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  • Dongguk Univ
  • seoul
  • 01:50 (UTC +09:00)

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matrix215/README.md

Hi Welcome, I'm BEOMSEOK KO 👋

🔎 Research Interests

  • Deep Learning, Generative Models, Generative Model Lightweight

📚 Education

  • B.S. in Information Communication Engineering, Dongguk University, Seoul, Korea (2018 ~ 2023)
  • M.S. in Artificial Intelligence, Dongguk University, Seoul, Korea (2023.08 ~)

📝 Publications

Journal

StyleBoost: Personalizing Text-to-Image Generation in Any Style using Diffusion

  • JUNSEO PARK, BEOMSEOK KO, and HYERYUNG JANG
  • To be reviewed in ACM Transactions on Multimedia Computing, Communications, and Applications (ACM TOMM) Q1 IF: 5.1

Conference

StyleBoost: Personalizing Text-to-Image Generation in Any Style using DreamBooth [doi]

  • JUNSEO PARK, BEOMSEOK KO, and HYERYUNG JANG
  • International Conference on ICT Convergence, 2023 (ICTC 2023)

Domestic

VGG-Kface: An Optimization Study on Korean Face Recognition Using VGG-Face

  • Beom-Seok Ko, Min-jin Cho, Min-Gyeong Kim, Seung-Han Kim, Seong-Chan Lee and Yong-man Yu
  • Korea Information Processing Society, 2023 (ACK 2023)

✒️ Tech Stack

PYTHON PYTORCH TensorFlow C NumPy

🔨 Tools

visualstudiocode anaconda pycharm visualstudio

Pinned

  1. Multi-StyleBoost Multi-StyleBoost Public

    Official PyTorch implementation of Multi-StyleBoost.

    Python

  2. Single-StyleBoost Single-StyleBoost Public

    PyTorch implementation of the paper "StyleBoost"

    Python

  3. VGG-Kface VGG-Kface Public

    Official Tensorflow implementation of VGG-kface. (ACK 2023)

    Jupyter Notebook

  4. Retrieval-augmented-generation-Evalution Retrieval-augmented-generation-Evalution Public

    Jupyter Notebook

  5. QLoRA-Fine-Tuning-with-polyglot_ko QLoRA-Fine-Tuning-with-polyglot_ko Public

    Jupyter Notebook

  6. transformer-with-BERT-embedding transformer-with-BERT-embedding Public

    transformer-with-BERT-embedding implement by Tensorflow

    Jupyter Notebook