Theses/Dissertations from 2020
Separating Content Selection from Surface Realization in Neural Text Summarization, Logan Lebanoff
Reconstruction of Bacterial Strain Genomes from Shotgun Metagenomic Reads, Xin Li
Deep Recurrent Networks for Gesture Recognition and Synthesis, Mehran Maghoumi
Video Content Understanding Using Text, Amir Mazaheri
The Effects of Gesture Presentation in Video Games, Jack Oakley
The Susceptibility of Deep Neural Networks to Natural Perturbations, Mesut Ozdag
Improving the Security of Critical Infrastructure: Metrics, Measurements, and Analysis, Jeman Park
Design of Ternary Operations Utilizing Flow-Based Computing, James Pyrich
Towards Robust Artificial Intelligence Systems, Sunny Raj
Novel Computational Approaches For Multidimensional Brain Image Analysis, Harish Raviprakash
Improving Security of Crypto Wallets in Blockchain Technologies, Hossein Rezaeighaleh
Machine Learning based RF Transmitter Characterization in the Presence of Adversaries, Debashri Roy
Analyzing User Behavior in Collaborative Environments, Samaneh Saadat
Action Recognition in Still Images: Confluence of Multilinear Methods and Deep Learning, Marjaneh Safaei
Multi-agent Reinforcement Learning for Defensive Escort Teams, Hassam Sheikh
The Dollar General: Continuous Custom Gesture Recognition Techniques At Everyday Low Prices, Eugene Taranta
Algorithms for Inferring Multiple Microbial Networks, Sahar Tavakoli
Explore and Design Novel Structures for More Efficient and Better Deep Convolutional Neural Networks, Min Wang
Equivariance and Invariance for Robust Unsupervised and Semi-Supervised Learning, Liheng Zhang
Learning Transferable Representations for Visual Recognition, Yang Zhang
Differential Recurrent Neural Networks for Human Activity Recognition, Naifan Zhuang
Theses/Dissertations from 2019
Task Focused Robotic Imitation Learning, Pooya Abolghasemi
Blockchain-Driven Secure and Transparent Audit Logs, Ashar Ahmad
Utilizing Edge in IOT and Video Streaming Applications To Reduce Bottlenecks in Internet Traffic, Kutalmis Akpinar
Scalable Network Design and Management with Decentralized Software-defined Networking, Kuldip Singh Atwal
A Deep Learning Approach to Diagnosing Schizophrenia, Justin Barry
Automated Synthesis of Memristor Crossbar Networks, Dwaipayan Chakraborty
Predicting Students' Academic Performance with Decision Tree and Neural Network, Junshuai Feng
Realtime Editing in Virtual Reality for Room Scale Scans, Charles Greenwood
Framework For Modeling Attacker Capabilities with Deception, Sharif Hassan
Multi-touch Detection and Semantic Response on Non-parametric Rear-projection Surfaces, Jason Hochreiter
Action Recognition, Temporal Localization and Detection in Trimmed and Untrimmed Video, Rui Hou
Leaning Robust Sequence Features via Dynamic Temporal Pattern Discovery, Hao Hu
Towards More Reliable Neural Network Learning Models, Navid Kardan
Parameter Estimation of Stochastic Models Against Probabilistic Temporal Logic Behavioral Specifications, Arfeen Khalid
Approximate In-memory computing on RERAMs, Salman Anwar Khokhar
Collaborative Artificial Intelligence Algorithms for Medical Imaging Applications, Naji Khosravan
Mediated Physicality: Inducing Illusory Physicality of Virtual Humans via Their Interactions with Physical Objects, Myungho Lee
Detecting Anomalies From Big Data System Logs, Siyang Lu
Describing Images by Semantic Modeling using Attributes and Tags, Mahdi Mahmoudkalayeh
Machine Learning from Casual Conversation, Awrad Mohammed Ali
Training Neural Networks Through the Integration of Evolution and Gradient Descent, Gregory Morse
Efficient String Graph Construction Algorithm, S.M. Iqbal Morshed
Optimization Algorithms for Deep Learning Based Medical Image Segmentations, Aliasghar Mortazi
Correctness and Progress Verification of Non-Blocking Programs, Christina Peterson
Quality Diversity: Harnessing Evolution to Generate a Diversity of High-Performing Solutions, Justin Pugh
Student Community Detection and Recommendation of Customized Paths to Reinforce Academic Success, Yuan Shao
Visual-Textual Video Synopsis Generation, Aidean Sharghi Karganroodi
Synergistic Visualization And Quantitative Analysis Of Volumetric Medical Images, Neslisah Torosdagli
Multi-Modal Interfaces for Sensemaking of Graph-Connected Datasets, Anthony Wehrer
Learning Internal State Memory Representations from Observation, Josiah Wong
Decision-making for Vehicle Path Planning, Jun Xu
Theses/Dissertations from 2018
Relating First-person and Third-person Vision, Shervin Ardeshir Behrostaghi
Trust-Based Rating Prediction and Malicious Profile Detection in Online Social Recommender Systems, Anahita Davoudi
A Value Sensitive Design Approach to Adolescent Mobile Online Safety, Arup Kumar Ghosh
Learning Algorithms for Fat Quantification and Tumor Characterization, Sarfaraz Hussein
Sampling and Subspace Methods for Learning Sparse Group Structures in Computer Vision, Maryam Jaberi
Analysis of Driver Behavior Modeling in Connected Vehicle Safety Systems Through High Fidelity Simulation, Ahura Jami
Personalized Digital Body: Enhancing Body Ownership and Spatial Presence in Virtual Reality, Sungchul Jung
Compiler Design of a Policy Specification Language for Conditional Gradual Release, Manasa Kashyap Harinath
Environmental Physical-Virtual Interaction to Improve Social Presence with a Virtual Human in Mixed Reality, Kangsoo Kim
Practical Dynamic Transactional Data Structures, Pierre LaBorde
A Decision Support Tool for Video Retinal Angiography, Sumit Laha
Visionary Ophthalmics: Confluence of Computer Vision and Deep Learning for Ophthalmology, Dustin Morley
Analysis of Large-scale Population Genetic Data Using Efficient Algorithms and Data Structures, Ardalan Naseri
Examining Users' Application Permissions On Android Mobile Devices, Muhammad Safi
Machine Learning Methods for Flow Cytometry Analysis and Visualization, Emily Sassano
Advancing Practical Specification Techniques for Modern Software Systems, John Singleton
Approximate Binary Decision Diagrams for High-Performance Computing, Anagha Sivakumar
Necessary Conditions for Open-Ended Evolution, Lisa Soros
D-FENS: DNS Filtering & Extraction Network System for Malicious Domain Names, Jeffrey Spaulding
Human Action Detection, Tracking and Segmentation in Videos, Yicong Tian
In-Memory Computing Using Formal Methods and Paths-Based Logic, Alvaro Velasquez
Towards High-Performance Big Data Processing Systems, Hong Zhang
Theses/Dissertations from 2017
On the security of NoSQL cloud database services, Mohammad Ahmadian
Super Resolution of Wavelet-Encoded Images and Videos, Vildan Atalay
Reasoning About Frame Properties in Object-oriented Programs, Yuyan Bao
Implementation of Refining Statements in OpenJML and Verification of Higher Order Methods with Model Program Specifications, Sai Chandesh Gurramkonda
Learning Dynamic Network Models for Complex Social Systems, Alireza Hajibagheri
Exploring the Multi-touch Interaction Design Space for 3D Virtual Objects to Support Procedural Training Tasks, Sarah Holderness
Resource Allocation and Pricing in Secondary Dynamic Spectrum Access Networks, Enas Khairullah
Code Park: A New 3D Code Visualization Tool and IDE, Pooya Khaloo
Hashing for Multimedia Similarity Modeling and Large-Scale Retrieval, Kai Li
Pervasive Secure Content Delivery Networks Implementation, Hector Lugo-Cordero
Novel Computational Methods for Integrated Circuit Reverse Engineering, Travis Meade
Adversarial Attacks On Vision Algorithms Using Deep Learning Features, Andy Michel
Complex Affect Recognition in the Wild, Behnaz Nojavanasghari
Network Partitioning in Distributed Agent-Based Models, Antoniya Petkova
JML Template Generation, Kushal Raghav Poojari
Learning robotic manipulation from user demonstrations, Rouhollah Rahmatizadeh
Multi-transit Echo Suppression for Passive Wireless Surface Acoustic Wave Sensors Using 3rd Harmonic Unidirectional Transducers and Walsh-Hadamard-like Reflectors, Luis Manuel Rodriguez Cordoves
Data Representation in Machine Learning Methods with its Application to Compilation Optimization and Epitope Prediction, Yevgeniy Sher
Online, Supervised and Unsupervised Action Localization in Videos, Khurram Soomro
Visual Saliency Detection and Semantic Segmentation, Nasim Souly
Weakly Labeled Action Recognition and Detection, Waqas Sultani
Designing Light Filters to Detect Skin Using a Low-powered Sensor, Muhammad Uzair Tariq
Theses/Dissertations from 2016
A study of holistic strategies for the recognition of characters in natural scene images, Muhammad Ali
Gesture Assessment of Teachers in an Immersive Rehearsal Environment, Roghayeh Barmaki
Quantitative Framework For Social Cultural Interactions, Taranjeet Singh Bhatia
A Comparison of Concurrent Correctness Criteria for Shared Memory Based Data Structure, Dipanjan Bhattacharya