Ngoc-Bao Nguyen

According to our database, Ngoc-Bao Nguyen authored at least 13 papers between 2014 and 2024.

Collaborative distances:

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

2024

On the Vulnerability of Skip Connections to Model Inversion Attacks.

Koh Jun Hao, Sy-Tuyen Ho, Ngoc-Bao Nguyen, Ngai-Man Cheung

CoRR, 2024

Defending against Model Inversion Attacks via Random Erasing.

Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ngai-Man Cheung

CoRR, 2024

Model Inversion Robustness: Can Transfer Learning Help?

Sy-Tuyen Ho, Koh Jun Hao, Keshigeyan Chandrasegaran, Ngoc-Bao Nguyen, Ngai-Man Cheung

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Label-Only Model Inversion Attacks via Knowledge Transfer.

Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Re-Thinking Model Inversion Attacks Against Deep Neural Networks.

Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

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

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

2017

Person re-identification with mutual re-ranking.

Ngoc-Bao Nguyen, Vu Hoang Nguyen, Thanh Duc Ngo, Khang M. T. T. Nguyen

Vietnam. J. Comput. Sci., 2017

Graph-based visual instance mining with geometric matching and nearest candidates selection.

Ngoc-Bao Nguyen, Khang M. T. T. Nguyen, Cuong Mai Van, Duy-Dinh Le

Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

2015

AttRel: An Approach to Person Re-Identification by Exploiting Attribute Relationships.

Ngoc-Bao Nguyen, Vu Hoang Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

2014

Using Attribute Relationships for Person Re-Identification.

Ngoc-Bao Nguyen, Vu Hoang Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong

Proceedings of the Knowledge and Systems Engineering, 2014