Category / Sungroh Yoon

TargetNet: Functional microRNA Target Prediction with Deep Neural Networks

Seonwoo Min, Byunghan Lee, Sungroh Yoon, Bioinformatics, vol. 38, no. 3, pp. 671-677, February 2022.
paper  link

01 February 2022
Journal, Sungroh Yoon

Prediction of clinically significant prostate cancer using polygenic risk models in Asians

Sang Hun Song, Eunae Kim, Eunjin Woo, Eunkyung Kwon, Sungroh Yoon, Jung Kwon Kim, Hakmin Lee, Jong Jin Oh, Sangchul Lee, Sung Kyu Hong, Seok-Soo Byun, Investigative and Clinical Urology, vol. 63, no. 1, pp. 42-52, January 2022.
paper  link

10 January 2022
Journal, Sungroh Yoon

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation

Jungbeom Lee, Jooyoung Choi, Jisoo Mok, Sungroh Yoon, in Proceedings of the Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2021.
preprint  link  arXiv  code

06 December 2021
Conference, Sungroh Yoon

Noise-Robust Deep Spiking Neural Networks with Temporal Information

Seongsik Park, Dongjin Lee, Sungroh Yoon, in Proceedings of Design Automation Conference (DAC), San Francisco, USA, December 2021.
preprint  link  arXiv

05 December 2021
Conference, Sungroh Yoon

NASCUP: Nucleic Acid Sequence Classification by Universal Probability

Sunyoung Kwon, Gyuwan Kim, Byunghan Lee, Jongsik Chun, Sungroh Yoon, and Young-Han Kim, IEEE Access, in press. [A preliminary version appeared in 2016 RECOMB-Seq (Massively Parallel Sequencing), Los Angeles, USA, April 2016]
preprint  suppl  arXiv

01 December 2021
-NASCUP, Byunghan Lee, Gyuwan Kim, Journal, Sungroh Yoon, Sunyoung Kwon

Variance-stationary Differentiable NAS

Hyeokjun Choe, Byunggook Na, Jisoo Mok, Sungroh Yoon, in Proceedings of the British Machine Vision Conference (BMVC), Virtual, November 2021.
preprint  link  

22 November 2021
Conference, Sungroh Yoon

AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate

Jongyoon Song, Sungwon Kim, Sungroh Yoon, in Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), Punta Cana, Dominican Republic, November 2021.
preprint  link

07 November 2021
Conference, Sungroh Yoon

ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon, in Proceedings of International Conference on Computer Vision (ICCV), Oral Presentation, Virtual, October 2021.
preprint  link  arXiv  github

11 October 2021
Conference, Sungroh Yoon

AdvRush: Searching for Adversarially Robust Neural Architectures

Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon, in Proceedings of International Conference on Computer Vision (ICCV), Virtual, October 2021.
preprint  link  arXiv

11 October 2021
Conference, Sungroh Yoon

Toward Spatially Unbiased Generative Models

Jooyoung Choi, Jungbeom Lee, Yonghyun Jeong, Sungroh Yoon, in Proceedings of International Conference on Computer Vision (ICCV), Virtual, October 2021.
preprint  link  arXiv  github

11 October 2021
Conference, Sungroh Yoon

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