An Hung Nguyen
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An Hung Nguyen

Computer Scientist / AI Researcher

Hi there! I'm a researcher passionate about AI and Data Science, applying cutting-edge technology to real-world problems in medicine and agriculture. My work explores the fascinating worlds of computational biology, neural rendering, and the magic of mathematics! 🌟

Research Interests

Computational Biology & Bioinformatics
Mathematics & Hyper-complex Numbers
Quaternion Number Systems
View Synthesis & Neural Rendering
Real-time Graphics
Deep Learning in Medicine

Publications

Adaptive Hybrid Transformer Network with Frequency Attention for All-in-One Image Restoration

Cong Thang Pham, An Hung Nguyen, Quoc Cuong Nguyen, Minh Nhat Phan, Thanh Than Nguyen
ISPRS workshop PSBB25
DOI ProQuest

DehazeCLNet: A Contrastive Learning Framework with Advanced Feature Extraction for Image Dehazing

Cong Thang Pham, An Hung Nguyen, Quoc Cuong Nguyen, Minh Nhat Phan
SOICT 2024 (Springer CCIS)
DOI

Enhancing Image Classification Capabilities In The Vision Transformer Network Model With Quaternion Algebra

Minh Tuan Pham, An Hung Nguyen
CITA 2024
Link PDF

Enhancing Convolutional Neural Network Architectures with Long Short-Term Memory for Improved Image Classification

An Hung Nguyen, Minh Tuan Pham
IEEE - ATiGB 2023
DOI

Quaternion Convolutional Neural Networks for Depth Estimation

An Hung Nguyen, Cao Duy Hoang, Dang Hoang Phu Phan, Minh Tuan Pham
IEEE - SCIS&ISIS 2022
DOI

Weight Initialization for Complex Number Convolutional Neural Networks Using Genetic Algorithms

Minh Tuan Pham, An Hung Nguyen
CITA 2022
DOI

Efficient Complex Valued Neural Network with Fourier Transform on Image Denoising

Minh Tuan Pham, Van Quang Nguyen, Cao Duy Hoang, ..., An Hung Nguyen
ACM - ICFNDS 2021
DOI

Highlight Awards

Dec 2023
Vietnam Student Science Research and Innovation 2022-2023 (4th Prize)
Quaternion Convolutional Neural Networks for Image Depth Estimation
Aug 2021
Innovative Generation 2021 - Second Prize (Rank 1st)
Applying Deep Learning to the process of diagnosing, analyzing and detecting damage to the retina due to diabetes
Mar 2021
VISEF - 4th Place Award in Computational Biology and Bioinformatics
Applying Deep Learning to the process of diagnosing, analyzing and detecting damage to the retina due to diabetes

Education

2021 - 2025
Excellence - Bachelor of Science - BS. Information Technology
University of Science and Technology - Univeristy of Danang, Vietnam
2018 - 2021
National Team - Informatics Student
Le Quy Don - Quang Tri Upper-Secondary School for the Gifted, Vietnam