Ngoc-Bao Nguyen

On Data Augmentation for GAN Training

Ngai-Man Cheung, Ngoc-Trung Tran, Viet-Hung Tran, 2020, IEEE Transactions on Image Processing.

Re-thinking Model Inversion Attacks Against Deep Neural Networks

Ngai-Man Cheung, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, 2023, ArXiv.

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

Ngai-Man Cheung, Ngoc-Trung Tran, Linxiao Yang, 2019, NeurIPS.

Towards Good Practices for Data Augmentation in GAN Training pdf

Ngai-Man Cheung, Ngoc-Trung Tran, Viet-Hung Tran, 2020, ArXiv.

An Improved Self-supervised GAN via Adversarial Training pdf

Ngai-Man Cheung, Ngoc-Trung Tran, Viet-Hung Tran, 2019, ArXiv.

Re-Thinking Model Inversion Attacks Against Deep Neural Networks

Ngai-Man Cheung, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

On Data Augmentation for GAN Training

Ngai-Man Cheung, Viet-Hung Tran, Ngoc-Trung Tran, 2020, IEEE Transactions on Image Processing.