Deepest: SNU Deep Learning Society

Deep learning society of Seoul national university.

Oct 2021 - Current
  • Each member hosts presentations on their areas of expertise.
  • Various DL projects are collaboratively proposed and executed each season.

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.