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Achievement: Starstruckx2Achievement: Arctic Code Vault ContributorAchievement: Pull Shark
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Mephisto405/README.md

In-Young Cho (์กฐ์ธ์˜) ๐Ÿ‘‹

I'm a Deep Learning Researcher at KRAFTON Inc., passionate about leveraging AI for 3D modeling, rendering, and reconstruction. With a solid foundation in computer science and mathematical science, my work focuses on the intersection of AI and interactive media.

๐Ÿ›  Expertise

  • Neural Rendering & 3D Reconstruction: Transforming 2D images and videos into 3D models.
  • Deep Learning Applications: Enhancing gaming and spatial planning through AI.
  • Research & Development: Published at SIGGRAPH 2021, exploring deep representation learning for Monte Carlo image reconstruction.

๐ŸŽ“ Education

  • M.S. in Computer Science, KAIST (2019 - 2021). GPA: 4.25/4.30.
  • B.S. in Computer Science & Mathematical Science, KAIST (2015 - 2019). GPA: 4.00/4.30, Summa Cum Laude.

๐Ÿ’ผ Career

  • Deep Learning Researcher, KRAFTON Inc. (2022 - Present).
  • Machine Learning Engineer, Spacewalk (2021 - 2022).

๐Ÿ“ซ Contact

in-young to image The image was created using ChatGPT-4 to illustrate a scene that matches the meaning of my name, which is benevolence (ไป) and prosperity (ๆฆฎ).

Pinned

  1. WCMC WCMC Public

    Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction [Cho et al. SIGGRAPH 2021]

    Python 32 3

  2. Learning-Loss-for-Active-Learning Learning-Loss-for-Active-Learning Public

    Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]

    Python 210 51

  3. Unsupervised-Out-of-Distribution-Detection-by-Maximum-Classifier-Discrepancy Unsupervised-Out-of-Distribution-Detection-by-Maximum-Classifier-Discrepancy Public

    Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]

    Python 31 3

  4. NeRF-Reproduce NeRF-Reproduce Public

    CS492 3D-ML Term Project by In-Young Cho

    Python 3

  5. OptaGen OptaGen Public

    Optix-based automated data generation tool

    C 1

  6. Accelerated-Ray-Tracing-in-One-Weekend-in-CUDA Accelerated-Ray-Tracing-in-One-Weekend-in-CUDA Public

    Inspired by https://devblogs.nvidia.com/accelerated-ray-tracing-cuda/

    C++