| On Data Augmentation for GAN Training NT Tran, VH Tran, NB Nguyen, TK Nguyen, NM Cheung IEEE Transactions on Image Processing 30, 1882-1897, 2020 | 220* | 2020 |
| DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN SK Lim, Y Loo, NT Tran, NM Cheung, G Roig, Y Elovici ICDM 2018. IEEE International Conference on Data Mining, 2018 | 143 | 2018 |
| Dist-GAN: An Improved GAN using Distance Constraints NT Tran, TA Bui, NM Cheung ECCV 2018. Proc. 15th European Conference on Computer Vision, 2018 | 106 | 2018 |
| Self-supervised gan: Analysis and improvement with multi-class minimax game NT Tran, VH Tran, NB Nguyen, L Yang, NM Cheung NeurIPS-2019. Advances in Neural Information Processing Systems., 2019 | 62 | 2019 |
| A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection K Chandrasegaran, NT Tran, NM Cheung CVPR 2021. Proceedings of the IEEE/CVF Conference on Computer Vision and …, 2021 | 60 | 2021 |
| InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning KS Lee, NT Tran, NM Cheung WACV-2021. IEEE Winter Conference on Applications of Computer Vision, 2020 | 58 | 2020 |
| On-device Scalable Image-based Localization via Prioritized Cascade Search and Fast One-Many RANSAC NT Tran, DKL Tan, AD Doan, TT Do, TA Bui, M Tan, NM Cheung IEEE Transactions on Image Processing 28 (4), 1675-1690, 2019 | 32 | 2019 |
| RIM at TRECVID 2012: Semantic Indexing and Instance Search N Ballas, B Labbe, A Shabou, HL Borgne, P Gosselin, M Redi, B Merialdo, ... TRECVID 2012, 2012 | 32 | 2012 |
| Multi-scale sparse representation for robust face recognition MX Nguyen, QM Le, V Pham, T Tran, BH Le 2011 Third International Conference on Knowledge and Systems Engineering …, 2011 | 24 | 2011 |
| Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? K Chandrasegaran, NT Tran, Y Zhao, NM Cheung International Conference on Machine Learning, 2890-2916, 2022 | 22 | 2022 |
| Improved hog descriptors L Dang, B Bui, PD Vo, TN Tran, BH Le 2011 Third International Conference on Knowledge and Systems Engineering …, 2011 | 19 | 2011 |
| Discovering transferable forensic features for cnn-generated images detection K Chandrasegaran, NT Tran, A Binder, NM Cheung European Conference on Computer Vision, 671-689, 2022 | 16 | 2022 |
| Improving GAN with neighbors embedding and gradient matching NT Tran, TA Bui, NM Cheung AAAI 2019. The Thirty-Third AAAI Conference on Artificial Intelligence, 2019 | 15 | 2019 |
| 3D Face Pose and Animation Tracking via Eigen-Decomposition based Bayesian Approach NT Tran, F Ababsa, M Charbit, J Feldmar, D Petrovska-Delacrétaz, ... International Symposium on Visual Computing (ISVC'2013), 2013 | 14 | 2013 |
| An improved self-supervised gan via adversarial training NT Tran, VH Tran, NB Nguyen, NM Cheung arXiv preprint arXiv:1905.05469, 2019 | 11 | 2019 |
| Optimum design of the volute tongue shape of a low specific speed centrifugal pump Z Chen, VTT Nguyen, NT Tran J. Electr. Electron. Syst 6 (2), 2332-0796.1000226, 2017 | 10 | 2017 |
| Higher Order Conditional Random Field for Multi-Label Interactive Image Segmentation TV Nguyen, N Pham, T Tran, B Le International Conference on Computing and Telecommunication Technologies …, 2012 | 9* | 2012 |
| Efficient image segmentation incorporating photometric and geometric information TV Nguyen, T Tran, P Vo, B Le Proceeding of the International MultiConference of Engineers and Computer …, 2011 | 8 | 2011 |
| An investigation on design innovation, fabrication and experiment of a soybean peeling machine-scale VTT Nguyen, VA Dang, NT Tran, NC Hoang, DH Vo, DK Nguyen, ... Int. J. Eng. Technol.(UAE) 7 (4), 2704-2709, 2018 | 7 | 2018 |
| Infomax-gan: Mutual information maximization for improved adversarial image generation KS Lee, NT Tran, NM Cheung NeurIPS 2019 Workshop on Information Theory and Machine Learning, 2019 | 6 | 2019 |
Ngai-Man CheungAssociate Professor, Singapore University of Technology and DesignVerified email at sutd.edu.sg
