Enhancing Few-shot Image Classification with Cosine Transformer

Quang-Huy Nguyen, Cuong Q Nguyen, Dung D Le, Hieu H Pham
Enhancing Few-shot Image Classification with Cosine Transformer (IEEE Access - Under Review)
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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
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization (IEEE International Conference on Computer Communications 2023, New York, USA)
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Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions

Thuy Dung Nguyen, Nguyen Tuan, Phi Le Nguyen, Hieu H. Pham, Khoa Doan, Kok-Seng Won
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions (Engineering Applications of Artificial Intelligence - Under Review)
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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
Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography (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
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning (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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