Vivienne Sze

Massachusetts Institute of Technology, IIT@MIT

Papers

22

Total Citations

4,576

H-Index

12

About

No biography available yet.

Research Focus

Computer science22 · 4,576 citations
Artificial intelligence22 · 4,576 citations
Robot14 · 4,382 citations
Machine learning4 · 4,182 citations
Key (lock)7 · 4,152 citations
Robotics7 · 4,135 citations
Computer architecture3 · 4,125 citations
Efficient energy use4 · 4,065 citations
Computer engineering3 · 4,051 citations
Artificial neural network3 · 4,051 citations
Deep neural networks2 · 4,029 citations
Implementation2 · 4,029 citations

Key Achievements

12
H-Index
22
Papers
4,576
Total Citations
208
Avg Citations/Paper
🏆 Most Cited Paper
Efficient Processing of Deep Neural Networks: A Tutorial and Survey
3,979 citations · 2017
📈 Most Prolific Year: 2017 (7 Papers)
🤝 Key Collaborators: 16
🏛 Institutions: Massachusetts Institute of Technology, IIT@MIT

Top Papers

  1. 1
    Efficient Processing of Deep Neural Networks: A Tutorial and Survey
    3,979 citations · 2017
  2. 2
    Navion: A 2-mW Fully Integrated Real-Time Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones
    154 citations · 2019
  3. 3
    Hardware for machine learning: Challenges and opportunities
    96 citations · 2018
  4. 4
    Designing Hardware for Machine Learning: The Important Role Played by Circuit Designers
    57 citations · 2017
  5. 5
    Navion: A Fully Integrated Energy-Efficient Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones
    53 citations · 2018
  6. 6
    Efficient Processing of Deep Neural Networks: A Tutorial and Survey
    50 citations · 2017
  7. 7
    FSMI: Fast computation of Shannon mutual information for information-theoretic mapping
    35 citations · 2020
  8. 8
    Towards closing the energy gap between HOG and CNN features for embedded vision
    34 citations · 2017
  9. 9
    FastDepth: Fast Monocular Depth Estimation on Embedded Systems
    22 citations · 2019
  10. 10
    An Efficient and Continuous Approach to Information-Theoretic Exploration
    16 citations · 2020

Key Collaborators

SKSertaç Karaman14 shared papersZZZhengdong Zhang9 shared papersASAmr Suleiman7 shared papersJEJoel Emer5 shared papersYCYu‐Hsin Chen4 shared papersPZPeter Zhi Xuan Li4 shared papersLCLuca Carlone4 shared papersTYTien-Ju Yang3 shared papersTHTheia Henderson2 shared papersTHTrevor Henderson2 shared papersJNJames Noraky2 shared papersDWDiana Wofk1 shared papersFMFangchang Ma1 shared papersSSSoumya Sudhakar1 shared papersYCYu-Hsin Chen1 shared papersKGK.Gurnadha Gupta1 shared papers
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