Ngoc-Trung Tran

According to our database, Ngoc-Trung Tran authored at least 28 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing?

Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Yunqing Zhao, Ngai-Man Cheung

Proceedings of the International Conference on Machine Learning, 2022

Discovering Transferable Forensic Features for CNN-Generated Images Detection.

Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Alexander Binder, Ngai-Man Cheung

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

On Data Augmentation for GAN Training.

Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Trung-Kien Nguyen, Ngai-Man Cheung

IEEE Trans. Image Process., 2021

InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning.

Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection.

Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Ngai-Man Cheung

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Towards Good Practices for Data Augmentation in GAN Training.

Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Trung-Kien Nguyen, Ngai-Man Cheung

CoRR, 2020

2019

On-Device Scalable Image-Based Localization via Prioritized Cascade Search and Fast One-Many RANSAC.

Ngoc-Trung Tran, Dang-Khoa Le Tan, Anh-Dzung Doan, Thanh-Toan Do, Tuan-Anh Bui, Mengxuan Tan, Ngai-Man Cheung

IEEE Trans. Image Process., 2019

An Improved Self-supervised GAN via Adversarial Training.

Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Ngai-Man Cheung

CoRR, 2019

Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game.

Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Linxiao Yang, Ngai-Man Cheung

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Improving GAN with Neighbors Embedding and Gradient Matching.

Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Generative Adversarial Autoencoder Networks.

Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung

CoRR, 2018

On-device Scalable Image-based Localization.

Ngoc-Trung Tran, Dang-Khoa Le Tan, Anh-Dzung Doan, Thanh-Toan Do, Tuan-Anh Bui, Ngai-Man Cheung

CoRR, 2018

DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN.

Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici

Proceedings of the IEEE International Conference on Data Mining, 2018

Dist-GAN: An Improved GAN Using Distance Constraints.

Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Challenging 3D Head Tracking and Evaluation Using Unconstrained Test Data Set.

Fakhreddine Ababsa, Ngoc-Trung Tran, Maurice Charbit

Proceedings of the 21st International Conference Information Visualisation, 2017

2015

A robust framework for tracking simultaneously rigid and non-rigid face using synthesized data.

Ngoc-Trung Tran, Fakhreddine Ababsa, Maurice Charbit

Pattern Recognit. Lett., 2015

A Non-rigid Face Tracking Method for Wide Rotation Using Synthetic Data.

Ngoc-Trung Tran, Fakhreddine Ababsa, Maurice Charbit

Proceedings of the Pattern Recognition Applications and Methods, 2015

Towards Pose-free Tracking of Non-rigid Face using Synthetic Data.

Ngoc-Trung Tran, Fakhreddine Ababsa, Maurice Charbit

Proceedings of the ICPRAM 2015, 2015

U3PT: A New Dataset for Unconstrained 3D Pose Tracking Evaluation.

Ngoc-Trung Tran, Fakhreddine Ababsa, Maurice Charbit

Proceedings of the Computer Analysis of Images and Patterns, 2015

Cascaded Regressions of Learning Features for Face Alignment.

Ngoc-Trung Tran, Fakhreddine Ababsa, Sarra Ben Fredj, Maurice Charbit

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2013

3D Face Pose Tracking from Monocular Camera via Sparse Representation of Synthesized Faces.

Ngoc-Trung Tran, Jacques Feldmar, Maurice Charbit, Dijana Petrovska-Delacrétaz, Gérard Chollet

Proceedings of the VISAPP 2013, 2013

Learned and designed features for sparse coding in image classification.

Dung A. Doan, Ngoc-Trung Tran, Dinh-Phong Vo, Bac Le

Proceedings of the 2013 IEEE RIVF International Conference on Computing and Communication Technologies, 2013

3D Face Pose and Animation Tracking via Eigen-Decomposition Based Bayesian Approach.

Ngoc-Trung Tran, Fakhr-Eddine Ababsa, Maurice Charbit, Jacques Feldmar, Dijana Petrovska-Delacrétaz, Gérard Chollet

Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Combining Descriptors Extracted from Feature Maps of Deconvolutional Networks and SIFT Descriptors in Scene Image Classification.

Dung A. Doan, Ngoc-Trung Tran, Dinh-Phong Vo, Bac Le, Atsuo Yoshitaka

Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

2012

IRIM at TRECVID 2012 : Semantic Indexing and Instance Search.

Nicolas Ballas, Benjamin Labbé, Aymen Shabou, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Mérialdo, Hervé Jégou, Jonathan Delhumeau, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot, Hervé Bredin, Matthieu Cord, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin, Tran Ngoc Trung, Dijana Petrovska, Gérard Chollet, Andrei Stoian, Michel Crucianu

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

2011

Multi-scale Sparse Representation for Robust Face Recognition.

Mao X. Nguyen, Quang M. Le, Vu Pham, Trung Ngoc Tran, Bac Hoai Le

Proceedings of the Third International Conference on Knowledge and Systems Engineering, 2011

Improved HOG Descriptors.

Linh Dang, Buu Bui, Phong Dinh Vo, Trung Ngoc Tran, Bac Hoai Le

Proceedings of the Third International Conference on Knowledge and Systems Engineering, 2011

2009

On Evaluating Sport Event Recognition using Bag-of-Words Model.

Phong Dinh Vo, Tran Ngoc Trung, Le Hoai Bac

Proceedings of the 2009 IEEE International Conference on Computing and Communication Technologies, 2009