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Smaller25/README.md

header

Bio

🏫M.S. in Artificial Intelligence, Seoul National University 2023.02 ~ (progressing) 🏫B.S. in Biotechnology, Korea University (Major) 2018.02 ~ 2022.02
🏫B.E. in Interdisciplinary AI, Korea University (Minor) 2018.02 ~ 2022.02

🏢Researcher(AI), Actnova : 2023.07 ~ 2023.09 🏢Researcher(Bioinformatics + AI), CNAI : 2022.02 ~ 2022.04 🏢Center of cognition and sociality, IBS : 2021.01 ~ 2021.06

Tech Stack

Awards

🏆 Medical Image Segmentation Challenge, SNUH Medical AI Challenge(MAIC) 7th final grade

Research

📚 SUBTLE: An unsupervised platform with temporal link embedding that maps animal behavior (CVPR 2022 cv4animals workshop, under review for IJCV)
📚 Enhancing Multi-Label Long-Tailed Classification on Chest X-Rays Through ML-GCN Augmentation (ICCV 2023 CVAMD workshop)
📚 Differentially Exhibited Kinematics Analysis Reveals Distinct Age-Dependent Changes in Motor Coordination (poster session, KSBNS 2020)

Personal Question & Issues for Study

❓ How can we implement insights from neuroscience for improving artificial intelligence, especially for Reinforcement Learning, and Multimodal learning.
❓ Offline Reinforcement Learning & Simulation ability
❓ Low-level neuronal learning mechanism : Spike, dopamine, else.

Interest

Reinforcement Learning and Decision Making / multimodal-AGI / fMRI Decoding / Brain-Computer Interface / Multiomics based AI cell simulation \

Popular repositories Loading

  1. Smaller25 Smaller25 Public

    2

  2. 23_Neuromatch 23_Neuromatch Public

    practice for 23' Neuromatch study

    MATLAB 1 2

  3. Medical-segmentation-Challenge-2021 Medical-segmentation-Challenge-2021 Public

    https://maic.or.kr/competitions/8/infomation

    Jupyter Notebook 2

  4. KUBIG_2021_FALL KUBIG_2021_FALL Public

    Forked from KU-BIG/KUBIG_2021_FALL

    Repository for KUBIG 2021 Fall's slides, study, and projects (학회장 성유지 임효진 조규선)

    Jupyter Notebook

  5. StyleGAN_Project StyleGAN_Project Public

    Forked from ChoiDae1/Image-Manipulation-Project

    Repo for StyleGAN_Project (2022 KUBIG Winter Study_CV 분반)

    Jupyter Notebook

  6. avatarpy avatarpy Public

    Forked from jeakwon/avatarpy

    avatarpy : for analysis of mouse's subtle movement

    Jupyter Notebook