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2026

Conference Publication

Tracing the Heart's Pathways: ECG Representation Learning from a Cardiac Conduction Perspective

Pan, Tan, Sun, Yixuan, Jiang, Chen, Gao, Qiong, Sun, Rui, Zhang, Xingmeng, Yang, Zhenqi, Han, Limei, Liang, Yixiu, Cheng, Yuan and Guo, Kaiyu (2026). Tracing the Heart's Pathways: ECG Representation Learning from a Cardiac Conduction Perspective. 40th AAAI Conference on Artificial Intelligence, Singapore, Jan 20-27, 2026. PALO ALTO: ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE.

Tracing the Heart's Pathways: ECG Representation Learning from a Cardiac Conduction Perspective

2025

Conference Publication

Improving out-of-distribution detection via dynamic covariance calibration

Guo, Kaiyu, Wang, Zijian, Pan, Tan, Lovell, Brian C. and Baktashmotlagh, Mahsa (2025). Improving out-of-distribution detection via dynamic covariance calibration. 42nd International Conference on Machine Learning ICML 2025, Vancouver, BC, Canada, 13-19 July 2025. Cambridge, MA, United States: ML Research Press.

Improving out-of-distribution detection via dynamic covariance calibration