Ki-Ung Song
Problem Solver Who Wants To Change the World Through AI and Mathematics
Seoul, South Korea
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08-09-2024
Neural Solver Towards Future of Simulation: Deep DivePost
08-09-2024
Neural Solver Towards Future of Simulation: ExplorationPost
Since May 2023
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See All >>Deepest: SNU Deep Learning Society
Deep learning society of Seoul national university.
Oct 2021 - Current- A collaborative community where members regularly host presentations to share expertise in various areas of deep learning.
- The society fosters learning and growth through seasonal projects, tackling new challenges and exploring cutting-edge advancements in the field.
Parallel Computing Study
Oct 2023 - Feb 2024
- Familiarized with GPU basics.
- Learned CUDA kernel fundamentals.
DeepMind Project
Oct 2022 - Feb 2023
- Studied Multi-Agent RL.
- Reviewed various papers from DeepMind.
MLOps Project
May 2022 - Aug 2022
- Built MLOps pipeline for financial news summarization and recommendation using pretrained language models.
NTIRE 2022 Challenge Team
Nov 2021 - April 2022
- Participated in NTIRE 2022 at CVPR, focusing on high-frequency information in super-resolution.
- The project proceeded based on the idea that the key information in super-resolution images is in the high-frequency domain.
- Achieved Rank #2 for ×4 track and Rank #1 for ×8 track of “Learning the Super-Resolution Space Challenge” with findings published in CVPR 2022 Workshops.
Offline RL Project
Nov 2021 - Feb 2022
- Reviewed and implemented offline RL papers in Pytorch to test performance.
- Discussed results, limitations, and improvements with the team.
Featured Updates
08-09-2024
Neural Solver Towards Future of Simulation: Deep DivePost
08-09-2024
Neural Solver Towards Future of Simulation: ExplorationPost
Since May 2023
LLM4FinanceProject