Juhyun Lee

1. Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations
   2023/04/21 by Yu‐Hui Chen, Yu-Hui Chen, Chen, Yu-Hui +13 · 3 voices · 9 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial intelligence #Computer engineering #Computer science #Distributed computing #Generative Adversarial Networks and Image Synthesis #Inference #Latency (audio) #Mobile device #Operating system #Porting #Single-cell and spatial transcriptomics #Software #Software deployment #Stochastic Gradient Optimization Techniques
2. MediaPipe: A Framework for Building Perception Pipelines
   2019/06/14 by Camillo Lugaresi, Jiuqiang Tang, Lugaresi, Camillo +26 · 171 citations
   Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #cs.DC
3. Scaling On-Device GPU Inference for Large Generative Models
   2025/05/01 by Jiuqiang Tang, Tang, Jiuqiang, Raman Sarokin +13 · 3 voices · 5 citations
   Computer Science · #cs.LG #cs.AI
4. On-Device Neural Net Inference with Mobile GPUs
   2019/07/03 by Juhyun Lee, Lee, Juhyun, Nikolay Chirkov +15 · 3 citations
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC) #cs.CV #cs.DC #cs.LG #stat.ML
5. SNIDER: Single Noisy Image Denoising and Rectification for Improving License Plate Recognition
   2019/10/09 by Younkwan Lee, Juhyun Lee, Lee, Younkwan +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
6. Efficient Heterogeneous Video Segmentation at the Edge
   2022/08/24 by Jamie Menjay Lin, Siargey Pisarchyk, Lin, Jamie Menjay +17 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
7. Efficient Memory Management for Deep Neural Net Inference
   2020/01/10 by Yury Pisarchyk, Juhyun Lee, Pisarchyk, Yury +1 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG