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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
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series
Keyword:
Feature extraction
,
Human Sleep
,
Interpretable Deep learning
,
Feature Visualization
, and
Learning representations
Creator:
Paisarnsrisomsuk, Sarun
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Keyword:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
Creator:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Keyword:
HDR image
,
medical image analysis
,
image enhancement
,
deep learning
, and
wound assessment
Creator:
Hou, Songlin
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Making Sense of Human-generated Spatial-temporal Data from Urban Environment
Keyword:
human behavior analysis
,
spatial-temporal data
,
imitation learning
,
smart cities
,
explainable artificial intelligence
, and
data mining
Creator:
Pan, Menghai
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-22
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
Detecting Evasive Multiprocess Ransomware
Keyword:
ransomware
Creator:
LaPointe, Ryan R.
Advisor:
DeCarli, Lorenzo
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Text Representations of Math Tutorial Videos for Clustering, Retrieval, and Learning Gain Prediction
Keyword:
Crowdsourcing
,
Open educational resources (OER)
, and
Information Retrieval
Creator:
Liamthong, Pichayut
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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Adamjee, Merzia Naeem
1
Adams, Daniel Alan
1
Adjei, Seth Akonor
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1
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Agu, Emmanuel O.
21
Alvarez, Sergio A.
2
Arroyo, Ivon
4
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8
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Agu, Emmanuel O.
32
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Ari, Ismail
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Unit (Department)
Computer Science
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387
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Worcester Polytechnic Institute
387
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Thesis
290
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94
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https://creativecommons.org/licenses/by-nc/4.0/
4