Selected Publications
* denotes equal contribution, # denotes guidance role for juniors
New! Test-Time Augmentation for 3D Point Cloud Classification and Segmentation
Tuan-Anh Vu*, Srinjay Sarkar*, Zhiyuan Zhang, Binh-Son Hua, Sai-Kit Yeung,
International Conference on 3D Vision (3DV 2024)
Project Page Paper (arxiv)
MarineVRS: Marine Video Retrieval System with Explainability via Semantic Understanding
Tan-Sang Ha*, Hai Nguyen-Truong*, Tuan-Anh Vu#, and Sai-Kit Yeung
OCEANS 2023, Limerick
Project Page Paper (arxiv) Paper (IEEE)
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and Retrieval (Oral)
Quang-Trung Truong, Tuan-Anh Vu, Tan-Sang Ha, Lokoc Jakub, Yue Him Wong Tim, Ajay Joneja, and Sai-Kit Yeung
29th International Conference on Multimedia Modeling (MMM), 2023
Project Page Paper (arxiv) Paper (Springer) Code
RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds (Oral - acceptance rate of 2.7% of 5,803 submissions)
Tuan-Anh Vu, Duc-Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung
European Conference on Computer Vision (ECCV), 2022
Project Page Paper Code Video Poster
Time-of-Day Neural Style Transfer for Architectural Photographs (Oral)
Yingshu Chen, Tuan-Anh Vu, Ka-Chun Shum, Binh-Son Hua, Sai-Kit Yeung
IEEE International Conference on Computational Photography (ICCP), 2022
Project Page Paper Code Video Poster
Preprints
- Tuan-Anh Vu, Duc Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung, "RFNet-4D++: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds with Cross-Attention Spatio-Temporal Features". Paper
- Tuan-Anh Vu, Duc Thanh Nguyen, Qing Guo, Binh-Son Hua, Nhat Minh Chung, Ivor W. Tsang, Sai-Kit Yeung, "Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation". Paper
- Tuan-Anh Vu, Hai Nguyen-Truong, Ziqiang Zheng, Binh-Son Hua, Qing Guo, Ivor W. Tsang, Sai-Kit Yeung, "TransCues: Boundary and Reflection-empowered Pyramid Vision Transformer for Semantic Transparent Object Segmentation". Paper
- Hai Nguyen-Truong*, E-Ro Nguyen*, Tuan-Anh Vu#, Binh-Son Hua, Minh-Triet Tran, Sai-Kit Yeung, "Improving Referring Expression Segmentation using Vision-Guided Text Features".
- Yingshu Chen, Tuan-Anh Vu, Ka-Chun Shum, Huajian Huang, Sai-Kit Yeung, "3D ToD Stylization: Time-of-day Style Transfer for 3D Architectural Scenes".
- Ziqiang Zheng, Jipeng Zhang, Tuan-Anh Vu, Shizhe Diao, Yue Him Wong Tim, Sai-Kit Yeung, "MarineGPT: Unlocking Secrets of Ocean to the Public". Paper
- Ziqiang Zheng, Yiwei Chen, Jipeng Zhang, Tuan-Anh Vu, Huimin Zeng, Yue Him Wong Tim, Sai-Kit Yeung, "Exploring Boundary of GPT-4V on Marine Analysis: A Preliminary Case Study". Paper
Work Experiences
Teaching Assistant, Department of Computer Science and Engineering, Hong Kong University of Science and Technology (2020 - now)
Research Assistant, School of Computer Science and Engineering, International University - Vietnam National University Ho Chi Minh City (2017 - 2018)
Mentors: Dr. Ha Viet-Uyen Synh, Dr. Long Hoang Pham.Teaching Assistant, School of Computer Science and Engineering, International University - Vietnam National University Ho Chi Minh City (2016 - 2018)
Professional Activities
- Reviewer: CVPR (2022, 2023, 2024), ICCV (2023), ECCV (2022, 2024), WACV (2022, 2023, 2024), ACCV (2022), ICME 2023, IET Computer Vision (2020)
Awards
- ARAP Research Award (2023-2024), Centre for Frontier AI Research, A*STAR
- 2nd Place, USV-based Obstacle Segmentation Challenge at WACV 2024 the 2nd Workshop on Maritime Computer Vision
- 2nd Place, USV-based Obstacle Segmentation Challenge at WACV 2023 the 1st Workshop on Maritime Computer Vision
- UGC Research Travel Grant, Hong Kong University of Science and Technology (for attending ECCV 2022)
- Travel Grant, EPFL CIS Edge AI Summer School 2022
- Best Poster Award, Machine Learning Summer School Indonesia (MLSS-Indo) 2020
- Postgraduate Scholarship (2019-2023), The Hong Kong University of Science and Technology
- Scholarship for SENG Summer Camp for Elite Students 2019, The Hong Kong University of Science and Technology
- Scholarship for Master by Research program in Information Technology (2017), International University - Vietnam National University HCM City
- Scholarship for Excellent Academic Performance (2014-2015), International University - Vietnam National University HCM City