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Open Access

Author:: Ayub, Ali
Title:: Few-Shot Continual Learning of Visual Concepts
Graduate Program:: Electrical Engineering
Keywords:: Continual Learning
Catastrophic Forgetting
Human-Robot Interaction
Self-Supervised Learning
Curiosity-Driven Learning
Cognitively-Inspired Learning
Robotics
Machine Learning
Computer Vision
File:: Download PhD_Thesis___Ali_Ayub.pdf
Committee Members:: Sven G Bilen, Dissertation Advisor/Co-Advisor
Sven G Bilen, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Vishal Monga, Committee Member
Elisabeth Karuza, Outside Member
Alan R. Wagner, Dissertation Advisor/Co-Advisor
Alan Richard Wagner, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Open Access

Author:: Deokuliar, Harsh
Title:: Object detection using drone-based aerial imagery in urban planning and land development projects
Graduate Program:: Data Analytics (MS)
Keywords:: Urban development
Machine Learning
Computer Vision
Object detection
UAV Imagery
File:: Download Harsh_Deokuliar_Thesis.pdf
Committee Members:: Raghu Sangwan, Program Head/Chair
Raghu Sangwan, Thesis Advisor/Co-Advisor
Youakim Badr, Committee Member
Adrian Sorin Barb, Committee Member

Open Access

Author:: Dasari, Chandu
Title:: Action classification for videos in sports
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Computer Vision
Sports Analytics
Human Pose Estimation
Open Pose
YoloV5
Machine Learning
Deep Learning
File:: Download Thesis_Chandu_Dasari.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Mahanth Gowda, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Bhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor

Open Access

Author:: Reimer, Tyler
Title:: A UAV IMAGING APPLICATION TO MONITOR BLACK CHERRY FLOWERING AND REGENERATION IN ALLEGHENY NATIONAL FOREST IN PENNSYLVANIA
Graduate Program:: Agricultural and Biological Engineering (MS)
Keywords:: UAV
Drone
Black Cherry
Machine Learning
Computer Vision
Deep Learning
YOLO
File:: Download Tyler_Reimer_Thesis.pdf
Committee Members:: Suat Irmak, Program Head/Chair
Daeun Choi, Thesis Advisor/Co-Advisor
Kelli Hoover, Committee Member
Douglas Alan Miller, Committee Member

Open Access

Author:: Li, Junde
Title:: Machine Learning and Optimization Applications on Near-term Quantum Computers
Graduate Program:: Computer Science and Engineering (PHD)
Keywords:: Machine Learning
Quantum Computing
Computer Vision
Optimization
Variational Quantum Algorithms
Generative Models
Quantum Computation Advantages
File:: Download phd_dissertation_junde.pdf
Committee Members:: Chitaranjan Das, Program Head/Chair
Swaroop Ghosh, Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chunhao Wang, Major Field Member

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