Peer-reviewed papers, preprints, and patents — generative models, face and driver perception, and speech coding.
3 papers 3 patents NeurIPS 2022 1 US patent
SEMACS: Semantic–Acoustic Speech Coding for Ultra-Low Token Rates
Under review, 2026
Joint semantic and acoustic speech coding aimed at ultra-low token rates. Under review.
Driver Attention Tracking and Analysis
arXiv preprint, 2024
Estimating where a driver is actually looking in the road scene, using two ordinary cameras instead of eye-tracking glasses — plus a large in-situ driving dataset with point-of-gaze annotations.
QC-StyleGAN: Quality Controllable Image Generation and Manipulation
NeurIPS 2022
A StyleGAN variant whose output quality is an explicit, continuous control code — letting you edit real low-quality photos without first “fixing” them, and getting blind image restoration for free.
Driver Monitor System On Edge Device
Toan Bui Duc, De Vu, Dat Viet Thanh Nguyen, Tuong Nguyen, Tin Nguyen Truong Trung, Hung Bui
Method And System For Training A Machine Learning Model For Face Recognition
Duc Toan Bui, Van Tuong Nguyen, The De Vu, Viet Thanh Dat Nguyen, Hai Hung Bui
Method And System For Training A Machine Learning Model For Point Of Gaze Prediction
Dat Viet Thanh Nguyen, Anh Tran, Cuong Pham, Hung Bui