Deep learning-based distortion sensitivity prediction for full-reference image quality assessment S Ahn, Y Choi, K Yoon
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
33 2021 Contrastive multiview coding with electro-optics for SAR semantic segmentation K Cha, J Seo, Y Choi
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021
27 2021 RAIN-F: A fusion dataset for rainfall prediction using convolutional neural network Y Choi, K Cha, M Back, H Choi, T Jeon
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 7145 …, 2021
17 2021 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 HPC cluster-based user-defined data integration platform for deep learning in geoscience applications G Li, Y Choi
Computers and Geosciences 155, 2021
10 2021 RAIN-F+: the data-driven precipitation prediction model for integrated weather observations Y Choi, K Cha, M Back, H Choi, T Jeon
Remote Sensing 13 (18), 3627, 2021
10 2021 Rain-type classification from microwave satellite observations using deep neural network segmentation Y Choi, S Kim
IEEE Geoscience and Remote Sensing Letters 18 (12), 2137-2141, 2020
10 2020 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 Intermediate and future frame prediction of geostationary satellite imagery with warp and refine network M Seo, Y Choi, H Ry, H Park, H Bae, H Lee, W Seo
arXiv preprint arXiv:2303.04405, 2023
6 2023 Passive Microwave Precipitation Retrieval Algorithm With Y Choi, DB Shin, J Kim, M Joh
IEEE Transactions on Geoscience and Remote Sensing 58 (4), 2366-2382, 2019
6 2019 Assessment of WRF microphysics schemes in simulation of extreme precipitation events based on microwave radiative signatures Y Choi, DB Shin, M Joh
International Journal of Remote Sensing 39 (23), 8527-8551, 2018
6 2018 Method Of Predicting Amount Of Precipitation Based On Deep Learning C Yeji
US Patent App. 17/672,431, 2022
5 2022 Effects of the three-dimensional hydrometeor distributions of precipitating clouds on passive microwave rainfall estimations SW Kim, DB Shin, Y Choi
IEEE Transactions on Geoscience and Remote Sensing 54 (4), 1957-1966, 2015
5 2015 Deterministic guidance diffusion model for probabilistic weather forecasting D Yoon, M Seo, D Kim, Y Choi, D Cho
arXiv preprint arXiv:2312.02819, 2023
4 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 Explainable AI-Based Interface System for Weather Forecasting Model S Kim, J Choi, Y Choi, S Lee, A Stitsyuk, M Park, S Jeong, YH Baek, ...
International Conference on Human-Computer Interaction, 101-119, 2023
1 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 Method For Classification Of Precipitation Type Based On Deep Learning C Yeji
US Patent App. 17/580,286, 2022
1 2022