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Ngoc-Trung Tran
Ngoc-Trung Tran
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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
300*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
1642018
Dist-GAN: An Improved GAN using Distance Constraints
NT Tran, TA Bui, NM Cheung
ECCV 2018. Proc. 15th European Conference on Computer Vision, 2018
1302018
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
732021
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
662020
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
662019
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
352019
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
322022
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
302012
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
252022
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
242011
Improved hog descriptors
L Dang, B Bui, PD Vo, TN Tran, BH Le
2011 Third International Conference on Knowledge and Systems Engineering …, 2011
192011
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
172019
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
132013
An improved self-supervised gan via adversarial training
NT Tran, VH Tran, NB Nguyen, NM Cheung
arXiv preprint arXiv:1905.05469, 2019
122019
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
112017
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
82011
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
72019
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
62021
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