Joon-Myoung Kwon

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Passage Retrieval

Question Answering

Beat Classification

Top Venues

ICPR Workshops (2)

Publications

Byeong Tak Lee, Joon-Myoung Kwon, Yong-Yeon Jo
TADA: Temporal Adversarial Data Augmentation for Time Series Data. CoRR (2024)
Junho Song, Jong-Hwan Jang, Byeong Tak Lee, Dong-gyun Hong, Joon-Myoung Kwon, Yong-Yeon Jo
Foundation Models for Electrocardiograms. CoRR (2024)
Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi
Text-to-ECG: 12-Lead Electrocardiogram Synthesis Conditioned on Clinical Text Reports. ICASSP (2023)
Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-Myoung Kwon, Edward Choi
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram. NeurIPS (2023)
Yong-Yeon Jo, Young Sang Choi, Jong-Hwan Jang, Joon-Myoung Kwon
ECGT2T: Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads. ICASSP (2023)
Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon
Optimizing Neural Network Scale for ECG Classification. CoRR (2023)
Jungwoo Oh, Seongsu Bae, Gyubok Lee, Joon-Myoung Kwon, Edward Choi
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram. CoRR (2023)
Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi
Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports. CoRR (2023)
Byeong Tak Leei, Yong-Yeon Jo, Joon-Myoung Kwon
On the Inductive Bias Transfer with Knowledge Distillation for Real-World Data. AMLTS (2022)
ByeongTak Lee, Yong-Yeon Jo, Seon-Yu Lim, Youngjae Song, Joon-Myoung Kwon
Efficient Data Augmentation Policy for Electrocardiograms. CIKM (2022)
Radhika Dua, Jiyoung Lee, Joon-Myoung Kwon, Edward Choi
Automatic Detection of Noisy Electrocardiogram Signals Without Explicit Noise Labels. ICPR Workshops (2) (2022)
Yong-Yeon Jo, Joon-Myoung Kwon
ECGT2T: Electrocardiogram synthesis from Two asynchronous leads to Ten leads. CoRR (2021)