Publications

2024

1. 

   LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection

   Dat Nguyen , Nesryne Mejri , Inder Pal Singh , and 5 more authors

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2024

   arXiv Bib PDF Supp Code Poster

   @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},
   }

2023

1. 

   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

   Bib PDF

   @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},
   }

2. 

   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, Jun 2023

   Bib PDF

   @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},
   }

2022

1. 

   Solving distribution problems in content-based recommendation system with gaussian mixture model

   Nguyen Van Dat , Pham Van Toan , and Ta Minh Thanh

   Applied Intelligence, Jun 2022

   Bib PDF

   @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},
   }

2021

1. 

   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

   Bib PDF

   @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},
   }

2020

1. 

   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

   Bib PDF

   @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},
   }