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powerpowe/README.md

😄 Hi, I'm Byung Joon Lee (powerpowe)

🏫 M.S. of Computer Science and Engineering (2024 - present)

🏫 B.S. of Mathematics & Applied Artificial Intelligence (2020-2024)

🥼 SKKU IISLab

📧 lbj2001@skku.edu / 2001lbj49@gmail.com

🧑 My blog

🎈 Interests

I am interested in developing robust AI models for suboptimal real-world data environments (e.g., domain-shifted, class-imbalanced, noisy data). Additionally, I am engaged in learning methods for streaming data (e.g., continual learning, test-time adaptation).

📚 Skills

Main

Secondary (or currently studying)

📟 Projects

face-mouse-control

  • Alternative Input Method Using Real-Time Face Recognition

📃 Papers

Stabilizing Open-Set Test-Time Adaptation via Primary-Auxiliary Filtering and Knowledge-Integrated Prediction

  • Accepted @ The 36th British Machine Vision Conference (BMVC)
  • Paper

Local Pattern Preserving Training for Mask-to-SEM Generation Model

  • Korean Institute of Intelligent Systems Autumn Conference 2025 (KIIS)
  • Collaborated with Samsung

CAFTTA: Mitigating Unseen Class Forgetting in Test-Time Adaptation with Knowledge Fusion

  • Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS)
  • Paper

Examination of Efficient Strategies on Knowledge Distillation Methods in Continual Learning

  • Korea Software Congress 2024 (KSC2024)
  • Paper

Considering Data Difficulty in Long Tailed Learning via Probability-Based Margin

  • Korean Institute of Intelligent Systems Autumn Conference 2023 (KIIS)

Privacy-preserving ECG Stress Prediction via Federated Learning

  • Korean Institute of Intelligent Systems Autumn Conference 2023 (KIIS)

Supervised Contrastive Learning for Improving Mental Illness Detection Using Smartwatch ECG

  • Korean Artificial Intelligence Association Fall Conference 2023 (KAIA)
  • Collaborated with Hippo T&C

Non-contact Input Method based on Face Recognition and Pyautogui Mouse Control

  • Journal of the Korea Institute of Information and Communication Engineering (JKIICE)
  • Paper

Pinned Loading

  1. solving-baekjoon solving-baekjoon Public

    solving baekjoon

    Python

  2. Random-ML-Paper-Picker Random-ML-Paper-Picker Public

    A application for randomly picking research papers from multiple top-tier conferences and years.

    Python