Minimal Width for Universal Property of Deep RNN C Song, G Hwang, J Lee, M Kang Journal of Machine Learning Research 24, 1-41, 2023 | 6* | 2023 |
Candidate point selection using a self-attention mechanism for generating a smooth volatility surface under the SABR model H Kim, K Park, J Jeon, C Song, J Bae, Y Kim, M Kang Expert Systems with Applications 173, 114640, 2021 | 6 | 2021 |
ReSDF: Redistancing implicit surfaces using neural networks Y Park, C hoon Song, J Hahn, M Kang Journal of Computational Physics 502, 112803, 2024 | 4 | 2024 |
Volume-sharing Multi-aperture Imaging (VMAI): A Potential Approach for Volume Reduction for Space-borne Imagers JH Lee, SG Han, S Ju, TK Lee, CH Song, M Kang, S Kim, S Seong Current Optics and Photonics 7 (5), 545-556, 2023 | 1 | 2023 |
MULTI-APERTURE IMAGE PROCESSING USING DEEP LEARNING GEONHO HWANG, CHANG HOON SONG, TAE KYUNG LEE, HOJUN NA, MYUNGJOO KANG Journal of the Korean Society for Industrial and Applied Mathematics 27 (1 ¡¦, 2023 | 1 | 2023 |
Beyond Derivative Pathology of PINNs: Variable Splitting Strategy with Convergence Analysis Yesom Park, Changhoon Song, Myungjoo Kang arxiv, 2024 | | 2024 |
Learning PDE Solution Operator for Continuous Modeling of Time-Series Yesom Park, Jaemoo Choi, Changyeon Yoon, Chang hoon Song, Myungjoo Kang Arxiv, 2023 | | 2023 |
How does PDE order affect the convergence of PINNs? C hoon Song, Y Park, M Kang The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0 | | |