Ngoc-Trung Tran

Statistics

Publications

Citations

213

H-Index

Active since

2018

Affiliations

Singapore University of Technology and Design(Current)

Ngoc-Trung Tran is an author at Singapore University of Technology and Design specializing in deep learning, generative adversarial networks, and machine learning.

ORCID

Publications per year

2018–2021

Publications

DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN

Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran et al. · 2018 · 120 citations

Computing, Computer Science, Computer Security +16

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

Ngoc-Trung Tran, Viet-Hung Tran, Linxiao Yang et al. · arXiv (Cornell University) · 2019 · 43 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Towards Good Practices for Data Augmentation in GAN Training.

Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen et al. · arXiv (Cornell University) · 2020 · 26 citations · Full text

Computing, Computer Science, Feature Engineering +9

Improving GAN with Neighbors Embedding and Gradient Matching

Ngoc-Trung Tran, Tuan-Anh Bui, Ngai‐Man Cheung · 2019 · 14 citations · Full text

Computing, Computer Science, Computer Vision +10

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

Kwot Sin Lee, Ngoc-Trung Tran, Ngai‐Man Cheung · 2021 · 10 citations · Full text

Computing, Computer Science, Computer Vision +10

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