Xuan-Bac Nguyen

According to our database, Xuan-Bac Nguyen authored at least 20 papers between 2019 and 2024.

Collaborative distances:

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

2024

Quantum visual feature encoding revisited.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu

Quantum Mach. Intell., December, 2024

A Novel Dataset for Video-Based Autism Classification Leveraging Extra-Stimulatory Behavior.

Manuel Serna-Aguilera, Xuan-Bac Nguyen, Han-Seok Seo, Khoa Luu

CoRR, 2024

Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits.

Hoang-Quan Nguyen, Xuan-Bac Nguyen, Samuel Yen-Chi Chen, Hugh Churchill, Nicholas Borys, Samee U. Khan, Khoa Luu

CoRR, 2024

QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu

CoRR, 2024

BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning.

Xuan-Bac Nguyen, Hojin Jang, Xin Li, Samee U. Khan, Pawan Sinha, Khoa Luu

CoRR, 2024

Video-Based Autism Detection with Deep Learning.

Manuel Serna-Aguilera, Xuan-Bac Nguyen, Asmita Singh, Lydia Rockers, Se-Woong Park, Leslie Neely, Han-Seok Seo, Khoa Luu

CoRR, 2024

Two-Dimensional Quantum Material Identification via Self-Attention and Soft-Labeling in Deep Learning.

Xuan-Bac Nguyen, Apoorva Bisht, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan

IEEE Access, 2024

Hierarchical Quantum Control Gates for Functional MRI Understanding.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu

Proceedings of the IEEE Workshop on Signal Processing Systemsm, 2024

Insect-Foundation: A Foundation Model and Large-Scale 1M Dataset for Visual Insect Understanding.

Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu

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

2023

Brainformer: Modeling MRI Brain Functions to Machine Vision.

Xuan-Bac Nguyen, Xin Li, Samee U. Khan, Khoa Luu

CoRR, 2023

Quantum Vision Clustering.

Xuan-Bac Nguyen, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan

CoRR, 2023

The Algonauts Project 2023 Challenge: UARK-UAlbany Team Solution.

Xuan-Bac Nguyen, Xudong Liu, Xin Li, Khoa Luu

CoRR, 2023

Fairness in Visual Clustering: A Novel Transformer Clustering Approach.

Xuan-Bac Nguyen, Chi Nhan Duong, Marios Savvides, Kaushik Roy, Khoa Luu

CoRR, 2023

Micron-BERT: BERT-Based Facial Micro-Expression Recognition.

Xuan-Bac Nguyen, Chi Nhan Duong, Xin Li, Susan Gauch, Han-Seok Seo, Khoa Luu

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

2022

Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning.

Xuan-Bac Nguyen, Apoorva Bisht, Hugh Churchill, Khoa Luu

CoRR, 2022

OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation.

Thanh-Dat Truong, Ravi Teja N. V. S. Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley P. G. Dowling, Khoa Luu

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles.

Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Clusformer: A Transformer Based Clustering Approach to Unsupervised Large-Scale Face and Visual Landmark Recognition.

Xuan-Bac Nguyen, Duc Toan Bui, Chi Nhan Duong, Tien D. Bui, Khoa Luu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis.

Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang

IEEE Access, 2020

2019

Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm.

Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019