1. Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning Open Access Author: Dusch, William George Title: Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning Graduate Program: Physics Keywords: scanning tunneling microscopydata sciencemachine learningpythondata analysisdeep learningscanning probe microscopycondensed mattersoftwarevibration cancellationautomationunsupervised learningphysics File: Download FinalDissertation-BillDusch.pdf Committee Members: Eric Hudson, Dissertation Advisor/Co-AdvisorEric Hudson, Committee Chair/Co-ChairJorge Sofo, Committee MemberMauricio Terrones, Committee MemberRoman Engel-Herbert, Outside Member
2. Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation Open Access Author: Kumar, Vikas Title: Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation Graduate Program: Computer Science and Engineering (MS) Keywords: Facial expression recognitionstudent-teacher networksemisupervised learningmulti-level attentionFacial expression recognition student-teacher networksemisupervised learning multi-level attentionfacial expression recognitionunsupervised learningstudent teacher networkmachine learningdeep learningGANCNN File: Download Thesis.pdf Committee Members: Chitaranjan Das, Program Head/ChairDaniel Kifer, Thesis Advisor/Co-AdvisorC Lee Giles, Committee Member
