Code Monkey home page Code Monkey logo

😄 Hi, I'm Lee Byung Joon (powerpowe)

🏫 SKKU Math & Applied AI

🥼 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?
  • Continual Learning

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

Tabular Data

  • Deep Tabular Learning

  • Decision tree based algorithms

📚 Skills

Main

Secondary (or currently studying)

📟 Projects

  • 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

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)

Lee, Byung Joon's Projects

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.