👋 Hi there! I'm Youngwan, a senior 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. 🖥️🌏
See Google scholar for full list.
- KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis, NeurIPS 2024.
- RC-MAE: Exploring the Role of Mean Teachers in Self-supervised Masked Auto-Encoders, ICLR 2023.
- 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
- 📝 I enjoy
teachingtalking what Iknowlearn, 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
