Tien-Ju Yang

1. Efficient Processing of Deep Neural Networks: A Tutorial and Survey
   2017/03/27 by Vivienne Sze, Yu‐Hsin Chen, Sze, Vivienne +6 · 3 voices · 56 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #cs.CV
2. Efficient Processing of Deep Neural Networks: A Tutorial and Survey
   2017/11/20 by Vivienne Sze, Yu‐Hsin Chen, Yu-Hsin Chen +3 · 162 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices
3. Designing Energy-Efficient Convolutional Neural Networks using Energy-Aware Pruning
   2016/11/16 by Tien-Ju Yang, Yu‐Hsin Chen, Yang, Tien-Ju +3 · 10 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Human Pose and Action Recognition #Advanced Memory and Neural Computing
4. NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
   2018/04/09 by Tien-Ju Yang, Yang, Tien-Ju, Andrew Howard +13 · 9 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
5. NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization
   2021/03/31 by Tien-Ju Yang, Yi-Lun Liao, Yang, Tien-Ju +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
6. Online Model Compression for Federated Learning with Large Models
   2022/05/06 by Tien-Ju Yang, Yonghui Xiao, Yang, Tien-Ju +9 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Speech Recognition and Synthesis #Speech and Audio Processing
7. Federated Pruning: Improving Neural Network Efficiency with Federated Learning
   2022/09/14 by Rongmei Lin, Lin, Rongmei, Yonghui Xiao +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Privacy-Preserving Technologies in Data #Speech Recognition and Synthesis