Vivienne Sze
6 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Conference Pioneer
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Research topics
Machine Learning
(4)
Application Areas
(4)
Deep Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Mathematics
(1)
Processing
(1)
Techniques
(1)
Keywords
network pruning
(2)
model compression
(2)
hyperparameter optimization
(1)
image reconstruction
(1)
neural architecture search
(1)
efficient inference
(1)
neural compression
(1)
neural network optimization
(1)
efficient computing
(1)
mutual information
(1)
network optimization
(1)
convolutional neural network
(1)
feature map
(1)
filter pruning
(1)
field programmable gate array
(1)
ordered dropout
(1)
hardware optimization
(1)
video conferencing
(1)
facial landmark
(1)
occupancy grid
(1)
Papers
Gemino: Practical and Robust Neural Compression for Video Conferencing
NSDI 2024
NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization
CVPR 2021
High-Throughput Computation of Shannon Mutual Information on Chip
RSS 2019
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
ECCV 2018
Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning
CVPR 2017
Visual-Inertial Odometry on Chip: An Algorithm-and-Hardware Co-design Approach
RSS 2017