Yeji Choi

Orcid: 0000-0002-8212-1126

According to our database1, Yeji Choi authored at least 30 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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2024
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Legend:

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Links

On csauthors.net:

Bibliography

2024
Cloud Cover Prediction Model Using Multichannel Geostationary Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Data-driven Precipitation Nowcasting Using Satellite Imagery.
CoRR, 2024

ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting.
CoRR, 2024

Federated Learning-Driven Edge AI for Enhanced Mobile Traffic Prediction.
Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Probabilistic Weather Forecasting with Deterministic Guidance-Based Diffusion Model.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting.
CoRR, 2023

Improved Flood Insights: Diffusion-Based SAR to EO Image Translation.
CoRR, 2023

Intermediate and Future Frame Prediction of Geostationary Satellite Imagery With Warp and Refine Network.
CoRR, 2023

Face Photo-Sketch Synthesis Via Domain-Invariant Feature Embedding.
Proceedings of the IEEE International Conference on Image Processing, 2023

Explainable AI-Based Interface System for Weather Forecasting Model.
Proceedings of the HCI International 2023 - Late Breaking Papers, 2023

2022
A 65 nm Duplex Transconductance Path Up-Conversion Mixer for 24 GHz Automotive Short-Range Radar Sensor Applications.
Sensors, 2022

Pattern Classification Using Quantized Neural Networks for FPGA-Based Low-Power IoT Devices.
Sensors, 2022

A Novel 65 nm Active-Inductor-Based VCO with Improved Q-Factor for 24 GHz Automotive Radar Applications.
Sensors, 2022

Contrastive Multiview Coding With Electro-Optics for SAR Semantic Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2022

A novel dual mode configurable and tunable high-gain, high-efficient CMOS power amplifier for 5G applications.
Integr., 2022

Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift.
CoRR, 2022

Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network.
CoRR, 2022

2021
RAIN-F+: The Data-Driven Precipitation Prediction Model for Integrated Weather Observations.
Remote. Sens., 2021

Rain-Type Classification From Microwave Satellite Observations Using Deep Neural Network Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2021

HPC cluster-based user-defined data integration platform for deep learning in geoscience applications.
Comput. Geosci., 2021

K-FACE: A Large-Scale KIST Face Database in Consideration with Unconstrained Environments.
CoRR, 2021


Rain-F: A Fusion Dataset for Rainfall Prediction Using Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Deep Learning-Based Distortion Sensitivity Prediction for Full-Reference Image Quality Assessment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Passive Microwave Precipitation Retrieval Algorithm With $A~Priori$ Databases of Various Cloud Microphysics Schemes: Tropical Cyclone Applications.
IEEE Trans. Geosci. Remote. Sens., 2020

Memetic algorithm for multivariate time-series segmentation.
Pattern Recognit. Lett., 2020

GAN-Based Anomaly Detection and Localization of Multivariate Time Series Data for Power Plant.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2016
Effects of the Three-Dimensional Hydrometeor Distributions of Precipitating Clouds on Passive Microwave Rainfall Estimations.
IEEE Trans. Geosci. Remote. Sens., 2016

Considering multi-viewing directions to improve precipitation retrieval performance from off-nadir viewing passive microwave radiometers.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016


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