Woncheol Shin

According to our database, Woncheol Shin authored at least 7 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Structure-preserving quality improvement of cone beam CT images using contrastive learning.

Se-Ryong Kang, Woncheol Shin, Su Yang, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sun Lee, Min-Suk Heo, Won-Jin Yi

Comput. Biol. Medicine, May, 2023

Deep Imbalanced Time-Series Forecasting via Local Discrepancy Density.

Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, Edward Choi

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Exploration Into Translation-Equivariant Image Quantization.

Woncheol Shin, Gyubok Lee, Jiyoung Lee, Eunyi Lyou, Joonseok Lee, Edward Choi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training.

Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Young-Hak Kim, Edward Choi

IEEE J. Biomed. Health Informatics, 2022

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.

Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation.

Woncheol Shin, Gyubok Lee, Jiyoung Lee, Joonseok Lee, Edward Choi

CoRR, 2021

Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training.

Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Edward Choi

CoRR, 2021