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Uiwon Hwang
Uiwon Hwang
Assistant Professor, Division of Digital Healthcare, Yonsei University - Mirae Campus
Verified email at yonsei.ac.kr - Homepage
Title
Cited by
Cited by
Year
How generative adversarial networks and their variants work: An overview
Y Hong, U Hwang, J Yoo, S Yoon
ACM Computing Surveys (CSUR) 52 (1), 1-43, 2019
4312019
PuVAE: A variational autoencoder to purify adversarial examples
U Hwang, J Park, H Jang, S Yoon, NI Cho
IEEE Access 7, 126582-126593, 2019
1012019
Reinforcement learning based recommender system using biclustering technique
S Choi, H Ha, U Hwang, C Kim, JW Ha, S Yoon
arXiv preprint arXiv:1801.05532, 2018
942018
HexaGAN: Generative Adversarial Nets for Real World Classification
U Hwang, D Jung, S Yoon
International Conference on Machine Learning (ICML), 2019
592019
A SeqGAN for polyphonic music generation
S Lee, U Hwang, S Min, S Yoon
arXiv preprint arXiv:1710.11418, 2017
45*2017
Disease prediction from electronic health records using generative adversarial networks
U Hwang, S Choi, S Yoon
arXiv preprint arXiv:1711.04126, 2017
40*2017
Entropy is not Enough for Test-time Adaptation: From the Perspective of Disentangled Factors
J Lee, D Jung, S Lee, J Park, J Shin, U Hwang, S Yoon
International Conference on Learning Representations (ICLR) (Spotlight), 2024
242024
Deep trustworthy knowledge tracing
H Ha, U Hwang, Y Hong, J Jang, S Yoon
arXiv preprint arXiv:1805.10768, 2018
222018
Learn2Evade: Learning-based generative model for evading PDF malware classifiers
H Bae, Y Lee, Y Kim, U Hwang, S Yoon, Y Paek
IEEE Transactions on Artificial Intelligence 2 (4), 299-313, 2021
162021
SF(DA): Source-free Domain Adaptation Through the Lens of Data Augmentation
U Hwang, J Lee, J Shin, S Yoon
International Conference on Learning Representations (ICLR), 2024
142024
Real-world prediction of preclinical Alzheimer’s disease with a deep generative model
U Hwang, SW Kim, D Jung, SW Kim, H Lee, SW Seo, JK Seong, S Yoon, ...
Artificial Intelligence in Medicine 144, 102654, 2023
82023
Deep learning-assisted active noise control in a time-varying environment
S Im, S Kim, S Woo, I Jang, T Han, U Hwang, WS Ohm, M Lee
Journal of Mechanical Science and Technology 37 (3), 1189-1196, 2023
82023
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation
Y Oh, J Lee, J Choi, D Jung, U Hwang, S Yoon
European Conference on Computer Vision (ECCV), 2024
62024
Stein Latent Optimization for Generative Adversarial Networks
U Hwang, H Kim, D Jung, H Jang, H Lee, S Yoon
International Conference on Learning Representations (ICLR), 2022
32022
Improving Diffusion-Based Generative Models via Approximated Optimal Transport
D Kim, J Choi, C Shin, U Hwang, S Yoon
arXiv preprint arXiv:2403.05069, 2024
22024
Membership Privacy-preserving GAN
H Ha, U Hwang, J Jang, H Bae, S Yoon
British Machine Vision Conference (BMVC), 2022
22022
Gradient Alignment with Prototype Feature for Fully Test-time Adaptation
J Shin, J Lee, S Lee, M Park, D Lee, U Hwang, S Yoon
arXiv preprint arXiv:2402.09004, 2024
12024
Adversarial Defense on Harmony: Reverse Attack for Robust Models Against Adversarial Attacks
Y Kim, J Jung, H Kim, H So, Y Ko, A Shrivastava, K Lee, U Hwang
IEEE Access, 2024
2024
의료 인공지능 기술 및 보험제도 개선 동향
김예영， 황의원
한국정보과학회 학술발표논문집, 2084-2086, 2024
2024
A Trend of Source-free Domain Adaptation
U Hwang
Proceedings of the Korea Information Processing Society Conference, 888-890, 2024
2024
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