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

Polyphonic Music Generation with Sequence Generative Adversarial Networks

Sang-gil Lee, Uiwon Hwang, Seonwoo Min, Sungroh Yoon, arXiv:1710.11418 [cs.SD], October 2017.
paper  link

31 October 2017
arXiv, Sungroh Yoon

Large-Scale Structured Sparsity via Parallel Fused Lasso on Multiple GPUs

Taehoon Lee, Joong-Ho Won, Johan Lim, and Sungroh Yoon, Journal of Computational and Graphical Statistics, vol. 26, no. 4, pp. 851-864, October 2017.
paper  link

02 October 2017
Johan Lim, Joong-Ho Won, Journal, Sungroh Yoon, Taehoon Lee

Large-Scale Machine Learning of Media Outlets for Understanding Public Reactions to Nation-Wide Viral Infection Outbreaks

Sungwoon Choi, Jangho Lee, Min-Gyu Kang, Hyeyoung Min, Yoon-Seok Chang, and Sungroh Yoon, Methods, vol. 129, pp. 50-59, October 2017.
paper  link

01 October 2017
Hyeyoung Min, Jangho Lee, Journal, Min-Gyu Kang, Sungroh Yoon, Yoon-Seok Chang, 미분류

Machine Learning-Based Identification of Endogenous Cellular microRNA Sponges against Viral microRNAs

Soowon Kang, Seunghyun Park, Sungroh Yoon, and Hyeyoung Min, Methods, vol. 129, pp. 33-40, October 2017.
paper  link

01 October 2017
Hyeyoung Min, Journal, Seunghyun Park, Soowon Kang, Sungroh Yoon

Deep Recurrent Neural Network-Based Identification of Precursor microRNAs

Seunghyun Park, Seonwoo Min, Hyun-Soo Choi, and Sungroh Yoon, in Proceedings of the Annual Conference on Neural Information Processing Systems (NIPS), Long Beach, USA, December 2017.
paper  suppl  link

05 September 2017
Conference, Hyunsoo Choi, Seonwoo Min, Seunghyun Park, Sungroh Yoon

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