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BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation

Jungbeom Lee, Jihun Yi, Chaehun Shin, Sungroh Yoon, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, USA, June 2021.
paper link arXiv

25 June 2021

Conference, Sungroh Yoon

Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding

Seongsik Park, Sungroh Yoon, arXiv:2106.02568 [cs.NE], June 2021.
paper link

07 June 2021

arXiv, Sungroh Yoon

MUGAN: Multi-GPU Accelerated AmpliconNoise Server for Rapid Microbial Diversity Assessment

Byunghan Lee, Hyeyoung Min, and Sungroh Yoon, Bioinformatics, vol. 37, no. 11, pp. 1562-1570, June 2021.
paper link

01 June 2021

Byunghan Lee, Hyeyoung Min, Journal, Sungroh Yoon

Personalized Face Authentication Based on Few-Shot Meta-Learning

Chaehun Shin, Jangho Lee, Byunggook Na, Sungroh Yoon, in Proceedings of the 2021 IEEE International Conference on Image Processing (ICIP), Alaska, USA, September 2021.
preprint link

23 May 2021

Conference, Sungroh Yoon

Protein transfer learning improves identification of heat shock protein families

Seonwoo Min, HyunGi Kim, Byunghan Lee, Sungroh Yoon, PLOS One, vol. 16, no. 5, pp. 1-14, May 2021.
paper link

18 May 2021

Journal, Sungroh Yoon

Removing Undesirable Feature Contributions Using Out-of-Distribution Data

Saehyung Lee, Changhwa Park, Hyungyu Lee, Jihun Yi, Jonghyun Lee, Sungroh Yoon, in Proceedings of International Conference on Learning Representations (ICLR), May 2021.
preprint link arXiv

04 May 2021

Conference, Sungroh Yoon

Learned embeddings from deep learning to visualize and predict protein sets

Christian Dallago, Konstantin Schütze, Michael Heinzinger, Tobias Olenyi, Maria Littmann, Amy X Lu, Kevin K Yang, Seonwoo Min, Sungroh Yoon, James T Morton, Burkhard Rost, Current Protocols, vol. 1, no. 5, p. e113, May 2021.
paper link

01 May 2021

Journal, Sungroh Yoon

Predicting the efficiency of prime-editing guide RNAs in human cells

Hui Kwon Kim, GooSang Yu, Jinman Park, Seonwoo Min, Sungtae Lee, Sungroh Yoon, Hyongbum Henry Kim, Nature Biotechnology, vol. 39, pp. 198-206, February 2021.
paper link

28 February 2021

Journal, Sungroh Yoon

Recording of elapsed time and temporal information about biological events using Cas9

Jihye Park, Jung Min Lim, Seok Jae Heo, Jinman Park, Yoojin Chang, Hui Kwon Kim, Dongmin Jung, Ji Hea Yu, Seonwoo Min, Sungroh Yoon, Sung-Rae Cho , Inkyung Jung, Taeyoung Park , Hyongbum Henry Kim, Cell, vol. 184, no. 4, pp. 1047-1063.e23, February 2021.
paper link

18 February 2021

Journal, Sungroh Yoon

Single-Image Deblurring with Neural Networks: A Comparative Survey

Jaihyun Koh, Jangho Lee, Sungroh Yoon, Computer Vision and Image Understanding, vol. 203, p. 103134, February 2021.
paper link

15 February 2021

Journal, Sungroh Yoon

BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation

Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding

MUGAN: Multi-GPU Accelerated AmpliconNoise Server for Rapid Microbial Diversity Assessment

Personalized Face Authentication Based on Few-Shot Meta-Learning

Protein transfer learning improves identification of heat shock protein families

Removing Undesirable Feature Contributions Using Out-of-Distribution Data

Learned embeddings from deep learning to visualize and predict protein sets

Predicting the efficiency of prime-editing guide RNAs in human cells

Recording of elapsed time and temporal information about biological events using Cas9

Single-Image Deblurring with Neural Networks: A Comparative Survey

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