Hieu's CV

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