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2020 – today
- 2024
[c9]Young-Jae Park, Minseok Seo, Doyi Kim, Hyeri Kim, Sanghoon Choi, Beomkyu Choi, Jeongwon Ryu, Sohee Son, Hae-Gon Jeon, Yeji Choi:
Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data. ICLR 2024- [c8]Hyunsung Kim, Yeji Choi, JeongJun Park, Lusungu Josh Mwasinga, Hyunseung Choo:
Federated Learning-Driven Edge AI for Enhanced Mobile Traffic Prediction. NOMS 2024: 1-4 - [i9]Young-Jae Park, Minseok Seo, Doyi Kim, Hyeri Kim, Sanghoon Choi, Beomkyu Choi, Jeongwon Ryu, Sohee Son, Hae-Gon Jeon, Yeji Choi:
Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data. CoRR abs/2401.15726 (2024) - [i8]Doyi Kim, Minseok Seo, Yeji Choi:
ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting. CoRR abs/2406.04678 (2024) - 2023
- [c7]Soyeon Kim
, Junho Choi, Yeji Choi, Subeen Lee, Artyom Stitsyuk, Minkyoung Park, Seongyeop Jeong, You-Hyun Baek, Jaesik Choi:
Explainable AI-Based Interface System for Weather Forecasting Model. HCI (53) 2023: 101-119 - [c6]Yeji Choi, Kwanghoon Sohn, Ig-Jae Kim:
Face Photo-Sketch Synthesis Via Domain-Invariant Feature Embedding. ICIP 2023: 66-70 - [i7]Minseok Seo, Yeji Choi, Hyungon Ry, Heesun Park, Hyungkun Bae, Hyesook Lee, Wanseok Seo:
Intermediate and Future Frame Prediction of Geostationary Satellite Imagery With Warp and Refine Network. CoRR abs/2303.04405 (2023) - [i6]Minseok Seo, Youngtack Oh, Doyi Kim, Dongmin Kang, Yeji Choi:
Improved Flood Insights: Diffusion-Based SAR to EO Image Translation. CoRR abs/2307.07123 (2023) - [i5]Donggeun Yoon, Minseok Seo, Doyi Kim, Yeji Choi, Donghyeon Cho:
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting. CoRR abs/2312.02819 (2023) - 2022
- [j11]Tahesin Samira Delwar, Abrar Siddique, Manas Ranjan Biswal, Prangyadarsini Behera, Ahmed Nabih Zaki Rashed, Yeji Choi, Jee-Youl Ryu:
A novel dual mode configurable and tunable high-gain, high-efficient CMOS power amplifier for 5G applications. Integr. 83: 77-87 (2022) - [j10]Keumgang Cha, Junghoon Seo, Yeji Choi:
Contrastive Multiview Coding With Electro-Optics for SAR Semantic Segmentation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j9]Tahesin Samira Delwar, Abrar Siddique, Manas Ranjan Biswal, Prangyadarsini Behera, Yeji Choi, Jee-Youl Ryu:
A 65 nm Duplex Transconductance Path Up-Conversion Mixer for 24 GHz Automotive Short-Range Radar Sensor Applications. Sensors 22(2): 594 (2022) - [j8]Prangyadarsini Behera, Abrar Siddique, Tahesin Samira Delwar, Manas Ranjan Biswal, Yeji Choi, Jee-Youl Ryu:
A Novel 65 nm Active-Inductor-Based VCO with Improved Q-Factor for 24 GHz Automotive Radar Applications. Sensors 22(13): 4701 (2022) - [j7]Manas Ranjan Biswal, Tahesin Samira Delwar, Abrar Siddique, Prangyadarsini Behera, Yeji Choi, Jee-Youl Ryu:
Pattern Classification Using Quantized Neural Networks for FPGA-Based Low-Power IoT Devices. Sensors 22(22): 8694 (2022) - [i4]Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi:
Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network. CoRR abs/2212.02952 (2022) - [i3]Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi:
Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift. CoRR abs/2212.02968 (2022) - 2021
- [j6]Guohua Li, Yeji Choi:
HPC cluster-based user-defined data integration platform for deep learning in geoscience applications. Comput. Geosci. 155: 104868 (2021) - [j5]Yeji Choi, Seongchan Kim:
Rain-Type Classification From Microwave Satellite Observations Using Deep Neural Network Segmentation. IEEE Geosci. Remote. Sens. Lett. 18(12): 2137-2141 (2021) - [j4]Yeji Choi, Keumgang Cha, Minyoung Back, Hyunguk Choi, Taegyun Jeon:
RAIN-F+: The Data-Driven Precipitation Prediction Model for Integrated Weather Observations. Remote. Sens. 13(18): 3627 (2021) - [c5]Sewoong Ahn, Yeji Choi, Kwangjin Yoon:
Deep Learning-Based Distortion Sensitivity Prediction for Full-Reference Image Quality Assessment. CVPR Workshops 2021: 344-353 - [c4]Yeji Choi, Keumgang Cha, Minyoung Back, Hyunguk Choi, Taegyun Jeon:
Rain-F: A Fusion Dataset for Rainfall Prediction Using Convolutional Neural Network. IGARSS 2021: 7145-7148 - [c3]Aleksandra Gruca, Federico Serva, Llorenç Lliso, Pilar Rípodas, Xavier Calbet, Pedro Herruzo, Jirí Pihrt, Rudolf Raevskiy, Petr Simánek, Matej Choma, Yang Li, Haiyu Dong, Yury Belousov, Sergey Polezhaev, Brian Pulfer, Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi, Jinyoung Park, Minseok Son, Seungju Cho, Inyoung Lee, Changick Kim, Taehyeon Kim, Shinhwan Kang, Hyeonjeong Shin, Deukryeol Yoon, Seongha Eom, Kijung Shin, Se-Young Yun, Bertrand Le Saux, Michael K. Kopp, Sepp Hochreiter, David P. Kreil:
Weather4cast at NeurIPS 2022: Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts. NeurIPS (Competition and Demos) 2021: 292-313 - [i2]Yeji Choi, Hyunjung Park, Gi Pyo Nam, Haksub Kim, Heeseung Choi, Junghyun Cho, Ig-Jae Kim:
K-FACE: A Large-Scale KIST Face Database in Consideration with Unconstrained Environments. CoRR abs/2103.02211 (2021) - [i1]Keumgang Cha, Junghoon Seo, Yeji Choi:
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation. CoRR abs/2109.00120 (2021) - 2020
- [j3]Hyunki Lim, Heeseung Choi, Yeji Choi, Ig-Jae Kim:
Memetic algorithm for multivariate time-series segmentation. Pattern Recognit. Lett. 138: 60-67 (2020) - [j2]Yeji Choi, Dong-Bin Shin, Jiseob Kim, Minsu Joh:
Passive Microwave Precipitation Retrieval Algorithm With $A~Priori$ Databases of Various Cloud Microphysics Schemes: Tropical Cyclone Applications. IEEE Trans. Geosci. Remote. Sens. 58(4): 2366-2382 (2020) - [c2]Yeji Choi, Hyunki Lim, Heeseung Choi, Ig-Jae Kim:
GAN-Based Anomaly Detection and Localization of Multivariate Time Series Data for Power Plant. BigComp 2020: 71-74
2010 – 2019
- 2016
- [j1]Sung-Woo Kim, Dong-Bin Shin, Yeji Choi:
Effects of the Three-Dimensional Hydrometeor Distributions of Precipitating Clouds on Passive Microwave Rainfall Estimations. IEEE Trans. Geosci. Remote. Sens. 54(4): 1957-1966 (2016) - [c1]Dong-Bin Shin, Yeji Choi:
Considering multi-viewing directions to improve precipitation retrieval performance from off-nadir viewing passive microwave radiometers. IGARSS 2016: 617-618
Coauthor Index
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