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

open_access

Open Access

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

2. Robust Image Classification based on Pixel Importance

open_access

Open Access

Author:: Chun, Chaewan
Title:: Robust Image Classification based on Pixel Importance
Area of Honors:: Computer Science
Keywords:: adversarial attack
image analysis
machine learning
CNN
heatmap-based blurring
robustness
File:: Download Schreyer_Honors_Thesis_Chun.pdf
Thesis Supervisors:: Jia Li, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor