ACM Research
Providing a structured research environment by guiding undergraduate students through semester-long Computer Science research projects.
UT Dallas (Richardson, TX)
Pinned Repositories
Blockchain-Based-Federated-Learning-Optimization
Coding-Challenge-S22
Deep-Learning-for-Brain-Disorders
While deep learning for brain disorder diagnosis has become pretty advanced over the past few years, many studies have only focused on the diagnosis of one disorder. There are countless studies showing how effective deep learning is to detect Alzheimer’s, or schizophrenia, or brain tumors, but not any that try to detect all three. In this project, participants will use deep learning to classify 3-4 brain disorders, such as Alzheimer's and schizophrenia, using MRI brain scans, by creating a working probability model.
exoplanet-atmosphere-analysis-with-ML
online-portfolio-selection
ACM Research 2021 | Implementing and benchmarking the performance of various online portfolio selection algorithms on real-world trading scenarios.
targeted-password-guesses
We refined a GPT-3 model on Wattpad user account data to generate targeted password guesses automatically.
temporal-lidar
ACM Research 2021 | Improving the Utility of Temporal LIDAR Data in Semantic Segmentation
text-mining-extraction
ACM Research Spring 2021 | Explore a variety of data and text mining methodologies to develop a tool that extracts information from historical documents, generates scores based on the data, and helps researchers approach conclusions about the documents.
thephishingproject
ACM Research 2020 | An email parser used to identify potential phishing attacks targeted towards college students and administration.
vr-viewport-analysis
ACM Research 2020 | Using viewport prediction based on features users are more likely to view to reduce data bandwidth.
ACM Research's Repositories
ACM-Research/targeted-password-guesses
We refined a GPT-3 model on Wattpad user account data to generate targeted password guesses automatically.
ACM-Research/Blockchain-Based-Federated-Learning-Optimization
ACM-Research/interactive-game-development
Machine learning techniques are becoming increasingly popular in the field of human-computer interaction. With this in mind, participants will program their own version of the web-based video game "Slither.io" but controlled using hand gestures through a computer webcam, rather than a keyboard like the original game. To achieve this, they will design and train a deep neural network that translates the position of the gamer's hand into game controls.
ACM-Research/IoTSecurityVulnerabilities
ACM-Research/ROVer-Optometry-Underwater-Object-Detection
The members in this team will learn the basics of image classification to then be immediately thrown into the ringer to train a model that can detect certain types of objects under various measures of turbid water by utilizing CNNs (Convolutional neural networks) such as YOLO or MobileNet.
ACM-Research/Agent-Chase
A game where one player tries to stop another from reaching the goals. This is meant to be a project demonstrating a genetic algorithm that succeeds for both players.
ACM-Research/explainable-artificial-intelligence
“Explainable AI” (XAI) is a hot topic in the machine learning research space, and for good reason: it allows researchers to get a glimpse into the once black-box algorithms that increasingly govern our digital lives. XAI is about understanding the predictions and reasoning that AI systems use.
ACM-Research/Fall-2023-Research-Projects
ACM-Research/finding-security-vulnerabilities
You will learn the basics of cybersecurity penetration testing and put your hacking skills to the test: our team will work together to find security vulnerabilities in a pre-existing, real-world, open-source software project. The ultimate goal is to be able to demonstrate a significant vulnerability and submit a pull request to patch it.
ACM-Research/ForensicSight
ACM-Research/HateDeception_public
ACM-Research/ACM-Research-Spring-2023-Research-Projects
ACM-Research/AuditoryUnveil-DecodingEmotionsInSpeech
Uses audio analysis along with a Convolutional Neural Network model to detect emotions in speech.
ACM-Research/CarpusFractureDiagnosticsYOLOv7-Public
Diagnosing wrist fractures requires specialized training. We will use leading computer vision algorithms for automated fracture detection.
ACM-Research/coding-challenge-2023-spring
Coding challenge for applications to ACM Research's Spring 2023 semester.
ACM-Research/Conceal-and-Reveal
Exploring Image Steganography and Steganalysis in a semester-long student led and professor advised research project in ACM Research.
ACM-Research/nerf-or-nothing
This is the public GitHub repo for ACM Research's NeRF or Nothing research project in Spring 2023.
ACM-Research/CardiothoracicDiagnosisPublicRepository
ACM-Research/.github
ACM-Research/ACM-Research-Site
ACM-Research/ACM-Research.github.io
ACM-Research/Enhancing-Cancer-Detection-Through-Natural-Language-Processing
ACM-Research/Exploring-Decentralized-Applications-on-the-High-Performance-Solana-Blockchain
ACM-Research/EXPLORING-INTERACTIVE-AI-VIRTUAL-STREAMERS-IN-2D-AND-VR-environments
ACM-Research/Image-Transfer
ACM-Research/Leveraging-XAI
ACM-Research/Scaffold
ACM-Research/Scaffolded
ACM-Research/Sentiment-Analysis-For-Movie-Reviews
ACM-Research/Taming-The-Tornado
SCALES: Smart Contract Attacks Leveraging Ethereum and Solidity