Vivienne Sze

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 · 53 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 · 155 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 · 9 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. Navion: A 2mW Fully Integrated Real-Time Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones
   2018/09/15 by Amr Suleiman, Suleiman, Amr, Zhengdong Zhang +7 · 3 citations
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
6. FSMI: Fast computation of Shannon Mutual Information for information-theoretic mapping
   2019/05/06 by Zhengdong Zhang, Zhang, Zhengdong, Trevor Henderson +5 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Target Tracking and Data Fusion in Sensor Networks #Underwater Vehicles and Communication Systems
7. NetAdaptV2: Efficient Neural Architecture Search with Fast Super-Network Training and Architecture Optimization
   2021/03/31 by Tien-Ju Yang, Yang, Tien-Ju, Yi-Lun Liao +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
8. Developing a Series of AI Challenges for the United States Department of the Air Force
   2022/07/14 by Vijay Gadepally, Gregory Angelides, Gadepally, Vijay +81 · 1 citation
   Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computers and Society (cs.CY) #Data Quality and Management #FOS: Computer and information sciences #Scientific Computing and Data Management
9. G²SR: Geometric Methods for Fast and Memory-Efficient Gaussian-based Surface Reconstruction
   2026/07/16 by Dasong Gao, Vivienne Sze, Sertac Karaman
   #cs.CV #cs.RO