link

03 January 2018
Conference, Sungroh Yoon

HiComet: A High-Throughput Comet Analysis Tool for Large-Scale DNA Damage Assessment

Taehoon Lee, Sungmin Lee, Woo Young Sim, Yu Mi Jung, Sunmi Han, Joong-Ho Won, Hyeyoung Min, and Sungroh Yoon, BMC Bioinformatics, vol. 19(Suppl 1), no. 44, pp. 49-61, February 2018.
paper  link

03 January 2018
Hyeyoung Min, Joong-Ho Won, Journal, Sungmin Lee, Sungroh Yoon, Taehoon Lee, Woo Young Sim, Yu Mi Jung

Autonomous UAV Navigation with Domain Adaptation

Jaeyoon Yoo, Yongjun Hong, Sungroh Yoon, arXiv:1712.03742 [cs.CV], December 2017.
paper  link

11 December 2017
arXiv, Sungroh Yoon

Homomorphic Parameter Compression for Distributed Deep Learning Training

Jaehee Jang, Byungook Na, Sungroh Yoon, arXiv:1711.10123 [cs.DC], November 2017.
paper  link

28 November 2017
arXiv, Sungroh Yoon

Disease Prediction from Electronic Health Records Using Generative Adversarial Networks

Uiwon Hwang, Sungwoon Choi, Sungroh Yoon, arXiv:1711.04126 [cs.LG], November 2017.
paper  link

11 November 2017
arXiv, Sungroh Yoon

A genetic variant in SLC28A3, rs56350726, is associated with progression to castration-resistant prostate cancer in a Korean population with metastatic prostate cancer

Jung Ku Jo, Jong Jin Oh, Yong Tae Kim, Hong Sang Moon, Hong Yong Choi, Seunghyun Park, Jin-Nyoung Ho, Sungroh Yoon, Hae Young Park, and Seok-Soo Byun, Oncotarget, vol. 8, no. 57, pp. 96893-96902, November 2017.
paper  link

01 November 2017
Journal, Seunghyun Park, Sungroh Yoon

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