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Author:

He, Dafang

Title:

Scene Text Understanding in Natural Images With Convolutional Neural Networks

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Convolutional Neural Networks
Scene Text
Detection

File:

Download DafangHe_Dissertation.pdf

Committee Members:

Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
James Z Wang, Committee Member
Daniel Kifer, Outside Member

Author:

Yang, Xiao

Title:

Robust Text Spotting in Natural Images with Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Text Spotting
Text Recognition
Deep Learning
Computer Vision
Text Detection

File:

Download XiaoYang_Dissertation.pdf

Committee Members:

Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Robert Collins, Committee Member
Zihan Zhou, Outside Member

Author:

Jenkins, Porter

Title:

Towards Sample Efficiency in Deep Learning

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Machine Learning
Bayesian
Representation Learning

File:

Download Final_Defense__Towards_Statistical_Efficiency_in_Deep_Learning.pdf

Committee Members:

Jessie Li, Dissertation Advisor/Co-Advisor
Jessie Li, Committee Chair/Co-Chair
Suhang Wang, Committee Member
Zihan Zhou, Committee Member
Ephraim Mont Hanks, Outside Member
Vasant Gajanan Honavar, Program Head/Chair

Author:

Xue, Yuan

Title:

Deep Generative Models for Medical Images and Beyond

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Computer Vision
Generative Models
Medical Image Analysis

File:

Download Deep_Generative_Models_for_Medical_Images_and_Beyond.pdf

Committee Members:

Sharon Xiaolei Huang, Dissertation Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
Ting Wang, Committee Member
Robert Collins, Outside Member
James Duncan, Special Member
Mary Beth Rosson, Program Head/Chair