Towards High Generalization Performance on Electrocardiogram Classification

Hyeongrok Han, Seongjae Park, Seonwoo Min, Hyun-Soo Choi, Eunji Kim, Hyunki Kim, Sangha Park, Jinkook Kim, Junsang Park, Junho An, Kwanglo Lee, Wonsun Jeong, Sangil Chon, Kwonwoo Ha, Myungkyu Han, Sungroh Yoon, in Proceedings of Computing in Cardiology (CinC), pp. 1-4, doi: 10.23919/CinC53138.2021.9662737, Brno, Czech Republic, September 2021.
paper  link  

13 September 2021
Conference, Sungroh Yoon

Deep Learning for Anomaly Detection in Time-Series Data: Review, Analysis, and Guidelines

Kukjin Choi, Jihun Yi, Changhwa Park, Sungroh Yoon, IEEE Access, vol. 9, pp. 120043-120065, September 2021.
paper  link

07 September 2021
Journal, Sungroh Yoon

Pre-training of Deep Bidirectional Protein Sequence Representations with Structural Information

Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon, IEEE Access, vol. 9, pp. 123912-123926, September 2021.
preprint  link  arXiv

03 September 2021
Journal, Sungroh Yoon

Accelerating Neural Architecture Search via Proxy Data

Byunggook Na, Jisoo Mok, Hyeokjun Choe, Sungroh Yoon, in Proceedings of The 30th International Joint Conference on Artificial Intelligence (IJCAI), Montreal-themed Virtual Reality, August 2021.
preprint  link  arXiv

21 August 2021
Conference, Sungroh Yoon

Learn2Evade: Learning-based Generative Model for Evading PDF Malware Classifiers

Ho Bae, Younghan Lee, Yohan Kim, Uiwon Hwang, Sungroh Yoon, Yunheung Paek, in IEEE Transactions on Artificial Intelligence, vol. 2, no. 4, pp. 299-313, August 2021.
paper  link

12 August 2021
Journal, Sungroh Yoon

Feature Concentration for Supervised and Semi-supervised Learning with Unbalanced Datasets in Visual Inspection

Jiyong Jang, Sungroh Yoon, IEEE Transactions on Industrial Electronics, vol. 68, no. 8, pp. 7620-7630, August 2021.
paper  link

01 August 2021
Journal, Sungroh Yoon

Compensating Non-uniform OLED Pixel Brightness in a Vertical Blanking Interval by Learning TFT Characteristics

Jaihyun Koh, Kyeongsoo Kang, Chaehun Shin, Soo-Yeon Lee, Sungroh Yoon, IEEE Transactions on Electron Devices, vol. 68, no. 7, pp. 3396-3402, July 2021.
paper  link

01 July 2021
Journal, Sungroh Yoon

Geometry-aware Transformer for molecular property prediction

Bumju Kwak, Jeonghee Jo, Byunghan Lee, Sungroh Yoon, arXiv:2106.15516 [cs.LG], June 2021.
paper  link

29 June 2021
arXiv, Sungroh Yoon

Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation

Jungbeom Lee, Eunji Kim, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, USA, June 2021.
paper  link  arXiv  github

25 June 2021
Conference, Sungroh Yoon

XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations

Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Oral Presentation, Nashville, USA, June 2021.
paper  link  arXiv  

25 June 2021
Conference, Sungroh Yoon

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