Pediatric Sleep Stage Classification using Multi-domain Hybrid Neural Networks
Yonghoon Jeon, Siwon Kim, Hyun-Soo Choi, Yoon Gi Chung, Sun Ah Choi, Hunmin Kim, Sungroh Yoon, Hee Hwang, Ki Joong Kim, IEEE Access, vol. 7, no. 1, pp. 96495–96505, July 2019. paperlink
HexaGAN: Generative Adversarial Nets for Real World Classification
Uiwon Hwang, Dahuin Jung, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Long Beach, CA, USA, June 2019. paperslideslinkarXivsuppl
Sungwon Kim, Sang-gil Lee, Jongyoon Song, Jaehyeon Kim, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Long Beach, CA, USA, June 2019. paperlinkarXivcodedemo
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference
Jungbeom Lee, Eunji Kim, Sungmin Lee, Jangho Lee, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, June 2019. paperlinkarXiv
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks
Seongsik Park, Seijoon Kim, Hyeokjun Choe, Sungroh Yoon, in Proceedings of Design Automation Conference (DAC), Las Vegas, USA, June 2019. paperlinkarXiv
Electroencephalographic Resting-State Functional Connectivity of Benign Epilepsy with Centrotemporal Spikes
Hyun-Soo Choi, Yoon Ki Jung, So Youn Ahn, Sungroh Yoon, Hee Hwang, Hunmin Kim, Journal of Clinical Neurology, vol. 15, no. 2, pp. 211-220, April 2019. paperlink
