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Robust Deep Learning Algorithms for System Identification
Keyword:
Neural Network
,
Neural Network Regularization
,
Ordinary Differential Equations
,
Generalization Gap
,
Deep Learning
, and
System Identification
Creator:
Negrini, Elisa
Advisor:
Citti, Giovanna
and
Capogna, Luca
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit:
Mathematical Sciences
Searching for Contextual Subtasks for Semantic Segmentation
Keyword:
Semantic Segmentation
,
Deep Learning
, and
Computer Vision
Creator:
McLaughlin, Connor
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Prediction and Observation Timing in Time Series Classification
Keyword:
Deep Learning
and
Time Series
Creator:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-14
Resource Type:
Dissertation
Degree:
PhD
Unit:
Data Science
Redesigning Deep Neural Networks for Resource-Efficient Inference
Keyword:
Deep Learning
,
Efficient Inference
,
Neural Network
, and
Mobile Inference
Creator:
Dai, Xin
Advisor:
Kong, Xiangnan
and
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-26
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
IndexPen: Two-Finger Text Input with Millimeter-Wave Radar
Keyword:
Radio Frequency(RF) signal
,
Real-time Signal Processing
,
Transfer Learning
,
Mobile Computing and Human Computer Interaction
,
Deep Learning
, and
Embedded System
Creator:
Wei, Haowen
Advisor:
Pahlavan, Kaveh
and
Solovey, Erin
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-11-17
Resource Type:
Major Qualifying Project
Understanding User Perceptions and Accuracy of Real-time In-Air Text Entry With Millimeter Wave Radar
Keyword:
Real-time Signal Processing
,
Embedded System
,
Transfer Learning
,
Mobile Computing and Human Computer Interaction
,
Deep Learning
, and
Radio Frequency(RF) signal
Creator:
Wei, Haowen
Advisor:
Solovey, Erin
and
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-13
Resource Type:
Interactive Qualifying Project
Autonomous Driving Perception System on FPGA
Keyword:
FPGA
,
Autonomous Driving
, and
Deep Learning
Creator:
Bai, Lin
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-11-23
Resource Type:
Dissertation
Degree:
PhD
Unit:
Electrical & Computer Engineering
Applications of Machine Learning in Real-time Brain Tissue Strain Estimation
Keyword:
Concussion
,
Brain Injury
,
Deep Learning
,
Convolutional Neural Network
, and
Finite Element
Creator:
Ghazi, Kianoosh
Advisor:
Ji, Songbai
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit:
Biomedical Engineering
Empowering Computer Vision Models with Deep Learning for Robotic Perception and Drone Geolocation
Keyword:
Perception
,
Robotic Vision
,
Autonomous Driving
,
Deep Learning
, and
Computer Vision
Creator:
Zhao, Yiming
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-27
Resource Type:
Dissertation
Degree:
PhD
Unit:
Electrical & Computer Engineering
Cycles Improve Conditional Generators
Keyword:
Deep Learning
,
Generation
,
Conditional
,
GAN
,
Machine Leaning
, and
Cycle
Creator:
Moore, Alexander M.
Advisor:
Kong, Xiangnan
and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
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