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youngwanLEE/README.md

👋�? Hi there! I'm Youngwan, a researcher at ETRI and Ph.D student in Graduate school of AI at KAIST, where I'm advised by Prof. Sung Ju Hwang in the Machine Learning and Artificial Intelligence (MLAI) lab.

My research interest is how computers understand the world, including efficient 2D/3D neural network design, object detection, instance segmentation, semantic segmentation, and video classification. 🖥️🌏

Representative publications and Codes

See Google scholar for full list.

  • MPViT : Multi-Path Vision Transformer for Dense Prediction, CVPR 2022.
  • CenterMask : Real-Time Anchor-Free Instance Segmentation, CVPR 2020.
  • 2D convolutional neural network : VoVNet
  • 3D convolutional neural network : VoV3D

About me

  • 📝 I enjoy teaching what I know, so I am giving lectures on AI as an AI Facilitator at ETRI AI Academy.
  • 🌏🌱🌲🌊 ⛰️ I love to appreciate the beautiful nature.
  • 🎾 🏀 I enjoy playing tennis and basket ball.
  • 📫 How to reach me: yw.lee@etri.re.kr | ywlee88@kaist.ac.kr

Youngwan's GitHub stats

💪 Skills

Platforms & Languages

Python PyTorch Tensorflow Java Android

Pinned

  1. MPViT Public

    MPViT:Multi-Path Vision Transformer for Dense Prediction in CVPR 2022

    Python 104 3

  2. CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020

    Python 685 155

  3. CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

    Python 707 118

  4. VoVNet backbone networks for detectron2, in CVPR 2020

    Python 313 59

  5. VoV3D Public

    Efficient 3D Backbone Network for Temporal Modeling

    Python 91 4

167 contributions in the last year

Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mon Wed Fri

Contribution activity

March 2022

1 contribution in private repositories Mar 2