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Cross Reconstruction Transformer for Self-Supervised Time Series Representation Learning


May 20, 2022
Wenrui Zhang , Ling Yang , Shijia Geng , Shenda Hong


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Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training


Mar 14, 2022
Jiahao Shao , Shijia Geng , Zhaoji Fu , Weilun Xu , Tong Liu , Shenda Hong


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MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs


Mar 01, 2022
Wenrui Zhang , Shijia Geng , Zhaoji Fu , Linlin Zheng , Chenyang Jiang , Shenda Hong


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A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings


Feb 26, 2022
Wenrui Zhang , Xinxin Di , Guodong Wei , Shijia Geng , Zhaoji Fu , Shenda Hong


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Learning ECG Representations based on Manipulated Temporal-Spatial Reverse Detection


Feb 25, 2022
Wenrui Zhang , Shijia Geng , Shenda Hong


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