Ngoc-Trung Tran

Sensior Scientist, SeeingMachines Inc.

Joined

November 2019

Names

Ngoc-Trung Tran (Preferred)

Emails

****@gmail.com (Confirmed)

****@sutd.edu.sg (Confirmed)

****@seeingmachines.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Sensior Scientist

SeeingMachines Inc. (seeingmachines.com)

2021 – Present

Postdoc

Singapore University of Technology and Design (sutd.edu.sg)

2015 – 2021

Advisors, Relations & Conflicts

Postdoc Advisor

Ngai-Man Cheung

2015 – 2021

Expertise

Generative models

2017 – Present

Generative adversarial networks

2017 – Present

Anomaly Detection

2017 – Present

Publications

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/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
- Readers: Everyone
Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing?
Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Yunqing Zhao, Ngai-Man Cheung
- 2022 (modified: 10 Nov 2022)
- CoRR 2022
- Readers: Everyone
Discovering Transferable Forensic Features for CNN-Generated Images Detection
Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Alexander Binder, Ngai-Man Cheung
- 2022 (modified: 10 Nov 2022)
- ECCV (15) 2022
- Readers: Everyone
Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing?
Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Yunqing Zhao, Ngai-Man Cheung
- 2022 (modified: 10 Nov 2022)
- ICML 2022
- Readers: Everyone
Discovering Transferable Forensic Features for CNN-generated Images Detection
Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Alexander Binder, Ngai-Man Cheung
- 2022 (modified: 10 Nov 2022)
- CoRR 2022
- Readers: Everyone
To Smooth or not to Smooth? On Compatibility between Label Smoothing and Knowledge Distillation
Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Yunqing ZHAO, Ngai-man Cheung
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning
Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung
- 2021 (modified: 10 Nov 2022)
- WACV 2021
- Readers: Everyone
On Data Augmentation for GAN Training
Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Trung-Kien Nguyen, Ngai-Man Cheung
- 2021 (modified: 10 Nov 2022)
- IEEE Trans. Image Process. 2021
- Readers: Everyone
A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection
Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Ngai-Man Cheung
- 2021 (modified: 10 Nov 2022)
- CVPR 2021
- Readers: Everyone
A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection
Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Ngai-Man Cheung
- 2021 (modified: 10 Nov 2022)
- CoRR 2021
- Readers: Everyone

View all 20 publications

Ngoc-Trung Tran

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors