Woncheol Shin

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Multiple Modalities

Quantization Step

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. CoRR (2023)
Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, Edward Choi
Deep Imbalanced Time-Series Forecasting via Local Discrepancy Density. ECML/PKDD (5) (2023)
Se-Ryong Kang, Woncheol Shin, Su Yang, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sun Lee, Min-Suk Heo, Won-Jin Yi
Structure-preserving quality improvement of cone beam CT images using contrastive learning. Comput. Biol. Medicine 158 (2023)
Woncheol Shin, Gyubok Lee, Jiyoung Lee, Eunyi Lyou, Joonseok Lee, Edward Choi
Exploration Into Translation-Equivariant Image Quantization. ICASSP (2023)
Junwoo Park, Jungsoo Lee, Youngin Cho, Woncheol Shin, Dongmin Kim, Jaegul Choo, Edward Choi
Deep Imbalanced Time-series Forecasting via Local Discrepancy Density. CoRR (2023)
Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Young-Hak Kim, Edward Choi
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. NeurIPS (2022)
Woncheol Shin, Gyubok Lee, Jiyoung Lee, Joonseok Lee, Edward Choi
Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation. CoRR (2021)
Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Edward Choi
Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. CoRR (2021)