| Implicit stacked autoregressive model for video prediction M Seo, H Lee, D Kim, J Seo arXiv preprint arXiv:2303.07849, 2023 | 30 | 2023 |
| Probabilistic weather forecasting with deterministic guidance-based diffusion model D Yoon, M Seo, D Kim, Y Choi, D Cho European Conference on Computer Vision, 108-124, 2024 | 20* | 2024 |
| 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 | 20 | 2023 |
| Improved Flood Insights: Diffusion-Based SAR-to-EO Image Translation M Seo, J Jung, DG Choi Remote Sensing 17 (13), 2260, 2025 | 16 | 2025 |
| 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 | 12 | 2022 |
| 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 | 11 | 2022 |
| 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 | 8 | 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 | 5 | 2023 |
| Data-driven Precipitation Nowcasting Using Satellite Imagery YJ Park, D Kim, M Seo, HG Jeon, Y Choi Proceedings of the AAAI Conference on Artificial Intelligence 39 (27), 28284 …, 2025 | 4 | 2025 |
| Prototype-oriented Unsupervised Change Detection for Disaster Management Y Oh, M Seo, D Kim, J Seo arXiv preprint arXiv:2310.09759, 2023 | 4 | 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 | 4 | 2023 |
| Masked autoregressive model for weather forecasting D Kim, M Seo, H Lee, J Seo arXiv preprint arXiv:2409.20117, 2024 | 2 | 2024 |
| ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting D Kim, M Seo, Y Choi arXiv preprint arXiv:2406.04678, 2024 | 1 | 2024 |
| 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 American Meteorological Society Meeting Abstracts 103, 11B. 5, 2023 | | 2023 |
Minseok SeoKAISTVerified email at kaist.ac.kr
Minseok SeoKAISTVerified email at kaist.ac.kr
Yeji ChoiDI Lab Inc.Verified email at dilab.kr