Enhancing Few-shot Image Classification with Cosine Transformer

Quang-Huy Nguyen, Cuong Q Nguyen, Dung D Le, Hieu H. Pham
IEEE Access, Vol. 11, pp. 79659-79672, 2023, doi: 10.1109/ACCESS.2023.3298299.
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CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization

Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
The 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2023) - BANGALORE, INDIA | MAY 1-4, 2023 (Best Paper Award - ML Track)
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Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography

Nguyen Tuan, Phi Nguyen, Dai Tran, Hung Pham, Quang Nguyen, Thanh Le, Hanh Van, Bach Do, Phuong Tran, Vinh Le, Thuy Nguyen, Long Tran, Hieu Pham
Frontiers in Cardiovascular Medicine (Under Review)
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Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning

Van-Tuan Tran, Huy-Hieu Pham, and Kok-Seng Wong
IEEE Transactions on Emerging Topics in Computing (Under Review)
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Enhancing Deep Learning-based 3-lead ECG Classification with Heartbeat Counting and Demographic Data Integration

Khiem H. Le, Hieu H. Pham, Thao B.T. Nguyen, Tu A. Nguyen, and Cuong D. Do
The IEEE Engineering in Medicine and Biology Society (IEEE-EMBS 2022)
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Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis

Khiem H. Le, Tuan V. Tran, Hieu H. Pham, Hieu T. Nguyen, Tung T. Le, and Ha Q. Nguyen
IEEE Access (Q1 Journal, IF 3.4)
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