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Achievement: Starstruckx2Achievement: QuickdrawAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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Achievement: Starstruckx2Achievement: QuickdrawAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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hwanhuh/README.md

Hi there 👋

Python PyTorch OpenCV

HwanHeo's GitHub stats

🧐 Interested in

  • Computer Vision
  • Neural Rendering, Radiance Fields a.k.a NeRF and Gaussian Splatting
  • Technical Blog: Link

💼 Experience

Position Institution Team Duration Responsibilities
AI Researcher NCSOFT 3D Generation Team Feb 2024 - present 3D Asset Generation; 3D Latent Diffusion & Texture Synthesis
AI Researcher NCSOFT Neural Rendering Team Mar 2023 - Feb 2024 Neural Rendering scene in Graphic Engine; NeRF Facial Avatar with Multi Camera System
Research Intern NAVER AI Lab Jul 2022 - Dec 2022 Research on the Radiance Fields, Joint Optimization of NeRF and Camera poses

🎓Education

Degree Institution Duration Advisor
Master's degree in Computer Science & Engineering Korea University Sep 2020 - Feb 2023 Prof. Hyunwoo J. Kim
Bachelor's degree in Computer Science & Engineering Korea University Mar 2015 - Aug 2020 Prof. HeuiSeok Lim

📝Publications

  • CaPa: Carve-n-Paint Synthesis for Efficient 4K Textured Mesh Generation, underreview

  • Robust Camera Pose Refinement for Multi-Resolution Hash Encoding, ICML 2023

  • Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild, arXiv

  • Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection, CVPR 2022

  • Domain Generalization Emerges from Dreaming, arXiv

  • Temporally Sparse Adversarial Perturbations on Videos, IEEE Access 2021

🛠️ Projects

  • Viser Viewer for 2D Gaussian Splatting

  • AI-based 3D Rendering in Game & Graphic Engine

  • Accelerated Face NeRF with Multi-Camera Captures

  • Object Detection for Diagnosis of Infectious Diseases

    • Korea University and Korea University Guro Hospital (Aug 2020 - Jul 2022)

Pinned Loading

  1. ncsoft/CaPa ncsoft/CaPa Public

    Official Repository of **CaPa**: Carve-n-Paint Synthesis for Efficient 4K Textured Mesh Generation

    CSS 23

  2. Radiance-Fields-from-VGGSfM-Mast3r Radiance-Fields-from-VGGSfM-Mast3r Public

    Gaussian Splatting from VGGSfM and Mast3r, and their comparison

    Python 189 5

  3. 2D-GS-Viser-Viewer 2D-GS-Viser-Viewer Public

    Simple Viser Viewer for 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

    Python 117 8

  4. diff-surfel-rasterization-MCMC diff-surfel-rasterization-MCMC Public

    Forked from hbb1/diff-surfel-rasterization

    A differentiable rasterizer used in the project "2D Gaussian Splatting"

    Cuda 10 1

  5. depth2mesh depth2mesh Public

    Textured Mesh Generator from RGB image & its correponding depth map generated by diffusion

    Python 8 1

  6. hwan-h-heo/hwan-h-heo.io hwan-h-heo/hwan-h-heo.io Public

    Personal Blog of Hwan Heo

    HTML