Nguyen Minh Hieu
Research Engineer in 3D Vision and Computer Graphics
hieuristics.xyz

Education
Korea Advanced Institute of Science and Technology (KAIST)
BSc in Computer Science and Electrical Engineering
Feb 2021 - Aug 2024
Daejeon, South Korea
Industry Experiences
Netropy Inc.
Research Engineer • 3D Reconstruction
Oct 2024 - Present
Seoul, South Korea
  • Developed robust large scale 3D reconstruction methods for robotics simulation.
  • StoneLab
    Machine Learning Research Intern • 3D Machine Learning
    Mar 2024 - Jun 2024
    Seoul, South Korea
  • Developed 3D Adaptive Shell for accelarated segmentation and classification on CT-Scans.
  • Researched on the Inverse Diffusion Model for Medical Imaging
  • Steinfeld Co.
    Software Engineer Intern • Visualization and Geometry Processing
    Jun 2022 - Aug 2022
    Seoul, South Korea
  • Developed Bézier curve editing algorithm and tools on surface meshes of dental crowns.
  • Developed Surface Editing and Deformation for dental crowns.
  • Research Experiences
    KAIST Visual AI Lab
    Assistant Researcher advised by Prof. Minhyuk Sung
    Jun 2022 - Sep 2024
    Daejeon, South Korea
  • Developed sparse Neural Radiance Field reconstruction with CLIP regularization loss.
  • Published a paper in ICCV 2023 on Latent Diffusion for shape generation and manipulation: Worked on network architecture design, diffusion formulation, and implemented text-based editing.
  • Published a paper in Neurips 2024 on Cylinder Extrusion CAD model from Multi-view Images: Led the implementation of the main method and optimal surface extraction from the neural edge field.
  • Worked human motion diffusion interpolation via hyperpherical splines.
  • Skills
    Languages: C++, Python, CUDA, Shader Slang, GLSL
    Frameworks: PyTorch, OpenGL, Vulkan