CV
Let's get to know me about my education path, work experience and other information through my curriculum vitae.
Basics
Name | Tran Dang Trung Duc |
Label | AI Researcher |
trandangtrungduc@gmail.com | |
Phone | (82) ****-**99 |
Url | https://github.com/trandangtrungduc/ |
Summary | An AI researcher in 3D/4D instance segmentation. |
Work
- 2022.09 - 2024.11
Research Assistant
Visual Computing Lab
Working on government projects assigned to the lab and writing a paper
- A paper to ACM Multimedia 2024
- 2021.04 - 2022.07
Software Engineer
Bosch Global Software Technologies
Working as a software developer for projects from China and Japan. Task: unit testing, integration testing, component/function development, devops, lab testing, static code analysis,...
- The fastest person can be converted directly to an official employee after 3/6 months of internship.
Education
-
2022.09 - 2024.12 Seoul, South Korea
Master
Seoul National University of Science and Technology
Computer Vision - 33 credits in 4 semesters
- Introduction of Unmanned Robotic Vehicles
- Reinforcement Learning
- Machine Learning
- Statistic Machine Learning
- Optimization Algorithm
- Digital Image Processing
- Advanced Topics on Information Technology
- Advanced Natural Language Processing
- Introduction to Deep Learning
- ...
-
2021.03 - 2022.11 HCM City, Vietnam
Master
Ho Chi Minh City University of Technology
Data Science - 18 credits in 1 semester
- Programming Foundation for Data Analysis and Visualization
- Advanced Algorithm
- Mathematical Foundation for Computer Science
- Methodology of Scientific Research
- Business Ethics and Corporate Social Responsibility
- Philosophy
-
2015.09 - 2021.11 HCM City, Vietnam
Engineer
Ho Chi Minh City University of Technology
Mechatronics - 268 credits in 5 years
- Statistic Methods and Data Analysis
- Robotics
- Intelligent Actuators
- Mechatronics System Design
- Digital Signal Processing and Application
- Object Oriented Design and Analysis
- Advanced Programming Language
- Advanced Data Structure
- Numerical Analysis and Optimization
- Linear and Nonlinear Control Systems
- ...
Achievements
- 2022.2024
Scholarship
Tuition scholarships
75% tuition scholarship for all semesters at Seoul National University of Science and Technology in South Korea
- 2022
Scholarship
Korean Professor
Full scholarship for studying and researching at Visual Computing Lab of Seoul National University of Science and Technology in South Korea
- 2018
Final round
Pasona Global
Full scholarship for students all over Vietnam. Reached the final round (Top 5) of the Pasona International Exchange Program for students doing summer internships in Japan
- 2018
Scholarship
Ho Chi Minh City University of Technology
Full scholarship to learn Japanese to prepare to work as an engineer in Japan. The only student who does not need to study Japanese language preparation for the scholarship.
- 2017
Scholarship
Tuition scholarships
Full scholarship for students all over Vietnam. Top 1/2 students received 100% tuition scholarships for Business Administration at International Pacific University in Japan
- 2017
Final round
Mitsubishi Heavy Industries
Full scholarship for students all over Vietnam to study Japanese and university in Japan. Reached the final round (Top 6) of the scholarship
- 2016
Scholarship
Vietnamese Government
Full scholarships for 10 students from all over Vietnam to study nuclear energy in Japan
Certificates
Learn Natural Language Processing Course | ||
Codecademy | 2021-03 |
Build Deep Learning Models with TensorFlow Skill Path | ||
Codecademy | 2021-03 |
Python for Data Science Essential Training Part 1 | ||
2021-02 |
Machine learning-From Basics to Advanced | ||
Udemy | 2021-02 |
Publications
-
2024 MSTA3D: Multi-scale Twin-Attention for 3D Instance Segmentation
ACM Multimedia 2024
Recently, transformer-based techniques incorporating superpoints have become prevalent in 3D instance segmentation. However, they often encounter an over-segmentation problem, especially noticeable with large objects. Additionally, unreliable mask predictions stemming from superpoint mask prediction further compound this issue. To address these challenges, we propose a novel framework called MSTA3D. It leverages multi-scale feature representation and introduces a twin-attention mechanism to effectively capture them. Furthermore, MSTA3D integrates a box query with a box regularizer, offering a complementary spatial constraint alongside semantic queries.
Skills
Soft Skill | |
Presentation | |
Hard-working | |
Time Management | |
Leadership | |
Adaptability | |
Problem-solving |
Hard Skill | |
Microsoft Office | |
Python Programming | |
Github, Docker, PyTorch | |
3D Libraries: PLY, Sponv, Open3D, Minkowski,... |
Languages
Vietnamese | |
Native speaker |
English | |
Professional working proficiency |
Japanese | |
Professional working proficiency |
French | |
Limited working proficiency |
Interests
Computer Vision | |
Instance Segmentation | |
Semantic Segmentation | |
3D Point Cloud | |
Lidar |
Robotics | |
Autonomous Driving | |
VR/AR |