Do Tran Nhat Tuong

I am a Ph.D. Student in Computer Science at National University of Singapore (NUS) and a member of CVRP Lab, under the supervision of Prof. Gim Hee Lee.

📖 View Previous Education

I have also been fortunate to build long-term collaborations with Prof. Hae-Gon Jeon, Prof. Tae Jong Choi, Dr. Ba Hung Ngo, and Dr. Doanh C. Bui.

Before that, I obtained Bachelor's degree at Ho Chi Minh City University of Technology and Education (HCMUTE) while conducting research with UTE-AI Lab, led by Dr. Vu-Hoang Tran, with guidance from M.Sc. Trung-Hieu Nguyen.

Research interests Embodied AI Robot Manipulation Domain Adaptation

🔥 News

Aug 2026

🚀 Started Ph.D. in Computer Science at National University of Singapore (NUS)!
Jul 2026

⭐ Honored to serve as a Reviewer for NeurIPS 2026.
Nov 2025

🎉 Two papers UI-Styler and DNA accepted to WACV 2026.
Aug 2025

Paper TRUST accepted to APSIPA ASC 2025.
Jul 2025

Completed Master in Computer Science at National Yang Ming Chiao Tung University (NYCU)!
Dec 2024

🎉 Paper HiGDA accepted to AAAI 2025.
Sep 2024

🎉 Paper DA^2 accepted to ACCV 2024.
Jun 2024

Paper "Improving Video Retrieval Systems Using Multimodal Fusion and Re-Ranking Algorithm" accepted to GTSD 2024.
Feb 2024

🚀 Started Master in Computer Science at National Yang Ming Chiao Tung University (NYCU)!
Feb 2024

🎉 Paper ECB accepted to CVPR 2024.
Jan 2024

Paper "Indirect: invertible and discrete noisy image rescaling with enhancement from case-dependent textures" accepted to Multimedia Systems.
May 2023

Paper "Efficient Video Retrieval Method Based on Transition Detection and Video Metadata Information" accepted to ICSSE 2023.
Apr 2023

Paper "Comprehensive Visual Features and Pseudo Labeling for Robust Natural Language-Based Vehicle Retrieval" accepted to CVPR Workshop 2023 (AI CITY CHALLENGE).

* Equal contribution | Full list

WACV '26UI-Styler: Ultrasound Image Style Transfer with Class-Aware Prompts for Cross-Device Diagnosis Using a Frozen Black-Box Inference Network

Nhat-Tuong Do-Tran, Ngoc-Hoang-Lam Le, Ching-Chun Huang

Winter Conference on Applications of Computer Vision (WACV)

Paper Project Page Code Poster

WACV '26DNA: Dual-branch Network with Adaptation for Open-Set Online Handwriting Generation

Tsai-Ling Huang*, Nhat-Tuong Do-Tran*, Ngoc-Hoang-Lam Le*, Hong-Han Shuai, Ching-Chun Huang

Winter Conference on Applications of Computer Vision (WACV)

Paper Project Page Code Poster

AAAI '25HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation

Ba Hung Ngo*, Doanh C. Bui*, Nhat-Tuong Do-Tran, Tae Jong Choi

AAAI Conference on Artificial Intelligence (AAAI)

Paper Project Page Poster

CVPR '24Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation

Ba Hung Ngo*, Nhat-Tuong Do-Tran*, Tuan-Ngoc Nguyen, Hae-Gon Jeon, Tae Jong Choi

Conference on Computer Vision and Pattern Recognition (CVPR)

Paper Project Page Code Poster