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Start Over Year 2019 Keyword deep learning

1. Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning

open_access
Open Access
Author:
Dusch, William George
Title:
Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning
Graduate Program:
Physics
Keywords:
scanning tunneling microscopy
data science
machine learning
python
data analysis
deep learning
scanning probe microscopy
condensed matter
software
vibration cancellation
automation
unsupervised learning
physics
File:
Download FinalDissertation-BillDusch.pdf
Committee Members:
Eric Hudson, Dissertation Advisor/Co-Advisor
Eric Hudson, Committee Chair/Co-Chair
Jorge Sofo, Committee Member
Mauricio Terrones, Committee Member
Roman Engel-Herbert, Outside Member

2. APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES

open_access
Open Access
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

3. AUTOMATED VISUAL STORYTELLING POST-EDITING

open_access
Open Access
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