Joon-Myoung Kwon

According to our database, Joon-Myoung Kwon authored at least 11 papers between 2021 and 2024.

Collaborative distances:

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

2024

TADA: Temporal Adversarial Data Augmentation for Time Series Data.

Byeong Tak Lee, Joon-Myoung Kwon, Yong-Yeon Jo

CoRR, 2024

Foundation Models for Electrocardiograms.

Junho Song, Jong-Hwan Jang, Byeong Tak Lee, Dong-gyun Hong, Joon-Myoung Kwon, Yong-Yeon Jo

CoRR, 2024

2023

Optimizing Neural Network Scale for ECG Classification.

Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon

CoRR, 2023

ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.

Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-Myoung Kwon, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ECGT2T: Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads.

Yong-Yeon Jo, Young Sang Choi, Jong-Hwan Jang, Joon-Myoung Kwon

Proceedings of the IEEE International Conference on Acoustics, 2023

Text-to-ECG: 12-Lead Electrocardiogram Synthesis Conditioned on Clinical Text Reports.

Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Automatic Detection of Noisy Electrocardiogram Signals Without Explicit Noise Labels.

Radhika Dua, Jiyoung Lee, Joon-Myoung Kwon, Edward Choi

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Efficient Data Augmentation Policy for Electrocardiograms.

ByeongTak Lee, Yong-Yeon Jo, Seon-Yu Lim, Youngjae Song, Joon-Myoung Kwon

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram.

Jungwoo Oh, Hyunseung Chung, Joon-Myoung Kwon, Dong-gyun Hong, Edward Choi

Proceedings of the Conference on Health, Inference, and Learning, 2022

On the Inductive Bias Transfer with Knowledge Distillation for Real-World Data.

Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon

Proceedings of the Workshop on Applied Machine Learning Methods for Time Series Forecasting (AMLTS 2022) co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

2021

ECGT2T: Electrocardiogram synthesis from Two asynchronous leads to Ten leads.

Yong-Yeon Jo, Joon-Myoung Kwon

CoRR, 2021