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Doyi Kim
Doyi Kim
SI Analytics
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Implicit stacked autoregressive model for video prediction
M Seo, H Lee, D Kim, J Seo
arXiv preprint arXiv:2303.07849, 2023
72023
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
72022
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
72022
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
52023
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
22023
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
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