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Sangwoong Yoon
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Cited by
Year
Deep-hurricane-tracker: Tracking and forecasting extreme climate events
S Kim, H Kim, J Lee, S Yoon, SE Kahou, K Kashinath, M Prabhat
2019 IEEE winter conference on applications of computer vision (WACV), 1761-1769, 2019
1072019
Autoencoding under normalization constraints
S Yoon, YK Noh, F Park
International Conference on Machine Learning, 12087-12097, 2021
432021
Image-to-image retrieval by learning similarity between scene graphs
S Yoon, WY Kang, S Jeon, SE Lee, C Han, J Park, ES Kim
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10718 …, 2021
382021
Collision detection for robot manipulators using unsupervised anomaly detection algorithms
KM Park, Y Park, S Yoon, FC Park
IEEE/ASME Transactions on Mechatronics 27 (5), 2841-2851, 2021
272021
Regularized autoencoders for isometric representation learning
LEE Yonghyeon, S Yoon, M Son, FC Park
International Conference on Learning Representations, 2021
272021
Ensemble method for unsupervised anomalous sound detection
J Park, S Yoon, Y Lee, M Son, FC Park
Advances in neural information processing systems 24, 2011
102011
Classification of impinging jet flames using convolutional neural network with transfer learning
M Lee, S Yoon, J Kim, Y Wang, K Lee, FC Park, CH Sohn
Journal of Mechanical Science and Technology 36 (3), 1547-1556, 2022
92022
컨볼루션 신경망 기반 대용량 텍스트 데이터 분류 기술
조휘열, 김진화, 윤상웅, 김경민, 장병탁
한국정보과학회 학술발표논문집, 792-794, 2015
82015
Deep-hurricane-tracker: Tracking and forecasting extreme climate events. 2019 IEEE Winter Conf. on Applications of Computer Vision, Waikoloa, HI
S Kim, H Kim, J Lee, S Yoon, SE Kahou, K Kashinath, M Prabhat
Ieee, 1761
61761
Data-driven constitutive model of complex fluids using recurrent neural networks
H Jin, S Yoon, FC Park, KH Ahn
Rheologica Acta 62 (10), 569-586, 2023
42023
Energy-based models for anomaly detection: A manifold diffusion recovery approach
S Yoon, YU Jin, YK Noh, F Park
Advances in Neural Information Processing Systems 36, 49445-49466, 2023
32023
Evaluating out-of-distribution detectors through adversarial generation of outliers
S Yoon, J Choi, Y Lee, YK Noh, FC Park
arXiv preprint arXiv:2208.10940, 2022
22022
Interpretable feature selection using local information for credit assessment
S Yoon, Y Song, KC Bureau, M Kim, FC Park, YK Noh
nIPS 2018 Workshop on Challenges and Opportunities for AI in Financial …, 2018
12018
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
S Yoon, H Hwang, D Kwon, YK Noh, FC Park
arXiv preprint arXiv:2407.00626, 2024
2024
Glycolysis in hepatic stellate cells coordinates fibrogenic extracellular vesicle release spatially to amplify liver fibrosis
S Khanal, Y Liu, AO Bamidele, AQ Wixom, AM Washington, ...
Science Advances 10 (26), eadn5228, 2024
2024
Variational weighting for kernel density ratios
S Yoon, F Park, G Yun, I Kim, YK Noh
Advances in Neural Information Processing Systems 36, 2024
2024
Generalized Contrastive Divergence: Joint Training of Energy-Based Model and Diffusion Model through Inverse Reinforcement Learning
S Yoon, D Kwon, H Hwang, YK Noh, FC Park
arXiv preprint arXiv:2312.03397, 2023
2023
Tracking and Predicting Extreme Climate Events
SK Kim, S Yoon, J Lee, S Kahou, H Kim, K Kashinath, M Prabhat
AGU Fall Meeting Abstracts 2018, IN13C-0683, 2018
2018
Adaptive Bayesian Optimization for Organic Material Screening
윤상웅
서울대학교 대학원, 2016
2016
Suppressing Outlier Reconstruction in Autoencoders for Out-of-Distribution Detection
S Yoon, YK Noh, FC Park
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Articles 1–20