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Guo, Tian
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MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference
Keyword:
Mobile Deep Inference
,
Deep Learning
, and
Cloud Computing
Creator:
Ogden, Samuel
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-09-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Sparse Learning in Brain Networks and Brain-like Artificial Intelligence
Keyword:
sparse modeling
,
spiking neural network
,
gaussian mixture model
,
spatio-temporal data
,
graphical lasso
, and
spike train
Creator:
Yin, Hang
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Residential Network Security: Using Software-defined Networking to Inspect and Label Traffic
Keyword:
Cybersecurity
and
Residential Network Security
Creator:
Liu, Yu
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Redesigning Deep Neural Networks for Resource-Efficient Inference
Keyword:
Deep Learning
,
Neural Network
,
Efficient Inference
, and
Mobile Inference
Creator:
Dai, Xin
Advisor:
Guo, Tian
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Rethink Lighting Estimation for 3D Vision-enabled Mobile Augmented Reality
Keyword:
Augmented Reality
,
Lighting Estimation
, and
Mobile System
Creator:
Zhao, Yiqin
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Protecting Model Confidentiality for Machine Learning as a Service
Keyword:
Machine Learning
,
Security
,
Model Extraction
, and
Trusted Execution Environment
Creator:
Truong, Jean-Baptiste
Advisor:
Walls, Robert Joseph
and
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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Guo, Tian
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Agu, Emmanuel O.
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Cheng, Yue
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Claypool, Mark L.
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Guo, Tian
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Computer Science
5
Data Science
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Worcester Polytechnic Institute
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Dissertation
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License
https://creativecommons.org/licenses/by/4.0/
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