Tran, Ngoc-Trung

1. A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images\n Detection
   2021/03/31 by Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Chandrasegaran, Keshigeyan +3 · 5 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Cell Image Analysis Techniques
2. Self-supervised GAN: Analysis and Improvement with Multi-class Minimax\n Game
   2019/11/16 by Ngoc-Trung Tran, Tran, Ngoc-Trung, Viet-Hung Tran +7 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
3. DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN
   2018/08/23 by Lim, Swee Kiat, Loo, Yi, Tran, Ngoc-Trung +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Discovering Transferable Forensic Features for CNN-generated Images Detection
   2022/08/24 by Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Chandrasegaran, Keshigeyan +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
5. InfoMax-GAN: Improved Adversarial Image Generation via Information\n Maximization and Contrastive Learning
   2020/07/09 by Kwot Sin Lee, Lee, Kwot Sin, Ngoc-Trung Tran +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing?
   2022/06/29 by Chandrasegaran, Keshigeyan, Tran, Ngoc-Trung, Zhao, Yunqing +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. An Improved Self-supervised GAN via Adversarial Training
   2019/05/14 by Ngoc-Trung Tran, Viet-Hung Tran, Tran, Ngoc-Trung +5 · 1 citation
   Computer Science · #Advanced Image Processing Techniques #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)