Gradient Masking of Label Smoothing in Adversarial Robustness

Hyungyu Lee, Ho Bae, Sungroh Yoon, IEEE Access, vol. 9, pp. 6453-6464, January 2021.
paper  link

14 January 2021
Journal, Sungroh Yoon

Towards fast and accurate object detection in bio-inspired spiking neural networks through Bayesian optimization

Seijoon Kim, Seongsik Park, Byunggook Na, Jongwan Kim, Sungroh Yoon, IEEE Access, vol. 9, pp. 2633-2643, January 2021.
paper  link

06 January 2021
Journal, Sungroh Yoon

Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering

Seongsik Park, Jaehee Jang, Seijoon Kim, Byunggook Na, Sungroh Yoon, IEEE Transactions on Very Large Scale (VLSI) Integration Systems, vol. 29, no. 1, pp. 162-175, January 2021.
paper  link

03 January 2021
Journal, Sungroh Yoon

Development and validation of a next-generation sequencing-based multigene assay to predict the prognosis of estrogen receptor-positive, HER2-negative breast cancer

Han-Byoel Lee, Sae Byul Lee, Minsu Kim, Sunyoung Kwon, Jeonghee Jo, Jinkyoung Kim, Hee Jin Lee, Han Suk Ryu, Jong Won Lee, Chungyeul Kim, Jaehwan Jeong, Hyoki Kim, Dong-Young Noh, In-Ae Park, Sei Hyun Ahn, Sun Kim, Sungroh Yoon, Aeree Kim, Wonshik Han, Clinical Cancer Research, vol. 26, no. 24, pp. 6513-6522, December 2020.
paper  link

15 December 2020
Journal, Sungroh Yoon

Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search

Jaehyeon Kim, Sungwon Kim, Jungil Kong, Sungroh Yoon, in Proceedings of Neural Information Processing Systems (NeurIPS), Oral Presentation, December 2020.
preprint  link  arXiv  code

06 December 2020
Conference, Sungroh Yoon

NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity

Sang-gil Lee, Sungwon Kim, Sungroh Yoon, in Proceedings of Neural Information Processing Systems (NeurIPS), December 2020.
preprint  link  arXiv

06 December 2020
Conference, Sungroh Yoon

Interpretation of NLP models through input marginalization

Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon, in Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP), November 2020.
preprint  link  arXiv  

16 November 2020
Conference, Sungroh Yoon

Prediction of the sequence-specific cleavage activity of Cas9 variants

Nahye Kim, Hui Kwon Kim, Sungtae Lee, Jung Hwa Seo, Jae Woo Choi, Jinman Park, Seonwoo Min, Sungroh Yoon, Sung-Rae Cho, Hyongbum Henry Kim, Nature Biotechnology, vol. 38, no. 11, pp. 1328-1336, November 2020.
paper  link

01 November 2020
Journal, Sungroh Yoon

Momentum Contrast Speaker Representation Learning

Jangho Lee, Jaihyun Koh, Sungroh Yoon, arXiv:2010.11457 [eess.AS], June 2020.
paper  link

22 October 2020
arXiv, Sungroh Yoon

Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation

Jihun Yi, Sungroh Yoon, in Proceedings of Asian Conference on Computer Vision (ACCV), November 2020.
preprint  link  arXiv

17 September 2020
Conference, Sungroh Yoon

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