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
Email 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

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