Yeji Choi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 29

Top Topics

Weather Forecasting

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

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 (2024)
Doyi Kim, Minseok Seo, Yeji Choi
ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting. CoRR (2024)
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)
Hyunsung Kim, Yeji Choi, JeongJun Park, Lusungu Josh Mwasinga, Hyunseung Choo
Federated Learning-Driven Edge AI for Enhanced Mobile Traffic Prediction. NOMS (2024)
Yeji Choi, Kwanghoon Sohn, Ig-Jae Kim
Face Photo-Sketch Synthesis Via Domain-Invariant Feature Embedding. ICIP (2023)
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)
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 (2023)
Donggeun Yoon, Minseok Seo, Doyi Kim, Yeji Choi, Donghyeon Cho
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting. CoRR (2023)
Minseok Seo, Youngtack Oh, Doyi Kim, Dongmin Kang, Yeji Choi
Improved Flood Insights: Diffusion-Based SAR to EO Image Translation. CoRR (2023)
Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi
Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network. CoRR (2022)
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) (2022)
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) (2022)
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) (2022)
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 (2022)
Minseok Seo, Doyi Kim, Seungheon Shin, Eunbin Kim, Sewoong Ahn, Yeji Choi
Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift. CoRR (2022)
Keumgang Cha, Junghoon Seo, Yeji Choi
Contrastive Multiview Coding With Electro-Optics for SAR Semantic Segmentation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
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 (2021)
Yeji Choi, Keumgang Cha, Minyoung Back, Hyunguk Choi, Taegyun Jeon
Rain-F: A Fusion Dataset for Rainfall Prediction Using Convolutional Neural Network. IGARSS (2021)
Guohua Li, Yeji Choi
HPC cluster-based user-defined data integration platform for deep learning in geoscience applications. Comput. Geosci. 155 (2021)
Sewoong Ahn, Yeji Choi, Kwangjin Yoon
Deep Learning-Based Distortion Sensitivity Prediction for Full-Reference Image Quality Assessment. CVPR Workshops (2021)
Keumgang Cha, Junghoon Seo, Yeji Choi
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation. CoRR (2021)
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) (2021)
Yeji Choi, Seongchan Kim
Rain-Type Classification From Microwave Satellite Observations Using Deep Neural Network Segmentation. IEEE Geosci. Remote. Sens. Lett. 18 (12) (2021)
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)
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) (2020)
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)
Hyunki Lim, Heeseung Choi, Yeji Choi, Ig-Jae Kim
Memetic algorithm for multivariate time-series segmentation. Pattern Recognit. Lett. 138 (2020)
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) (2016)
Dong-Bin Shin, Yeji Choi
Considering multi-viewing directions to improve precipitation retrieval performance from off-nadir viewing passive microwave radiometers. IGARSS (2016)