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Ki-Ung Song

Problem Solver with AI and Mathematics Who Wants to Change the World
Seoul, South Korea

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08-09-2024

Neural Solver Towards Future of Simulation: Deep Dive

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08-09-2024

Neural Solver Towards Future of Simulation: Exploration

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Since May 2023

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Deepest: SNU Deep Learning Society


Deep Learning Society of Seoul National University

Oct 2021 - Current
  • A collaborative community where members host presentation to share expertise in various areas of DL.
  • Fosters learning through seasonal projects, tackling challenges and exploring deep learning advancements.

Parallel Computing Study

Oct 2023 - Feb 2024
  • Explored GPU basics and CUDA kernel fundamentals.

DeepMind Project

Oct 2022 - Feb 2023
  • Studied Multi-Agent RL and reviewed DeepMind research papers.

MLOps Project

May 2022 - Aug 2022
  • Developed an 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.
  • Achieved Rank #2 (×4 track) & Rank #1 (×8 track) at “Learning the Super-Resolution Space Challenge” in CVPR 2022 Workshops.

Offline RL Project

Nov 2021 - Feb 2022
  • Implemented and tested offline RL papers in PyTorch.
  • Analyzed results, limitations, and improvements with the team.

Featured Updates

08-09-2024

Neural Solver Towards Future of Simulation: Deep Dive

Post

08-09-2024

Neural Solver Towards Future of Simulation: Exploration

Post

Since May 2023

LLM4Finance

Project

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