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Start Over Year 2018 Keyword Deep Learning

1. Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform

open_access
Open Access
Author:
Krishna, Vinayaka N
Title:
Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform
Graduate Program:
Computer Science
Keywords:
Convolutional Neural Network
DenseNets
ResNet
Deep Learning
Visual Assistance System
Mobile Deep Learning
File:
Download VinayakaKrishna-DissertationFinal4.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Sampson, Committee Member
Bhuvan Urgaonkar, Committee Member

3. Prediction and Estimation of Human Motion using Generative-Adversarial Network

open_access
Open Access
Author:
Subbakrishna Adishesha, Amogh
Title:
Prediction and Estimation of Human Motion using Generative-Adversarial Network
Graduate Program:
Electrical Engineering
Keywords:
GANs
LSTM
Motion Prediction
Deep Learning
Neural Networks
AI
Prediction Error
File:
Download PS-Thesis-AmoghFinal.pdf
Committee Members:
Robert Collins, Thesis Advisor/Co-Advisor
David Jonathan Miller, Committee Member
Mehdi Kiani, Committee Member

4. On a Computation Model for Human and Machine Symmetry Perception

open_access
Open Access
Author:
Funk, Christopher A
Title:
On a Computation Model for Human and Machine Symmetry Perception
Graduate Program:
Computer Science and Engineering
Keywords:
Symmetry
Deep Learning
Convolutional Neural Networks
Machine Learning
Wallpaper Groups
Topology Comparison
EEG
File:
Download ChristopherFunk-Dissertation.pdf
Committee Members:
Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert Collins, Committee Member
William Evan Higgins, Committee Member
David T Reitter, Outside Member

5. Tailored Algorithms for Synthetic Aperture Image Formation and Analysis

open_access
Open Access
Author:
Mckay, John David
Title:
Tailored Algorithms for Synthetic Aperture Image Formation and Analysis
Graduate Program:
Electrical Engineering
Keywords:
Synthetic Aperture Sonar
Synthetic Aperture Radar
Deep Learning
Transfer Learning
automatic target recognition
File:
Download JohnMcKay-Dissertation.pdf
Committee Members:
Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Jeffrey Louis Schiano, Committee Member
Necdet S Aybat, Outside Member

6. Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods

open_access
Open Access
Author:
Fang, Kuai
Title:
Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods
Graduate Program:
Civil Engineering
Keywords:
Hydrology
Watershed Functioning
Water Storage
Soil Moisture
Machine Learning
Deep Learning
File:
Download Kuai_Thesis_Final.pdf
Committee Members:
Chaopeng Shen, Dissertation Advisor/Co-Advisor
Chaopeng Shen, Committee Chair/Co-Chair
Xiaofeng Liu, Committee Member
Klaus Keller, Committee Member
Daniel Kifer, Outside Member