Journal Publications
 | Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning
Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides, Tien D. Bui
International Journal of Computer Vision (IJCV), 2019.(Accepted)
[arxiv] |
 | Deep Appearance Models: A Deep Boltzmann Machine Approach for Face Modeling
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Tien D. Bui
International Journal of Computer Vision (IJCV), 2018.
[PDF] [arxiv] |
 | Deep Contextual Recurrent Residual Networks for Scene Labeling
T. Hoang Ngan Le, Chi Nhan Duong, Ligong Han, Khoa Luu, Kha Gia Quach, Marios Savvides
Pattern Recognition (PR), 2018.
[PDF] |
 | Reformulating Level Sets as Deep Recurrent Neural Network Approach to Se- mantic Segmentation
T. Hoang Ngan Le, Kha Gia Quach, Khoa Luu, Chi Nhan Duong, Marios Savvides
IEEE Transactions on Image Processing (TIP), 2018.
[PDF] |
 | Non-convex Online Robust PCA: Enhance Sparsity via lp-norm Minimization
Kha Gia Quach, Chi Nhan Duong, Khoa Luu, Tien D. Bui
Computer Vision and Image Understanding (CVIU), 2017.
[PDF] [Code] |
Conference Publications
 | Automatic Face Aging in Videos via Deep Reinforcement Learning
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Nghia Nguyen, Eric Patterson, Tien D. Bui, Ngan Le
Conference on Computer Vision and Pattern Recognition (CVPR), 2019.(Accepted)
[arxiv] [Project Page] [Poster] [Media] |
 | ShrinkTeaNet: Million-scale Lightweight Face Recognition via Shrinking Teacher-Student Networks
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Ngan Le
[arxiv] |
 | MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices
Chi Nhan Duong, Kha Gia Quach, Ibsa Jalata, Ngan Le, Khoa Luu
[arxiv] |
 | Recognition in Unseen Domains: Domain Generalization via Universal Non-volume Preserving Models
Thanh-Dat Truong, Chi Nhan Duong, Khoa Luu, Minh-Triet Tran
[arxiv] |
 | Image Alignment in Unseen Domains via Domain Deep Generalization
Thanh-Dat Truong, Khoa Luu, Chi Nhan Duong, Ngan Le, Minh-Triet Tran
[arxiv] |
 | Generative Flow via Invertible nxn Convolution
Thanh-Dat Truong, Khoa Luu, Chi Nhan Duong, Ngan Le, Minh-Triet Tran
[arxiv] |
 | Longitudinal Face Aging in the Wild-Recent Deep Learning Approaches
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Tien D. Bui
Computer and Robot Vision (CRV), 2018.(Accepted)
[arxiv] |
 | Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition
Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides
International Conference on Computer Vision (ICCV), 2017. ORAL
[PDF] |
 | Robust Hand Detection and Classification in Vehicles and in the Wild
T. Hoang Ngan Le, Kha Gia Quach, ChenChen Zhu, Chi Nhan Duong, Khoa Luu, Marios Savvides
Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2017.
[PDF] |
 | Longitudinal Face Modeling via Temporal Deep Restricted Boltzmann Machines
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Tien D. Bui
Conference on Computer Vision and Pattern Recognition (CVPR), 2016
[PDF] [Project Page] |
 | Robust Deep Appearance Models
Kha Gia Quach*, Chi Nhan Duong*, Khoa Luu, Tien D. Bui
The 23rd International Conference on Pattern Recognition (ICPR), 2016
(* equal contribution)
[PDF] [arxiv] |
 | Depth-based 3D Hand Pose Tracking
Kha Gia Quach, Chi Nhan Duong, Khoa Luu, Tien D. Bui
The 23rd International Conference on Pattern Recognition (ICPR), 2016
[PDF] |
 | Beyond principal components: Deep boltzmann machines for face modeling
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Tien D. Bui
Conference on Computer Vision and Pattern Recognition (CVPR), 2015
[PDF] |
 | Robust lp-norm Singular Value Decomposition
Kha Gia Quach, Khoa Luu, Chi Nhan Duong, Tien D. Bui
NIPS Workshop on Non-convex Optimization for Machine Learning: Theory and Practice (NIPSW), 2015
[PDF] |
 | Are Sparse Representation and Dictionary Learning Good for Handwritten Character Recognition?
Chi Nhan Duong, Kha Gia Quach, Tien D. Bui
The 14th International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014 ORAL
[PDF] |
 | Sparse representation and Low-rank approximation for Robust Face Recognition
Kha Gia Quach, Chi Nhan Duong, Tien D. Bui
The 22nd International Conference on Pattern Recognition (ICPR), 2014
[PDF] |
 | Robust Eye Localization in Video By Combining Eye Detector and Eye Tracker
Chi Nhan Duong, Pham Dinh Thang Cap, Thanh Duc Ngo , Duy-Dinh Le, Hoai Bac Le, Duc Anh Duong, Shin’ichi Satoh
The 21st International Conference on Pattern Recognition (ICPR), 2012
[PDF] |
 | Gabor Wavelet-Based Appearance Models
Kha Gia Quach, Chi Nhan Duong, Khoa Luu, Hoai Bac Le
The 9th IEEE-RIVF Intl. Conf. on Computing and Communication Tech. (RIVF), 2012 ORAL
[PDF] |
 | Fine tuning age-estimation with global and local facial features
Chi Nhan Duong, Kha Gia Quach, Khoa Luu, Hoai Bac Le, Karl Ricanek
The 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011
[PDF] |
