Dat NGUYEN

CVI2, SnT, University of Luxembourg. Kirchberg, Luxembourg.

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Kirchberg, Luxembourg

Hi, welcome to my page :milky_way:!

I am currently a Ph.D. student working on Deepfake Detection under the supervision of Prof. Djamila AOUADA.. My research interests includes Deepfake Detection, Autonomous Driving, and Recommendation Systems.

Besides, I am also a petite Dad of my baby :orange:, a Freethinker :cloud:, a Sing-lover, and a Health enthusiast :running:.

News

Feb 27, 2024 My paper, LAA-Net, has been accepted in CVPR 2024!
Jul 19, 2023 2 papers accepted at MMSP and Computer Science!
Oct 01, 2022 I started my Ph.D at the CVI2, SnT, University of Luxembourg.
Mar 01, 2022 3 papers accepted at ICCCI, ICCSA and Applied Intelligence!
Jan 01, 2021 I joined VinAI Research. VinAI rank 20th Global AI Research Companies by Thundermark Capital.
Jan 11, 2020 I moved to Japan.
Apr 01, 2019 I joined Sun Aasterisk AI Research.

Publications

  1. laa_net_thumb.png
    LAA-Net: Localized Artifact Attention Network for High-Quality Deepfakes Detection
    Dat Nguyen , Nesryne Mejri , Inder Pal Singh , and 5 more authors
    arXiv preprint arXiv:2401.13856, 2024
  2. multilabel.png
    Multi-label deepfake classification
    Inder Pal Singh , Nesryne Mejri , Van Dat Nguyen , and 2 more authors
    In 2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP) , 2023
  3. hybrid.png
    Hybrid end-to-end approach integrating online learning with face-identification system
    Dat Nguyen , Trung Son Nguyen , Hong Anh Thi Pham , and 2 more authors
    Computer Science, 2023
  4. solving.png
    Solving distribution problems in content-based recommendation system with gaussian mixture model
    Nguyen Van Dat , Pham Van Toan , and Ta Minh Thanh
    Applied Intelligence, 2022
  5. novel.png
    A novel approach to end-to-end facial recognition framework with virtual search engine elasticsearch
    Nguyen Dat , Son Nguyen Trung , Anh Pham Thi Hong , and 2 more authors
    In Computational Science and Its Applications–ICCSA 2021: 21st International Conference, Cagliari, Italy, September 13–16, 2021, Proceedings, Part III 21 , 2021
  6. robust.png
    Robust content-based recommendation distribution system with gaussian mixture model
    Dat Nguyen Van , Van Toan Pham , and Ta Minh Thanh
    In International Conference on Computational Collective Intelligence , 2020

Latest Posts

Nov 17, 2020 A SOTA EEG-based Emotional Recognition with viewing and auditory stimuli
Oct 18, 2020 Deep Learning-Optimization Neural Network Compression - All essential things You Need!
Sep 09, 2020 Image Segmentation SINet - Extreme Lightweight Portrait Segmentation - Paper Explaination and Coding Implementation

Skills

Programming Languages
Python, Ruby
Javascript, e.g. Jquery, ReactJS
Html, Css
Deployment
NginX
Tools
Pytorch, Tensorflow, Keras
Github, DVC
Docker
Elasticsearch
Frameworks
Rails, Django

Interests

Computer Vision
Deepfake Detection
Autonomous Driving
Human-oriented Components, e.g. Pose Estimation, Action Recognition, Face Recognition
Recommendation Systems
Content-based Algorithms
Distribution-related Problems