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powerpowe/README.md

😄 Hi, I'm Lee Byung Joon (powerpowe)

🏫 Bachelor of Science in Mathematics & Bachelor of Applied Artificial Intelligence

🥼 SKKU IISLab

📧 [email protected] / [email protected]

🧑 My blog

🎈 Interests

Deep Learning for Real World Data

  • Long Tailed Learning

    • How should we handle imbalanced data?

  • Online Learning

    • How should we handle streaming real time data?

  • Domain Generalization / Test-Time Adaptation

Tabular Data

  • Deep Tabular Learning

  • Decision tree based algorithms

📚 Skills

Main

Secondary (or currently studying)

📟 Projects

face-mouse-control

  • Alternative Input Method Using Real-Time Face Recognition

📃 Papers

Journal

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

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

Conference

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)

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

  • Joint Conference of Korean Artificial Intelligence Association (JKAIA)

Pinned Loading

  1. solving-baekjoon solving-baekjoon Public

    solving baekjoon

    Python

  2. Musinsa-search-with-restriction Musinsa-search-with-restriction Public

    Use restrictions correctly on Musinsa

    Python