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Author:

Cao, Jeffery Xufeng

Title:

Using Generative Adversial Networks to Create Training Data from only Textual Descriptions

Area of Honors:

Computer Science

Keywords:

GAN
machine learning
CNN
text-to-image
Image Classification

File:

Download JefferyThesisFinal.pdf

Thesis Supervisors:

Thomas F La Porta, Thesis Supervisor
Ting He, Thesis Honors Advisor

Author:

Luo, Zhuolin

Title:

Robustness of LIME on Image Classification Models

Area of Honors:

Statistics

Keywords:

Explainable Artificial Intelligence
Convolutional Neural Network
Image Classification
LIME
Robustness of LIME
Trustworthiness of AI
Interpretability

File:

Download thesis_ZL.pdf

Thesis Supervisors:

Jia Li, Thesis Supervisor
Priyangi Kanchana Bulathsinhala, Thesis Honors Advisor

Author:

Burlovic, Benjamin

Title:

Defect Identification and Classification of Cellular Glass

Area of Honors:

Mechanical Engineering

Keywords:

Non Destructive Testing
Neural Networks
Image Classification
Machine Learning

File:

Download Burlovic_Benjamin_Honors_Thesis_Final.pdf

Thesis Supervisors:

Ryan L Harne, Thesis Supervisor
Margaret Louise Byron, Thesis Honors Advisor