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Author:

Chai, Peilin

Title:

A Novel Deep-Learning-Based Pipeline for Recurring Pattern Discovery

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Recurring Pattern Discovery
Contrastive Learning

File:

Download A_Novel_Deep-Learning-Based_Pipeline_for_Recurring_Pattern_Discovery_Peilin_Chai.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Author:

Capobianco, Frank

Title:

A Tamper Analysis and Endorsement Approach for Linux Security Modules

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Linux Security Modules
Reference Monitor
Tamper Analysis
Operating System Security

File:

Download capobianco_thesis_final.pdf

Committee Members:

Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Asthana, Yashasvi

Title:

Self-Supervised Recurring Pattern Discovery From A Single View

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
semi-supervised learning on an image
GRASP recurring pattern discovery
unsupervised foreground segmentation

File:

Download Final_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
David Jonathan Miller, Committee Member

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

Author:

Deshpande, Madhav Venkatesh

Title:

Analyzing the Impact of Compute Server Selection for Function Placement with Distributed Storage

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Function Placement
Serverless

File:

Download Madhav-Thesis-2021-05-26.pdf

Committee Members:

Dong Xie, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Author:

Nivargi, Rajal

Title:

An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Reproducibility
Replication
Social and Behavioral Sciences

File:

Download Thesis_RajalNivargi_Final.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Sarah Michele Rajtmajer, Committee Member
Jian Wu, Special Signatory
Rui Zhang, Committee Member

Author:

Pranesh, Raj

Title:

S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval

File:

Download PSU_Thesis_Raj_final_sub.pdf

Committee Members:

Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Karanam, Kavya Laalasa

Title:

Story Generation Using Intermediate Plot Representation

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Story Summary Block Generation
Natural Language Processing
Deep Learning
Storyline Planning

File:

Download Karanam_KavyaLaalasa_Thesis_2021.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor

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 recognition
student-teacher network
semisupervised learning
multi-level attention
Facial expression recognition student-teacher network
semisupervised learning multi-level attention
facial expression recognition
unsupervised learning
student teacher network
machine learning
deep learning
GAN
CNN

File:

Download Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member

Author:

Wang, Yuzhang

Title:

Temperature distribution induced by ultrasound wave propagation using physics based deep learning method

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep learning
PINN
tBHTE
temperature map
ultrasound wave propagation
transducers

File:

Download Thesis_MS_2021_Yuzhang_final_Modified.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair