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 , a Freethinker , a Sing-lover, and a Health enthusiast .
@inproceedings{Nguyen_2024_CVPR,author={Nguyen, Dat and Mejri, Nesryne and Singh, Inder Pal and Kuleshova, Polina and Astrid, Marcella and Kacem, Anis and Ghorbel, Enjie and Aouada, Djamila},title={LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},month=jun,year={2024},pages={17395-17405},}
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) , Jun 2023
@inproceedings{singh2023multi,title={Multi-label deepfake classification},author={Singh, Inder Pal and Mejri, Nesryne and Nguyen, Van Dat and Ghorbel, Enjie and Aouada, Djamila},booktitle={2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP)},pages={1--5},year={2023},organization={IEEE},}
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
@article{van2023hybrid,title={Hybrid end-to-end approach integrating online learning with face-identification system},author={Nguyen, Dat and Nguyen, Trung Son and Pham, Hong Anh Thi and Hoang, Thao Thu and Thanh, Ta Minh},journal={Computer Science},volume={24},number={2},year={2023},}
Solving distribution problems in content-based recommendation system with gaussian mixture model
Nguyen Van Dat , Pham Van Toan , and Ta Minh Thanh
@article{van2022solving,title={Solving distribution problems in content-based recommendation system with gaussian mixture model},author={Van Dat, Nguyen and Van Toan, Pham and Thanh, Ta Minh},journal={Applied Intelligence},volume={52},number={2},pages={1602--1614},year={2022},publisher={Springer},}
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 , Jun 2021
@inproceedings{van2021novel,title={A novel approach to end-to-end facial recognition framework with virtual search engine elasticsearch},author={Dat, Nguyen and Trung, Son Nguyen and Hong, Anh Pham Thi and Hoang, Thao Thu and Thanh, Ta Minh},booktitle={Computational Science and Its Applications--ICCSA 2021: 21st International Conference, Cagliari, Italy, September 13--16, 2021, Proceedings, Part III 21},pages={454--470},year={2021},organization={Springer},}
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 , Jun 2020
@inproceedings{van2020robust,title={Robust content-based recommendation distribution system with gaussian mixture model},author={Van, Dat Nguyen and Pham, Van Toan and Thanh, Ta Minh},booktitle={International Conference on Computational Collective Intelligence},pages={199--211},year={2020},organization={Springer},}
!
, a Freethinker 
, a Sing-lover, and a Health enthusiast 
.
