| Implicit stacked autoregressive model for video prediction M Seo, H Lee, D Kim, J Seo arXiv preprint arXiv:2303.07849, 2023 | 21 | 2023 |
| 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 | 12 | 2023 |
| 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 |
| 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 | 8 | 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 | 5 | 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 | 3 | 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 | 3 | 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 | 1 | 2023 |
| Data-driven Precipitation Nowcasting Using Satellite Imagery YJ Park, D Kim, M Seo, HG Jeon, Y Choi arXiv preprint arXiv:2412.11480, 2024 | | 2024 |
| Generation of Rainfall Maps from Satellite Images Using Deep Learning Y Lim, HJ Jeong, YJ Moon, Y Choi, D Kim, J Kim 한국기상학회 학술대회 논문집, 151-151, 2024 | | 2024 |
| Masked Autoregressive Model for Weather Forecasting D Kim, M Seo, H Lee, J Seo arXiv preprint arXiv:2409.20117, 2024 | | 2024 |
| 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 | | 2024 |
| ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting D Kim, M Seo, Y Choi arXiv preprint arXiv:2406.04678, 2024 | | 2024 |
| Prototype-oriented Unsupervised Change Detection for Disaster Management Y Oh, M Seo, D Kim, J Seo arXiv preprint arXiv:2310.09759, 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 |