| 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 | 339 | 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 | 173 | 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 | 138 | 2018 |
| 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 | 91 | 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 | 75 | 2020 |
| 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 | 66 | 2019 |
| 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 | 43 | 2022 |
| 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 | 35 | 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 | 30 | 2012 |
| 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 | 28 | 2022 |
| 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 | 26 | 2011 |
| 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 | 19 | 2019 |
| 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 |
| 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 | 13 | 2013 |
| An improved self-supervised gan via adversarial training NT Tran, VH Tran, NB Nguyen, NM Cheung arXiv preprint arXiv:1905.05469, 2019 | 12 | 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 | 12 | 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 | 8* | 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 |
| Determinants influencing green consumption behaviour of household appliances in Vietnam HT Luong, MD Tran, DC Le, NT Tran, CNB Nguyen, HK Ngo, TN Tran Int. J. Innov. Creat. Change 15, 615-634, 2021 | 7 | 2021 |
| White Paper on Leading-Edge technology And Feasibility-directed (LEAF) Program aimed at readiness demonstration for Energy Frontier Circular Colliders by the next decade G Ambrosio, G Apollinari, M Baldini, R Carcagno, C Boffo, B Claypool, ... arXiv preprint arXiv:2203.07654, 2022 | 6 | 2022 |
Ngai-Man CheungAssociate Professor, Singapore University of Technology and DesignVerified email at sutd.edu.sg
