Implicit stacked autoregressive model for video prediction M Seo, H Lee, D Kim, J Seo arXiv preprint arXiv:2303.07849, 2023 | 7 | 2023 |
Domain generalization strategy to train classifiers robust to spatial-temporal shift M Seo, D Kim, S Shin, E Kim, S Ahn, Y Choi arXiv preprint arXiv:2212.02968, 2022 | 7 | 2022 |
Simple baseline for weather forecasting using spatiotemporal context aggregation network M Seo, D Kim, S Shin, E Kim, S Ahn, Y Choi arXiv preprint arXiv:2212.02952, 2022 | 7 | 2022 |
Weather4cast at neurips 2022: Super-resolution rain movie prediction under spatio-temporal shifts A Gruca, F Serva, L Lliso, P Rípodas, X Calbet, P Herruzo, J Pihrt, ... NeurIPS 2022 Competition Track, 292-313, 2023 | 5 | 2023 |
Improved Flood Insights: Diffusion-Based SAR to EO Image Translation M Seo, Y Oh, D Kim, D Kang, Y Choi arXiv preprint arXiv:2307.07123, 2023 | 2 | 2023 |
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting D Yoon, M Seo, D Kim, Y Choi, D Cho arXiv preprint arXiv:2312.02819, 2023 | | 2023 |
IMPLICIT STACKED AUTOREGRESSIVE MODEL FOR WEATHER FORECASTING M Seo, H Lee, D Kim, J Seo | | 2023 |
Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data YJ Park, M Seo, D Kim, H Kim, S Choi, B Choi, J Ryu, S Son, HG Jeon, ... The Twelfth International Conference on Learning Representations, 2023 | | 2023 |
Unsupervised Clustering of Geostationary Satellite Cloud Properties for Estimating Precipitation Probabilities of Tropical Convective Clouds D Kim, HJ Kim, YS Choi Journal of Applied Meteorology and Climatology 62 (8), 1083-1094, 2023 | | 2023 |
Forecasting and Tracking Convective Clouds based on the Deep Learning Method using Geostationary Satellite Imageries D Kim, Y Choi, E Cho, S Shin, J Ryu, H Jeong 103rd AMS Annual Meeting, 2023 | | 2023 |
Short-term forecasting of typhoon rainfall with a deep-learning-based disaster monitoring model D Kim, Y Choi, M Seo, S Shin, HJ Jeong Environmental Data Science 2, e28, 2023 | | 2023 |