Nguyen, Duy M. H.
- LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
2023/06/20 by Duy M. H. Nguyen, Nguyen, Duy M. H., Hoang Nguyen +21 · 10 citations
Medicine · Engineering · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis #Advanced Neural Network Applications
- Accelerating Transformers with Spectrum-Preserving Token Merging
2024/05/25 by Hoai-Chau Tran, Tran, Hoai-Chau, Duy M. H. Nguyen +17 · 10 citations
Computer Science · Medicine · #Algorithms and Data Compression #Retinal Imaging and Analysis #Distributed systems and fault tolerance
- LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking
2021/11/23 by Duy M. H. Nguyen, Nguyen, Duy M. H., Roberto Henschel +7 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models
2024/10/03 by Duy M. H. Nguyen, Nguyen, Duy M. H., Nghiem T. Diep +22 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model
2024/07/05 by Duy M. H. Nguyen, An T. Le, Nguyen, Duy M. H. +17 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
2022/12/04 by Duy M. H. Nguyen, Nguyen, Duy M. H., Hoang Nguyen +17 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
2025/02/05 by Nghiem T. Diep, Diep, Nghiem T., Huy Nguyen +13 · 3 citations
Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks
2024/02/03 by Nguyen, Duy M. H., Lukashina, Nina, Nguyen, Tai +7 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- S-Chain: Structured Visual Chain-of-Thought For Medicine
2025/10/26 by Le-Duc, Khai, Nguyen, Duy M. H., Trinh, Phuong T. H. +21 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)