Lee, Youngwan

1. An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection
   2019/04/22 by Lee, Youngwan, Hwang, Joong-won, Lee, Sangrok +2 · 19 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. CenterMask : Real-Time Anchor-Free Instance Segmentation
   2019/11/15 by Lee, Youngwan, Park, Jongyoul · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. MPViT: Multi-Path Vision Transformer for Dense Prediction
   2021/12/21 by Youngwan Lee, Jonghee Kim, Lee, Youngwan +5 · 9 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Machine Learning and ELM #Brain Tumor Detection and Classification
4. KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
   2023/12/07 by Lee, Youngwan, Park, Kwanyong, Cho, Yoorhim +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding
   2024/12/03 by Kangsan Kim, Geon Park, Kim, Kangsan +7 · 5 citations
   Computer Science · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
6. Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders
   2022/10/05 by Youngwan Lee, Jeffrey Willette, Lee, Youngwan +7 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
7. A Training-free Sub-quadratic Cost Transformer Model Serving Framework With Hierarchically Pruned Attention
   2024/06/14 by Hee Jun Lee, Geon Park, Lee, Heejun +14 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
8. EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
   2022/11/19 by Hwang, Sunil, Yoon, Jaehong, Lee, Youngwan +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)