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face-mouse-control's Introduction

๐Ÿ˜„ Hi, I'm Lee Byung Joon (powerpowe)

๐Ÿซ SKKU Math & Applied AI

๐Ÿฅผ SKKU IISLab

๐Ÿ“ง [email protected] / [email protected]

๐Ÿง‘ My blog

๐ŸŽˆ 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?
  • Continual Learning

    • How should we handle new data without catastrophic forgetting?
  • Light-weight Neural Network

Tabular Data

  • Deep Tabular Learning

  • Decision tree based algorithms

๐Ÿ“š Skills

Main

Secondary (or currently studying)

๐Ÿ“Ÿ Projects

  • Alternative Input Method Using Real-Time Face Recognition

๐Ÿ“ƒ 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

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)

face-mouse-control's People

Contributors

denev6 avatar

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