An Hung Nguyen (Nolan Winston)
- Computer Scientist / AI Researcher
Hi! I'm An Hung Nguyen, an IT student, who loves AI & Data Research and want to get experience in data analytics, and mathematics research. I have experience in applying AI to process medical or agricultural problems from projects and research with science labs in global and Vietnam.
Formally, my research interests are computational Biology and BioInformatics, mathematics, hyper-complex, quaternion number, view synthesis, neural rendering and real-time graphics.
CV / Google Scholar / Linkedin / Github / Email
I would like to become a human look like Professor Winston (1943-2019).
PUBLICATIONS
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Enhancing Image Classification Capabilities In The Vision Transformer Network Model With Quaternion Algebra (elib.vku.udn.vn/handle/123456789/4031) PDF Minh Tuan Pham, An Hung Nguyen CITA 2024 |
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Enhancing Convolutional Neural Network Architectures with Long Short-Term Memory for Improved Image Classification (10.1109/ATiGB59969.2023.10364368) An Hung Nguyen, Minh Tuan Pham IEEE - ATiGB 2023 |
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Quaternion Convolutional Neural Networks for Depth Estimation (10.1109/SCISISIS55246.2022.10002074) An Hung Nguyen, Cao Duy Hoang, Dang Hoang Phu Phan , Minh Tuan Pham IEEE - SCIS&ISIS 2022 |
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Weight Initialization for Complex Number Convolutional Neural Networks Using Genetic Algorithms (10.32913/mic-ict-research-vn.v2022.n1.1054) Minh Tuan Pham, An Hung Nguyen CITA 2022 |
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Efficient Complex Valued Neural Network with Fourier Transform on Image Denoising (10.1145/3508072.3508081) Minh Tuan Pham, Van Quang Nguyen, Cao Duy Hoang,...,An Hung Nguyen ACM - ICFNDS 2021 |
HIGHLIGHTS
| 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 (thanhnien.vn, dantri.com.vn).Update the new neural architecture to optimize and speed up system performance. |
| Mar 2021 |
VISEF - The 4th place award in the computational Biology and Bioinformatics Applying Deep Learning to the process of diagnosing, analyzing and detecting damage to the retina due to diabetes (sgd). |
EDUCATION
| Aug 2021 - Present |
Student in Information Technology / Computers Danang University of Science and Technology (DN - VN) |
| 2018 - 2021 |
Informatics student Le Quy Don - Quang Tri upper-secondary school for the gifted (QT-VN) |