348 citations
- Seoul National UniversityKR10 papers
- University of SuwonKR7 papers
- Leibniz Institute for Solid State and Materials ResearchDE5 papers
- Technische Universität DresdenDE5 papers
- University of SeoulKR5 papers
- Chung-Ang UniversityKR4 papers
- Complexity and Topology in Quantum MatterDE4 papers
- Sungkyunkwan UniversityKR4 papers
- Lomonosov Moscow State UniversityRU3 papers
- Pohang University of Science and TechnologyKR3 papers
- Korea Advanced Institute of Science and TechnologyKR2 papers
- Korea Institute of Materials ScienceKR2 papers
Showing 2024Show all
3 papers · 1 filter
cs.LG2024★ 9 cited
Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise Filtering
Sungchul Hong, Seunghwan An, Jong-June Jeon
Recent advances in a generative neural network model extend the development of data augmentation methods. However, the augmentation methods based on the modern generative models fa…
cs.AI2024★ 3 cited
Unicorn: U-Net for Sea Ice Forecasting with Convolutional Neural Ordinary Differential Equations
Jaesung Park, Sungchul Hong, Yoonseo Cho +1
Sea ice at the North Pole is vital to global climate dynamics. However, accurately forecasting sea ice poses a significant challenge due to the intricate interaction among multiple…
cond-mat.str-el2024★ 9 cited
Probing quantum criticality in ferromagnetic CeRh6Ge4
S. M. Thomas, S. Seo, T. Asaba +4
CeRhGe is unusual in that its ferromagnetic transition can be suppressed continuously to zero temperature, i.e., to a ferromagnetic quantum-critical point (QCP), through th…