Vivienne Sze
Orcid: 0000-0003-4841-3990Affiliations:
- Massachusetts Institute of Technology, MA, USA
According to our database1,
Vivienne Sze
authored at least 108 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on rle.mit.edu
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on acm.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
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Bibliography
2024
IEEE Trans. Robotics, 2024
Modeling Analog-Digital-Converter Energy and Area for Compute-In-Memory Accelerator Design.
CoRR, 2024
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024
2023
Individualized Tracking of Neurocognitive-State-Dependent Eye-Movement Features Using Mobile Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023
IEEE Micro, 2023
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023
HighLight: Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2023
RAELLA: Reforming the Arithmetic for Efficient, Low-Resolution, and Low-Loss Analog PIM: No Retraining Required!
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023
2022
App-Based Saccade Latency and Directional Error Determination Across the Adult Age Spectrum.
IEEE Trans. Biomed. Eng., 2022
Developing a Series of AI Challenges for the United States Department of the Air Force.
CoRR, 2022
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
2021
Proceedings of the IEEE International Solid-State Circuits Conference, 2021
Proceedings of the IEEE International Solid-State Circuits Conference, 2021
Sparseloop: An Analytical, Energy-Focused Design Space Exploration Methodology for Sparse Tensor Accelerators.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021
Efficient Computation of Map-scale Continuous Mutual Information on Chip in Real Time.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the 31st Data Compression Conference, 2021
NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers, ISBN: 978-3-031-01766-7, 2020
IEEE J. Biomed. Health Informatics, 2020
IEEE Trans. Circuits Syst. Video Technol., 2020
FSMI: Fast computation of Shannon mutual information for information-theoretic mapping.
Int. J. Robotics Res., 2020
Proceedings of the 2020 International Symposium on VLSI Design, Automation and Test, 2020
An Architecture-Level Energy and Area Estimator for Processing-In-Memory Accelerator Designs.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
2019
Navion: A 2-mW Fully Integrated Real-Time Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones.
IEEE J. Solid State Circuits, 2019
Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019
Design Considerations for Efficient Deep Neural Networks on Processing-in-Memory Accelerators.
CoRR, 2019
Proceedings of the Robotics: Science and Systems XV, 2019
FSMI: Fast Computation of Shannon Mutual Information for Information-Theoretic Mapping.
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Accelergy: An Architecture-Level Energy Estimation Methodology for Accelerator Designs.
Proceedings of the International Conference on Computer-Aided Design, 2019
2018
A Fully Integrated Energy-Efficient H.265/HEVC Decoder With eDRAM for Wearable Devices.
IEEE J. Solid State Circuits, 2018
Navion: A 2mW Fully Integrated Real-Time Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones.
CoRR, 2018
Eyeriss v2: A Flexible and High-Performance Accelerator for Emerging Deep Neural Networks.
CoRR, 2018
CoRR, 2018
Navion: A Fully Integrated Energy-Efficient Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones.
Proceedings of the 2018 IEEE Symposium on VLSI Circuits, 2018
Proceedings of the 2018 IEEE International Solid-State Circuits Conference, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Determination of Saccade Latency Distributions using Video Recordings from Consumer-grade Devices.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Custom Integrated Circuits Conference, 2018
2017
Proc. IEEE, 2017
IEEE Micro, 2017
A 58.6 mW 30 Frames/s Real-Time Programmable Multiobject Detection Accelerator With Deformable Parts Models on Full HD 1920×1080 Videos.
IEEE J. Solid State Circuits, 2017
Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks.
IEEE J. Solid State Circuits, 2017
CoRR, 2017
Proceedings of the Robotics: Science and Systems XIII, 2017
Towards closing the energy gap between HOG and CNN features for embedded vision (Invited paper).
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Custom Integrated Circuits Conference, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
An Energy-Efficient Hardware Implementation of HOG-Based Object Detection at 1080HD 60 fps with Multi-Scale Support.
J. Signal Process. Syst., 2016
Introduction to the Special Issue on HEVC Extensions and Efficient HEVC Implementations.
IEEE Trans. Circuits Syst. Video Technol., 2016
A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps.
CoRR, 2016
A 58.6mW real-time programmable object detector with multi-scale multi-object support using deformable parts model on 1920×1080 video at 30fps.
Proceedings of the 2016 IEEE Symposium on VLSI Circuits, 2016
14.5 Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks.
Proceedings of the 2016 IEEE International Solid-State Circuits Conference, 2016
Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks.
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016
2015
A Deeply Pipelined CABAC Decoder for HEVC Supporting Level 6.2 High-Tier Applications.
IEEE Trans. Circuits Syst. Video Technol., 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Proceedings of the High Efficiency Video Coding (HEVC), Algorithms and Architectures, 2014
Proceedings of the High Efficiency Video Coding (HEVC), Algorithms and Architectures, 2014
IEEE J. Solid State Circuits, 2014
Energy-efficient HOG-based object detection at 1080HD 60 fps with multi-scale support.
Proceedings of the 2014 IEEE Workshop on Signal Processing Systems, 2014
Energy and area-efficient hardware implementation of HEVC inverse transform and dequantization.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Cost and Coding Efficient Motion Estimation Design Considerations for High Efficiency Video Coding (HEVC) Standard.
IEEE J. Sel. Top. Signal Process., 2013
IEEE J. Sel. Top. Signal Process., 2013
Proceedings of the IEEE Workshop on Signal Processing Systems, 2013
Proceedings of the 2013 IEEE International Solid-State Circuits Conference, 2013
2012
IEEE Trans. Circuits Syst. Video Technol., 2012
IEEE J. Solid State Circuits, 2012
Proceedings of the 2012 Picture Coding Symposium, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Hardware-aware motion estimation search algorithm development for high-efficiency video coding (HEVC) standard.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Joint algorithm-architecture optimization of CABAC to increase speed and reduce area cost.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
2009
Multicore Processing and Efficient On-Chip Caching for H.264 and Future Video Decoders.
IEEE Trans. Circuits Syst. Video Technol., 2009
Proceedings of the International Conference on Image Processing, 2009
2008
Proceedings of the International Conference on Image Processing, 2008
2007
Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007
2006
An Energy Efficient Sub-Threshold Baseband Processor Architecture for Pulsed Ultra-Wideband Communications.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006