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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

Author:

Zhang, Hong

Title:

Feature Clustering For Recurring Pattern Detection

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
hierarchical clustering method
vanishing point detection
deep feature clustering

File:

Download FinalThesis_HongZhang.pdf

Committee Members:

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

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:

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Committee Members:

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

Author:

Kumar, Abhishek

Title:

ARCHITECTURAL SUPPORT FOR IN-CACHE DATA MOVEMENTS

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

cache
data movements
memory system
zsim
computer architecture

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member

Author:

Lakshmidevi, Harieasswar

Title:

Accelerating Sparse LU Factorization

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

LU Factorization
GPU Acceleration
Sparse linear algebra
Symbolic factorization
Sparse linear solvers

File:

Download hlakshmidevi_masters_thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Kamesh Madduri, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Mehrdad Mahdavi, 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:

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Committee Members:

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

Author:

Andrade Salazar, Alejandro

Title:

PHYSICS BASED DETECTION SYSTEM FOR MISREPORTING ATTACKS IN V2X CORE DATA FIELDS

Graduate Program:

Computer Science and Engineering

Keywords:

Misbehavior Reporting
Data Centric Anomaly Detection
BSM
C-V2x
V2x
V2V
DSRC

File:

Download Securing_V2x_Core_Data_Fields_Thesis_Format.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Mark P Mahon, Committee Member

Author:

Murali, Mayank

Title:

Analyzing the performance of de novo metagenome assemblers for long-read HiFi data

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Metagenome
assembly
long-reads

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Mingfu Shao, Thesis Advisor/Co-Advisor
David Koslicki, Committee Member

Author:

King, Rachel

Title:

Evaluating Realistic Deployments of Trusted Execution Environments in the Tor Network

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

trusted execution environments
security
tor network

File:

Download RachelKing_MSThesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Sencun Zhu, Committee Member