Search

Author:

Hakimi, Zeinab

Title:

Efficient Deep Neural Networks Architectures for Video Analytics Systems

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Deep Neural Networks
Object Recognition
Convolutional Neural Networks
Edge Computing
Distributed Camera Intelligence System

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Rui Zhang, Major Field Member
John Sampson, Major Field Member

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, Abhijeet

Title:

Deepfake Video Detection in the compressed domain

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

compressed domain
i frames
deepfake videos detection
convolutional networks

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member

Author:

Zhao, Tianyang

Title:

Dialogue State Tracking with Universal Adversarial Triggers

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Natural Language Processing
Dialogue State Tracking

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Rui Zhang, Thesis Advisor/Co-Advisor
Antonio Blanca, Committee Member

Author:

Li, Zhaohui

Title:

Automated and Semi-Automated Assessment of STEM Reasoning Questions

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Automated Assessment
Machine Learning
Selective PredictionHuman-in-the-Loop
NLP
Education
Relation Networks
Contrastive Learning
Human-in-the-Loop
Selective Prediction

File:

Download ZhaohuiLI_thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Dongwon Lee, Outside Unit & Field Member
Huijuan Xu, Major Field Member
Rui Zhang, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor

Author:

Sell, Parker

Title:

Task Graph Based Mistake Detection in Instructional Videos

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Mistake Recognition
Machine Learning
Instructional Videos
Assembly Videos
Task Graph
Visual Recognition Network

File:

Download Parker_CSE_Thesis.pdf

Committee Members:

Huijuan Xu, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Ishtiaq, Abdullah Al

Title:

Towards Automating the Generation of Finite State Machines from Natural Language Specifications: A Focus on Cellular Network Security

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Cellular Network Security
Natural Language Processing
Formal Analysis
Finite State Machines
Cellular Network Security
Natural Language Processing
Formal Analysis
Finite State Machines

File:

Download Ishtiaq_MS_Thesis.pdf

Committee Members:

Syed Rafiul Hussain, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Chitaranjan Das, Program Head/Chair