About
"True scholar is shown by phronesis, not imagination.">
Greetings! My name is Nhat-Tan Bui (Vietnamese: Bùi Nhật Tân, Chinese: 裴日新), which typically means daily renewal 🌕 with brightness 🔆 and hope 🍀. I’m currently a Master’s student at the University of Arkansas (UARK) 🇺🇸, fortunate to have Prof. Susan Gauch and Distinguished Prof. Truong Nguyen (UC San Diego) as my advisors. I initially worked with Asst Prof. Ngan Le during my first year in the US.
I earned my Bachelor's degree in Computer & Information Science through a joint program between the University of Science, VNU-HCM (HCMUS) 🇻🇳 and Auckland University of Technology (AUT) 🇳🇿. While studying there, I was lucky to work as a Research Assistant at the Software Engineering Lab (SELab) under the supervision of Assoc Prof. Minh-Triet Tran and Dr. Ngoc-Thao Nguyen. I was an AI engineer intern at Phenikaa MaaS, working with Hai-Dang Nguyen in the early spring 2022.
I graduated from Le Quy Don High School, the oldest school in Saigon. I'm grateful for the unwavering support of my family, my friends and long-term collaborators: Hieu Hoang, Quan Mai, and Vuong Ho. All of the people mentioned are those to whom I owe a debt of gratitude.
My research concentrates on Deep Learning, Computer Vision, Vision-Language, Image & Signal Processing. Particularly, I'm interested in Medical Image Analysis and Negation Understanding for Vision-Language Models. Please feel free to drop me an email if you have any questions about my research, or want to discuss about potential collaborations.
I am actively looking for fully-funded Ph.D. position in Computer Vision starting in Fall 2026, and internship position in Summer 2025.
Note: This page is updated on Oct, 2024.
Education
"We can only see a short distance ahead, but we can see plenty there that needs to be done."> - Alan Turing
Master of Science in Computer Science
University of Arkansas (UARK), 2023 - 2025
GPA: 4.00 / 4.00
Bachelor of Science in Computer & Information Science
University of Science, VNU-HCM (HCMUS) & Auckland University of Technology (AUT), 2018 - 2022
GPA: 3.84 / 4.00
Selected Publications
"Research is for curiosity and fun, though practical implications can emerge."> - Zhi-Hua Zhou
Please visit my Google Scholar for full publications.
NeIn: Telling What You Don't Want
Nhat-Tan Bui, Dinh-Hieu Hoang, Quoc-Huy Trinh, Minh-Triet Tran, Truong Nguyen, and Susan Gauch
arXiv preprint arXiv:2409.06481 [pdf] [project page]
TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network
Nhat-Tan Bui*, Dinh-Hieu Hoang*, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald Adjeroh, and Ngan Le
IEEE International Symposium on Biomedical Imaging (ISBI 2024), Athens, Greece [pdf] [code]
SAM3D: Segment Anything Model in Volumetric Medical Images
Nhat-Tan Bui*, Dinh-Hieu Hoang*, Minh-Triet Tran, Gianfranco Doretto, Donald Adjeroh, Brijesh Patel, Arabinda Choudhary, and Ngan Le
IEEE International Symposium on Biomedical Imaging (ISBI 2024), Athens, Greece [pdf] [code]
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation
Nhat-Tan Bui, Dinh-Hieu Hoang, Quang-Thuc Nguyen, Minh-Triet Tran, and Ngan Le
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024), Hawaii, USA [pdf] [code]
Teaching
Teaching Assistant
Awards
"In the end, when it’s over, all that matters is what you’ve done."> - Alexander the Great
Department of Electrical Engineering and Computer Science Fellowship, UARK 2025
The Reginald R. ‘Barney’ & Jameson A. Baxter Graduate Fellowship, UARK 2024
Rank 1st place team at OS-MN40 dataset in Open-Set 3D Object Retrieval track, SHREC 2022
Rank 3rd place team at OS-MN40-Miss dataset in Open-Set 3D Object Retrieval track, SHREC 2022
Rank 1st place team in Visual Sentiment Analysis task, MediaEval 2021
Distinctive Academic Performance, HCMUS & AUT 2019 - 2021
Services
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