1. 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
2. Dynamic Stability Monitoring of Complex Human Motion Sequences via Precision Computer Vision Open Access Author: Scott, Jesse Title: Dynamic Stability Monitoring of Complex Human Motion Sequences via Precision Computer Vision Graduate Program: Computer Science and Engineering (PHD) Keywords: image-based stabilitydeep learningmachine learningCenter of MassBase of SupportCenter of Pressurestabilitybalancemotion capturefoot pressurevideohuman poseTaijibiomechanicsstability metricsfallscomputer vision File: Download CompositeResults-Subject1-Take3.mp4Download CompositeResults-Subject9-Take3.mp4Download CompositeResults-SingleView.mp4Download JesseScott-Dissertation-Final-12-12-22.pdf Committee Members: Yanxi Liu, Co-Chair & Dissertation AdvisorJohn Challis, Outside Unit & Field MemberRobert Collins, Co-Chair & Dissertation AdvisorGuohong Cao, Major Field MemberChitaranjan Das, Program Head/Chair
3. Mitigating Unfairness In Deep Learning Open Access Author: Dasu, Vishnu Title: Mitigating Unfairness In Deep Learning Graduate Program: Computer Science and Engineering (MS) Keywords: machine learningfairnesssoftware engineeringdeep learning File: Download MS_Thesis_PSU__Final_.pdf Committee Members: G. Gary Tan, Thesis Advisor/Co-AdvisorShagufta Mehnaz, Committee MemberChitaranjan Das, Program Head/Chair