Aofan Jiang

Shanghai Jiao Tong University — China

Computer Science · Physical Sciences

5h-index241citations13works11.62yr avg
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Research Topics

Anomaly Detection Techniques and Applications(10), ECG Monitoring and Analysis(5), COVID-19 diagnosis using AI(4), Domain Adaptation and Few-Shot Learning(2), Network Security and Intrusion Detection(1)

Publications13 total

Few-Shot Anomaly Detection via Category-Agnostic Registration Learning
IEEE Transactions on Neural Networks and Learning Systems·2024· 8 cited
Self-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis
2024Open Access
Self-supervised Anomaly Detection Pretraining Enhances Long-tail ECG Diagnosis
arXiv (Cornell University)·2024Open Access
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
2024· 67 cited
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning
arXiv (Cornell University)·2024· 1 citedOpen Access
Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning
arXiv (Cornell University)·2024· 2 citedOpen Access
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
arXiv (Cornell University)·2024· 3 citedOpen Access
Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection
arXiv (Cornell University)·2023· 1 citedOpen Access
Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection
arXiv (Cornell University)·2023Open Access
Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection
Lecture notes in computer science·2023· 9 cited
Registration based Few-Shot Anomaly Detection
arXiv (Cornell University)·2022· 3 citedOpen Access
OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression
Proceedings of the AAAI Conference on Artificial Intelligence·2022· 12 citedOpen Access
Registration Based Few-Shot Anomaly Detection
Lecture notes in computer science·2022· 135 cited

Frequent Co-authors

Chaoqin Huang(12), Ya Zhang(12), Yanfeng Wang(10), Zi Zeng(5), Kang Chen(5), Michael Spratling(4), Xinchao Wang(4), Haoyan Guan(3), Qing Cao(3), Yuchen Xu(3), Jinghao Feng(2), Yanfeng Wang(2), Shuang Wu(2), Qing Cao(2), Linfeng Cao(1), Wei Li(1), Huaying Wu(1), Nanyang Ye(1), Haoyan Guan(1)