Bac X. Nguyen

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JBHT #447

227 N Harmon Ave

Fayetteville, AR 72701

Xuan-Bac Nguyen is a dedicated PhD student at CSCE - University of Arkansas in the United States, where he is under the guidance and supervision of Professor Khoa Luu. He holds a Master’s degree in Computer Science from Chonnam National University, where he worked alongside Professor Gueesang Lee. His academic journey began with a B.Sc degree in Electronics and Telecommunication from the University of Engineering and Technology, Vietnam National University.

Bac’s research primarily focuses on intriguing areas such as Computer Vision, Unsupervised Learning, Self-supervised Learning, and more. He has consistently demonstrated his expertise in these fields and has actively contributed to the academic community.

Notably, Bac has established himself as a highly skilled Kaggle competitor, achieving an impressive rank of around 50 out of 130,000 participants worldwide. He has garnered numerous accomplishments from prestigious AI competitions such as CVPR, MICCAI, ISBI, and RSNA.

In addition to his academic pursuits, Bac has gained valuable industry experience. He has served as a Senior AI Research Engineer at VinAI Research Vietnam, showcasing his proficiency in cutting-edge technologies. Furthermore, he has worked as an Embedded Software Engineer at i-Bridge in Japan, where he contributed to projects involving Face Recognition, 3D Perception Object Detection for Autonomous Vehicles, and Driver Monitoring Systems.

Bac’s multifaceted background allows him to bridge the gap between academia and industry, ensuring the practical application of his research. His diverse experiences and achievements make him a promising and accomplished individual in the field of AI and computer science.

news

Sep 6, 2024 A paper has been accepted at 2024 IEEE Workshop on Signal Processing Systems. Congrats!
Aug 8, 2024 A paper has been accepted at Quantum Machine Intelligence Journal. Congrats!
Jul 31, 2024 A paper has been accepted at Workshop on Quantum Computing and Reinforcement Learning (QCRL-2024). Congrats!
Apr 5, 2024 Our paper is selected as highlights (11.9%) at CVPR 2024. Congrats!
Jan 26, 2024 A paper has been accepted at CVPR 2024. Congrats!
Jul 26, 2023 Bac won 3rd place at The Algonauts Challenge 2023. Congrats!
May 16, 2023 Bac was awarded CVPR 2023 Outstanding Reviewers. Congrats!
Feb 27, 2023 A paper has been accepted at CVPR 2023. Congrats!
Aug 15, 2022 Bac was awarded Reginald R. “Barney” & Jameson A. Baxter Graduate Fellowship. Congrats!
May 19, 2022 A paper has been accepted at ICPR 2022. Congrats!
Apr 21, 2022 Bac became a reviewer of Machine Learning With Applications Journal. Congrats!
Apr 16, 2022 A paper has been accepted at CVPRW 2022. Congrats!
Apr 14, 2022 Bac got rank 6th of NVIDIA AI City Challenge 2022. Code will be published here. Congrats!
Sep 1, 2021 Bac became a PhD Student @ University of Arkansas. Congrats!
Jun 1, 2021 Bac became a reviewer of IEEE Access. Congrats!
Mar 1, 2021 A paper has been accepted at CVPR 2021. Congrats!
Sep 1, 2020 Bac joined VinAI as a Senior Research Engineer. Congrats!
Aug 26, 2020 Bac got Master of Computer Science from Chonnam National University. Congrats!
Jun 1, 2020 Bac became a Kaggle Competition Master ranked 50 worldwide. Congrats!

selected publications

  1. CVPR
    Micron-BERT: BERT-based Facial Micro-Expression Recognition
    Xuan-Bac Nguyen, Chi Nhan Duong, Li Xin, and 3 more authors
    In 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023
  2. CVPRW
    Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles
    Pha Nguyen, Kha Gia Quach, Chi Nhan Duong, and 3 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Jun 2022
  3. CVPR
    Clusformer: A Transformer Based Clustering Approach to Unsupervised Large-Scale Face and Visual Landmark Recognition
    Xuan-Bac Nguyen, Duc Toan Bui, Chi Nhan Duong, and 2 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Jun 2021
  4. IEEE Access
    Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis
    Xuan-Bac Nguyen, Guee Sang Lee, Soo Hyung Kim, and 1 more author
    IEEE Access Jun 2020
  5. ICCVW
    Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm
    Xuan-Bac Nguyen, Guee-Sang Lee, Soo-Hyung Kim, and 1 more author
    In 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) Jun 2019
  6. CVPR
    Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding
    Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan Bac Nguyen, and 3 more authors
    In 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Jun 2024