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Xuan-Bac Nguyen
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2020 – today
- 2024
- [j3]Xuan-Bac Nguyen
, Apoorva Bisht
Two-Dimensional Quantum Material Identification via Self-Attention and Soft-Labeling in Deep Learning. IEEE Access 12: 139683-139691 (2024) - [j2]Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu:
Quantum visual feature encoding revisited. Quantum Mach. Intell. 6(2): 61 (2024) - [c7]Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu:
Insect-Foundation: A Foundation Model and Large-Scale 1M Dataset for Visual Insect Understanding. CVPR 2024: 21945-21955 - [c6]Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu:
Hierarchical Quantum Control Gates for Functional MRI Understanding. SiPS 2024: 159-164 - [i16]Manuel Serna-Aguilera, Xuan-Bac Nguyen, Asmita Singh, Lydia Rockers, Se-Woong Park, Leslie Neely, Han-Seok Seo, Khoa Luu:
Video-Based Autism Detection with Deep Learning. CoRR abs/2402.16774 (2024) - [i15]Xuan-Bac Nguyen, Hojin Jang, Xin Li, Samee U. Khan, Pawan Sinha, Khoa Luu:
BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning. CoRR abs/2405.18808 (2024) - [i14]Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu:
QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering. CoRR abs/2405.19722 (2024) - [i13]Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu:
Quantum Visual Feature Encoding Revisited. CoRR abs/2405.19725 (2024) - [i12]Hoang-Quan Nguyen, Xuan-Bac Nguyen, Samuel Yen-Chi Chen, Hugh Churchill, Nicholas Borys, Samee U. Khan, Khoa Luu:
Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits. CoRR abs/2406.00843 (2024) - [i11]Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu:
Hierarchical Quantum Control Gates for Functional MRI Understanding. CoRR abs/2408.03596 (2024) - [i10]Manuel Serna-Aguilera, Xuan-Bac Nguyen, Han-Seok Seo, Khoa Luu:
A Novel Dataset for Video-Based Autism Classification Leveraging Extra-Stimulatory Behavior. CoRR abs/2409.04598 (2024) - 2023
- [c5]Xuan-Bac Nguyen, Chi Nhan Duong, Xin Li, Susan Gauch, Han-Seok Seo, Khoa Luu:
Micron-BERT: BERT-Based Facial Micro-Expression Recognition. CVPR 2023: 1482-1492 - [i9]Xuan-Bac Nguyen, Chi Nhan Duong, Xin Li, Susan Gauch, Han-Seok Seo, Khoa Luu:
Micron-BERT: BERT-based Facial Micro-Expression Recognition. CoRR abs/2304.03195 (2023) - [i8]Xuan-Bac Nguyen, Chi Nhan Duong, Marios Savvides, Kaushik Roy, Khoa Luu:
Fairness in Visual Clustering: A Novel Transformer Clustering Approach. CoRR abs/2304.07408 (2023) - [i7]Xuan-Bac Nguyen, Xudong Liu, Xin Li, Khoa Luu:
The Algonauts Project 2023 Challenge: UARK-UAlbany Team Solution. CoRR abs/2308.00262 (2023) - [i6]Xuan-Bac Nguyen, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan:
Quantum Vision Clustering. CoRR abs/2309.09907 (2023) - [i5]Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu:
Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding. CoRR abs/2311.15206 (2023) - [i4]Xuan-Bac Nguyen, Xin Li, Samee U. Khan, Khoa Luu:
Brainformer: Modeling MRI Brain Functions to Machine Vision. CoRR abs/2312.00236 (2023) - 2022
- [c4]Pha A. Nguyen
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles. CVPR Workshops 2022: 2568-2577 - [c3]Thanh-Dat Truong, Ravi Teja N. V. S. Chappa, Xuan-Bac Nguyen, Ngan Le
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation. ICPR 2022: 2850-2856 - [i3]Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu:
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles. CoRR abs/2204.09151 (2022) - [i2]Thanh-Dat Truong, Naga Venkata Sai Raviteja Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley Dowling, Khoa Luu:
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation. CoRR abs/2205.10738 (2022) - [i1]Xuan-Bac Nguyen, Apoorva Bisht, Hugh Churchill, Khoa Luu:
Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning. CoRR abs/2205.15948 (2022) - 2021
- [c2]Xuan-Bac Nguyen, Duc Toan Bui, Chi Nhan Duong, Tien D. Bui, Khoa Luu:
Clusformer: A Transformer Based Clustering Approach to Unsupervised Large-Scale Face and Visual Landmark Recognition. CVPR 2021: 10847-10856 - 2020
- [j1]Xuan-Bac Nguyen
Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis. IEEE Access 8: 162973-162981 (2020)
2010 – 2019
- 2019
- [c1]Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm. ICCV Workshops 2019: 3737-3741
Coauthor Index
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