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Author:

Davis, Steven

Title:

Maritime Navigation and Contact Avoidance through Reinforcement Learning

Graduate Program:

Computer Science and Engineering

Keywords:

reinforcement learning
machine learning
maritime
unmanned underwater vehicle
autonomous underwater vehicle
q learning
navigation
autonomous

File:

Download Davis_MS_Thesis_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Phillip Sustersic, Jr., Thesis Advisor/Co-Advisor

Author:

Hakimi, Zeinab

Title:

Collaborative Inference for Distributed Camera System

Graduate Program:

Computer Science and Engineering

Keywords:

Multi View Convolutional Neural Network
Distributed System
Context Awareness
DNN
Object Recognition

File:

Download Thesis_Hakimi.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Bhuvan Urgaonkar, Program Head/Chair

Author:

Shin, Philip

Title:

CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA

Graduate Program:

Computer Science and Engineering

Keywords:

Context-Aware
Object Detection
Deep Learning
Convolutional Neural Network
MVCNN-Wavg
Multi Camera
Distributed System

File:

Download Shin_Philip_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

Author:

Anderson, Skyler

Title:

Adaptive Neural Network Architectures for Power Aware Inference

Graduate Program:

Computer Science and Engineering

Keywords:

Neural Networks
Power aware inference
convolutional neural networks
semantic segmentation

File:

Download Thesis_Skyler_Anderson.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Kim, Dong

Title:

Sensor Aware Machine Learning For Edge Devices

Graduate Program:

Computer Science and Engineering

Keywords:

convolutional neural network
machine learning
synthetic dataset

File:

Download Chris_Dong_Hyun_Kim_Master_s_Thesis_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kyusun Choi, Committee Member
John Morgan Sampson, Committee Member

Author:

Shah, Shail Paragbhai

Title:

CHARACTERIZING AND OPTIMIZING ON-CHIP SHARED MEMORY RESOURCES USING MARKET-DRIVEN MECHANISMS

Graduate Program:

Computer Science and Engineering

Keywords:

Resource Allocation
last level caches
characterization
memory bandwidth
auction mechanism
game theory

File:

Download Shail_thesis.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

Author:

Huang, Yongzhe

Title:

Automatic IDL Generation for Privilege Separation

Graduate Program:

Computer Science and Engineering

Keywords:

privilege separation
IDL
program partition

File:

Download Master_Thesis_yongzhe_huang.pdf

Committee Members:

Gang Tan, Thesis Advisor/Co-Advisor
Trent Jaeger, Committee Member

Author:

Jain, Aman

Title:

SplitServe: Efficiently splitting complex workloads over IaaS and FaaS

Graduate Program:

Computer Science and Engineering

Keywords:

Public Cloud Computing
Distributed Computing

File:

Download MS_Thesis.pdf

Committee Members:

Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member

Author:

Mahmood, Navid

Title:

APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES

Graduate Program:

Computer Science and Engineering

Keywords:

Adversarial learning
deep learning
image synthesis
residual learning
Deep learning
Medical image
Generative network
Image registration
Residual learning

File:

Download Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Committee Member

Author:

Hsu, Ting Yao

Title:

AUTOMATED VISUAL STORYTELLING POST-EDITING

Graduate Program:

Computer Science and Engineering

Keywords:

vision-to-language
post-editing
computer vision
natural language processing
deep learning
image captioning

File:

Download Master_Thesis___Automated_Visual_Storytelling_Post_editing.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member