Past Projects

One of CS230's main goals is to prepare students to apply machine learning algorithms to real-world tasks. Check out a list of our students past final project.

Winter 2018 Spring 2018 Fall 2018 Winter 2019 Spring 2019 Fall 2019 Winter 2020 Spring 2020 Fall 2020 Winter 2021

Winter 2021

Outstanding Projects

  • Small Vessel Detection from Synthetic Aperture Radar (SAR) Imagery using Deep Learning by Jake Taylor, Toktam Mohammadnejad: report
  • Context-to-Image CNN Approach to Predict Soybean Yields in Illinois and Rural Areas by Benjamin Liu, Christopher Yu: report
  • Time Series based Wikipedia traffic preidction to aid Caching algorithms by Vaishnav Janardhan: report
  • Unsupervised Text Generation Using Generative Adversarial Networks by Anastasios Sapalidis, Andrew Freeman, Anna Shors: report
  • Deep Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data by Bo Yang: report
  • Semi-Supervised Classification of Images for Post-Earthquake Building Damage Assessment by Aaron Appelle: report
  • Predicting Ground-Level Ozone Concetration from Urban Satellite and Street Level Imagery using Multimodal CNN by Andrea Vallebueno, Nicolas Suarez, Nina Prakash: report
  • Challenges in Scalable Distributed Training of Deep Neural Networks under communication constraints by Akshay Nalla, Kate Pistunova, Rajarshi Saha: report
  • Deep Learning for Physics Discovery by Danyal Mohaddes Khorassani: report
  • Learning To Learn: A Dual Network Approach To Multi-Class Active Learning by Sameer Khanna: report
  • Generation of Realistic Facemasked Faces With GANs by Samuel Mumford: report
  • ArXiv paper recommender by Milind Shyani: report

Submissions

  • Stock Market Prediction using CNN and LSTM by Hamdy Hamoudi, Mohamed Elseifi: report
  • Bitcoin High-Frequency Trend Prediction with Convolutional and Recurrent Neural Networks by Jingyu Shen, Zihan Qiang: report
  • Long Term Stock Prediction Based on Financial Statements by Shujia Liu: report
  • Inpainting the Cosmic Microwave Background with Partial Convolutional Neural Networks by Emmy Li: report
  • Surgical Metrics: Technique classification during simulated surgical bowel repair by Kayla Huemer: report
  • Time-series prediction of COVID-19 ICU admissions to assist with managing healthcare system resources by Sotiris Papasotiriou: report
  • Small Vessel Detection from Synthetic Aperture Radar (SAR) Imagery using Deep Learning by Jake Taylor, Toktam Mohammadnejad: report
  • Context-to-Image CNN Approach to Predict Soybean Yields in Illinois and Rural Areas by Benjamin Liu, Christopher Yu: report
  • Atmospheric River Identification in Climate Datasets using Deep Learning by Deveshi Buch: report
  • Deep Learning Approach to Finding Extra-solar Planets from TESS Light Curves by Ingrid Beerer: report
  • Multimodal Financial Market-Crash Prediction and Market-Health Analysis by Harshal Agrawal, Pratham Soni: report
  • Teacher-Student Distillation for Heart Sound Classification by Pranav Sriram: report
  • Time Series based Wikipedia traffic preidction to aid Caching algorithms by Vaishnav Janardhan: report
  • Unsupervised Text Generation Using Generative Adversarial Networks by Anastasios Sapalidis, Andrew Freeman, Anna Shors: report
  • Semantic-aware Image Similarity Search by Yueming Zhang: report
  • Colorizing Grayscale Paintings using cGANs by Luca Pistor, Samarpreet Pandher, Wesley Peisch: report
  • Learning DNA Encodings for Metagenome Binning by Peter Mccaffrey: report
  • Deep Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data by Bo Yang: report
  • Masked Face Recognition by Swathi Gangaraju, Vibhaakar Sharma, Vishal Sharma: report
  • Learning TV Ads Video Image Frames Products Classification by Raul Salles de Padua: report
  • Improvements of SCNN on lane detection in harsh scenarios by Yiyun Gu, Yizhi Zhang, Ziyue Xiao: report
  • Tennis serve classifier by Sandy Lee, Vincent Xia: report
  • Up-sampling low resolution surveillance feeds using GANs by Abdalla Al-ayrot, Jake Sparkman, Utkarsh Contractor: report
  • Predicting Ground-Level Ozone Concetration from Urban Satellite and Street Level Imagery using Multimodal CNN by Andrea Vallebueno, Nicolas Suarez, Nina Prakash: report
  • Drought Prediction in Western U.S. Using a Long Short-Term Memory (LSTM) Model by Bennett Bolen, Hannah Hampson, Mo Sodwatana: report
  • Semi-Supervised Classification of Images for Post-Earthquake Building Damage Assessment by Aaron Appelle: report
  • Host Similarity on Palo Alto Networks Dataset by Seiji Eicher: report
  • Challenges in Scalable Distributed Training of Deep Neural Networks under communication constraints by Akshay Nalla, Kate Pistunova, Rajarshi Saha: report
  • Stroke Detection and Dating from FLAIR MRI Scans by Alex Maruniak, Caroline Zanze, Hayden Hofmann: report
  • Brain Aneurysm Classification/Segmentation from MRI Images using MONAI Framework by Abhishek Akkur, Navya Veeturi, Vivek Gupta: report
  • Deep Learning Assisted Compact Modeling of Nanoscale Transistor by Hei Kam: report
  • Learning Neural Network Models of Aircraft Flight Dynamics by Loren Newton: report
  • Towards NLP Question-Generation that Maximizes Student Learning and Engagement by Kevin Adams, Michael Herrera: report
  • A Deep Learning Approach to Parameter Mapping from Perfusion MRI in Ischemic Stroke by Aaron Sossin, Mackenzie Carlson, Matthew Radzihovsky: report
  • Correcting Lecture Audios Using Speech Synthesis by Rongxin Liu: report
  • Diagnosing Chest Abnormalities with Deep Learning by Kyle Orciuch, Philip Lambert, Ryan Ludwick: report
  • Predicting COVID-19 in Chest X-Ray Images by Arvind Subramanian, Madhu Karra, Yash Maniyar: report
  • Pacman - using Deep Networks for State evaluation by Manuel Anton Kohnen: report
  • Combining Deep Q-Networks and Double Q-Learning to Mnimize Car Delay at Traffic Lights by Timmy Hussain: report
  • Using CNNs to Recognize Bird Species by Song by John Ngoi, Patrick Liu, Utuq Ablikim: report
  • Multimodal Biometric Verification Using Deep Neural Network by Carlo Provenzani, Mohammad Pournazeri: report
  • Improving Generalization Results for 3D Point Cloud Data Reconstruction From 2D Images by Jaineel Dalal, Rosie Zou: report
  • Detection of Bird Species Through Sounds by Julie Wang, Shirley Cheng: report
  • Real-time ASL to English text translation by Anil Kumar Srikantham, Gerardo Gomez Martinez, Neha Keshari: report
  • Learning To Learn: A Dual Network Approach To Multi-Class Active Learning by Sameer Khanna: report
  • An Attention Based Model For Musical Rhythmical Structure by Mustafa Bayramov: report
  • COVID-19 Cough Detection by Jiaxuan Guo, Shuo Xin: report
  • Detecting and Classifying Musical Instruments with Convolutional Neural Networks by Connor Settle, Dominick Hing: report
  • Monophonic Pitch Tracking Using a Convolutional Neural Network by Koye Alagbe: report
  • Learning the Inverse Kinematics of a 6-DOF Concentric Tube Robot through a Generative Adversarial Network by Soham Sinha: report
  • OSRSNet: Real-time Object Recognition in 3D MMORPGs by Matt Rickard: report
  • Generation of Realistic Facemasked Faces With GANs by Samuel Mumford: report
  • Deep Knowledge Tracing and its Variants by Chao Xu, Nuntanut Raksasri, Tianqi Yan: report
  • ArXiv paper recommender by Milind Shyani: report
  • Duolingo Shared Task on Second Language Acquisition Modeling (SLAM) by Christopher Wong, Nathaniel Goenawan: report
  • Film Success Prediction Using NLP Techniques by Bay Foley-cox, Joshua Gross, William Roberson: report
  • Patent Technology Classification and Citation Level Projection by Hanning Su: report
  • Missing Ingredient Prediction by Courtney Moran, Masha Karelina: report
  • Chinese-to-English machine translation by Cynthia Hao, Zhuoer Gu: report
  • Personalized Motion Models to Predict Short-Term Lower-Limb Kinematics by Akshay Sreekumar: report
  • Improving Medical Knowledge in the Automated Chest Radiograph Report by Ethan Schonfeld, Edward Vendrow: report
  • Chest X-ray Abnormalities Detection by Heyang Huang, Yi Wei, Yijun Long: report
  • Deep Learning Approaches for Predicting Drug Mechanisms of Action by Kai Fronsdal, Toren Fronsdal: report
  • Ga Yau: Machine analysis of Hong Kong horse racing data by Olaf Torne: report
  • Sign Language Translation by Benedict Fraser Walker, Elnaz Ansari, Vu Nguyen: report
  • Deep Learning for Physics Discovery by Danyal Mohaddes Khorassani: report
  • Decoding Images from Multi-Region, High Resolution, Electrode Recordings In the Mouse Visual System by Chris Fritz: report
  • Offline Signature Recognition with Convolutional Neural Networks by Diego Kaulen, Kaitlyn Baab: report
  • TastifyNet: Leveraging adversarial examples for generating improved recipes by Abigail Russo, Brynne Hurst, Trey Weber: report
  • Machine Learning to Predict Electronic Structure Properties by Pranjal Agarwal, Aisulu Aitbekova: report

Fall 2020

Outstanding Projects

  • Effect of Demonstrations for Deep Reinforcment Learning-Based Control of Concentric Tube Robots by Fredrik Samdal Solberg: report
  • Embedding Free, Adversarially Trained, Generative Steganography by Trevor Blake Maxfield: report
  • Using Deep Neural Networks to Approximate Real Time Current Correlation Functions by Sophia Claire Kivelson: report
  • Studying the Relationship between Social Position and the Meaning of Work using Siamese BERT Networks and Generalized K-Means Clustering by Sheridan Alexander Stewart: report
  • Sequential Deep Learning for Terrain Classification from Raw Tactile Data of Small-Legged Robots by Hojung Choi: report

Submissions

  • Predicting Chilean retirement plan decisions by Akshay Malhotra, Daniel Zhang, Sebastián Espinoza: report
  • Sequential Deep Learning for Terrain Classification from Raw Tactile Data of Small-Legged Robots by Hojung Choi: report
  • Multi-Class Traffic Sign Classification using AutoAugment and Spatial Transformer by Hongbo Miao, Labib Tazwar Rahman: report
  • Learning low-dimensional representation for whole-genome gene regulatory elements by Zan Xu: report
  • Price Formation in Stock Markets Using Fundamental Analysis by Paul Hans Boehringer: report
  • Question Generator by Ahmad Nazeri, Lupe Hernandez, Sam Randall: report
  • Detecting the Emotion Dynamics of Profanity Language In Social Media Through Time by Haozheng Du, Kezia Yemima Lopez, Wenxin Dong: report
  • Dicing up Newton: Exploring Deep Learning Solutions to the Chaotic Three-Body Problem with Nonlinear Data Transformations by Arthur Campello: report
  • Spoken digit recognition by Avi Khemani: report
  • Fake news: generating nonsense newspapers in the name of art by Miranda Li: report
  • Sketch2Fashion: Generating clothing visualization from sketches by David Haikuo Wang, Manya Bansal, Vy Hoang Ngoc Thai: report
  • Unsupervised Semantic Face Synthesis by Jack Lee: report
  • Neural network finite element in solid mechanics by Jessica Zou, Wei Alex Chen, Xinwei He: report
  • AST-Enhanced Code Summarization for Java Subroutines by Brad Kyle Ramunas: report
  • Developing scientific answers to questions with bert by Siheng He, Zahra: report
  • Generating six word stories by Gianna Galicia Chien: report
  • Joint Embeddings of Programming and Natural Language by Joseph Christian Pagadora: report
  • Dazzler Laser Shaper Parameter Prediction by Jack Eden Hirschman: report
  • Fine-tuning BERT on Fine Foods by Mengmeng Ji: report
  • Voice Conversion using Generative Techniques by Niral Shah: report
  • Generating human antibodies using language models by Aaron Behr, Felipe Calero Forero, Mira Partha: report
  • Improving Text Representations using Contrastive Unsupervised Learning by John Duc-tuan Nguyen: report
  • Unbiased toxic comment prediction by Raghuram Kowdeed: report
  • Identify differential expression of (bio)neural circuitry by Colton Orion Swingle, Jen Owens: report
  • Learning protein subcellular localization patterns from peptide sequence by Chung-ha Davis, Olivia Gautier: report
  • Accent Transfer with Discrete Representation Learning and Latent Space Disentanglement by Paul Mure, Renee Li: report
  • Paint like Vincent Van Gogh: Artistic Style Generator Using CycleGAN and VGG19 by Chih-hsuan Kao, Junkun Pan, Xiaoye Yuan: report
  • DeepWine by Andy Chow, Jeffrey Sink, Yu-ann Wang: report
  • Predicting depression symptoms by Jessica Jones, Joy Doong, Michael Wornow: report
  • Exploring Different Deep Learning Architectures on a Large Chest Radiograph Dataset by Sean Afshar: report
  • Detecting Cyberbullying in Online Forums by Han Bit Yoon: report
  • Predicting CDS Spreads with Deep Learning Architecture by Weimu Lei: report
  • TransformerFTC: Scaling Low-Dimensional Transformers for Higher Performance by Viswesh Krishna: report
  • Automatic music transcription by Ruoyan Chen, Yiwen Liu: report
  • Transferable Audio Adversarial Attacks by Yazen Shunnar: report
  • Graph Convolutional Networks for Friend Recommendation by Albert Pun: report
  • Identifying DNA sequencing anomalies by Chuck Seberino, Ryan Humble: report
  • Algorithmic Venture Capital by Abraham Oshotse, Casey Caruso, Francisco Enriquez, Gautam Govind Pradeep: report
  • Graph-Convolutional Neural Networks for Hydrocarbons Kinetics Predictions by Anthony Taing, Vincent Dufour Decieux: report
  • HMM-Viterbi Based Decoders vs Deep Neural Architectures by Erol Aygar: report
  • Tweet like @InsertNameHere by Victoria Magdalena Dax: report
  • Robust Coding Strategies for Neural Network Weights by Berivan Isik: report
  • Generate news tips for local journalism with topic modeling by Amy Dipierro: report
  • Deep Surrogate Models for Atomic Systems by Alex Xiaotong Gui, Sathya Ranjan Chitturi: report
  • Auto Doodling Using Generative Modeling by Tuo Shi, Xinhua Ren, Yiting Zhang: report
  • Modeling of Odor Prediction from Chemical Structures by Chengling Qiu: report
  • County-Level COVID-19 Case Predictions using Deep Learning by Kento Perera, Shannon, Timothy Sah, William Buchanan: report
  • Gender bias in dictionary-derived word embeddings by Edward Lee: report
  • Making Neural Architectures Learn to Compile by Jeffrey Shen: report
  • Improving Language Model Performance on the United States Uniform Bar Exam by Lucia Zheng: report
  • Using Deep Neural Networks to Approximate Real Time Current Correlation Functions by Sophia Claire Kivelson: report
  • Deep Reinforcement Learning for Forex Trading by Deon Jordan Richmond: report
  • Studying the Relationship between Social Position and the Meaning of Work using Siamese BERT Networks and Generalized K-Means Clustering by Sheridan Alexander Stewart: report
  • A Dialogue Policy with Conversation State Embeddings by David Brown: report
  • Presidential Debate Cross-Talk Separation With U-Nets by Danny Schwartz, Nick Myerberg, Thatcher Freeman: report
  • Automated Topic-Tagging for Software-Related Question-and-Answer Sites by Ankur Agrawal, Ryan Andrew Chi, Varuni: report
  • Deep Learning: Confidence Through Interpretation by Bhaskar Chattaraj: report
  • Beating the Odds - NBA Analytics by Bodhi Nguyen, Matteo Santamaria: report
  • Painting2Auction: Art price prediction with a Siamese CNN and LSTM by Tom Worth: report
  • Embedding Free, Adversarially Trained, Generative Steganography by Trevor Blake Maxfield: report
  • On the Generation of Music by Alec Bryan Janowski, Alejandro Gabriel Cid, Bowen Jiang: report
  • Exploring ways of Generating Free Text Unconditionally and Conditionally by Cecile Loge: report
  • GAN Generated Images of Fruit Decay by Krithika Iyer: report
  • Static analyzer for solidity smart contracts by Luke Theodore Tchang: report
  • DeepSponsorBlock: Detecting Sponsored Content in YouTube Videos by Cem Gokmen, Jennie Yang, Nikhil Athreya: report
  • FallDetectNet: A Computer Vision Platform for Fall Detection by Ariel Kelly Leong, Stephanie Brito, Yanichka Ariunbold: report
  • Human activity recognition by Jeong O Jeong: report
  • Multiperson 2d pose estimation by Michael Terrence Sylvester, Qingjun Wang, Xialiang Dou: report
  • neXt-Ray: Deep Learning on Bone X-Rays by Anfal Siddiqui: report
  • A ResNet-50-based Transfer Learning and Ensemble Method for Structural Health Monitoring by Chun-liang Wu, Jaewon Saw, Langston Gary Nashold, Salil Sanjay Deshpande: report
  • Student Dropout Prediction by Aarushi Subhasis Majumder: report
  • Deep Neural Vision for people with Visual Impairment by Akshita Agarwal, Mayank Gupta, Niki Agrawal: report
  • Predicting Popularity of Rap/Hip-Hop Songs by Hansub Kim, Nick Wilson, Temidayo Folorunso Dairo: report
  • Meter Current Transformer Polarity Detection with Deep Neural Networks by Dale Annin: report
  • Effect of Demonstrations for Deep Reinforcment Learning-Based Control of Concentric Tube Robots by Fredrik Samdal Solberg: report
  • Food Classification with CNNs by Katherine Anna Gjertsen: report
  • Synthetic data augmentation for small datasets by Mehrad Mohammadi Khalesi Fard, Shobit Kishore, Steve Maccabe: report
  • 3d point cloud completion by Chen Wang: report
  • Super-Resolution of Low-Quality Dashcam Images for Realtime Pothole Detection by Moo Jin Kim, Sharan Ramjee: report
  • 3D object detection by Suvasis Mukherjee: report
  • Lyft Motion Prediction for Autonomous Vehicles by Dipti Nemade, Govinda Puthalapat: report
  • Analysis of the Effectiveness of Temporal Point Cloud Data for Object Classification and Perception in Autonomous Vehicles by Matei Armanasu, Shrividya Manmohan, Yuhao He: report
  • DeepEdgeNet: Edge Detection with EfficientNets by Atem John Aguer, Dean Zhou: report
  • Frustum Votenet and its Application to the Waymo Lidar Dataset by Brian Johnson: report
  • Deep Kurve! by Taylor Howell, Lawrence Peirson: report
  • Exoplanet Candidate Stellar Companion Detection using a Mask R-CNN by Simon Engler: report
  • Small vessel detection in satellite imagery by Richard Correro: report
  • Leveraging spoken term detection for improved resource access for language documentation and revitalisation projects by Nay San: report
  • Semantic segmentation for seismic facies classification by Min Jun Park: report
  • Recognize diseased coffee leaves by Shelly Deng: report
  • Tinkering with Tingets: Using Computer Vision to Improve Image Processing in a Children’s Social and Emotional Learning Toy by Merve Cerit, Victoria Docherty: report
  • Haptic Vest: Image Classification on the Edge by Philip Mateo Pfeffer, Raul Gallo Dagir: report
  • Automatic Recolorization of Movie Posters by Alex Meistrenko: report
  • Bayesian Optimized Deep Neural Network for Nuisance Event Filter by Yuping He: report
  • Neural Genre Transfer by Ashwin Arasu, Tyler Alan Consigny: report
  • Prediction of Velocity Magnitude for Flows around Bluff Bodies on Irregular Geometries by Ali Kashefi: report
  • Vision-Guided Laser Safety System by Aidan James Fitzpatrick: report
  • Indianajones.ai: evaluating methods for mapping water management features across the South Indian Neolithic–Iron Age transition by Haoran Shi, Tanish Jain: report
  • Binocular Stereopsis via Image Matching and Learned Filtering by Gordon Alexander Charles, Manoj Rajagopalan: report
  • Adversarial Wekness Recognition for Efficient Black-Box Validation by Robert Moss: report
  • Application of Deep Learning to Detection and Survival Prediction of COVID-19 Patients Based on Lung X-Ray Images by Barry Brian Barrios, Bhavik Shah, Michal Maciejewski: report
  • Facial recognition for masked faces by Zhen Li: report
  • Where'd You Get That? An Efficient Deep Learning Approach to Fashion Identification by Beri Kohen Behar, Ece Korkmaz, Varun Tandon: report
  • Evaluating the Effectiveness of Adversarial Attacks on Traffic Light Color Classification Deep Neural Networks by Connor Toups, Eunji Lee, Spencer Louis Paul: report
  • Predicting lung cancer survival time by Oualid El Hajouji, Sasson: report
  • Predicting Road Traffic Accidents with Deep Learning by Jean-felix Brouillette: report
  • Time is of the essence: Portfolio multi-scale scheduling via Reinforcement Learning by Emile Clastres: report
  • Generating Fashion Through Neural Style Transfer by Aayush Amit Agrawal, Luis M Alcaraz, Robert Hu: report
  • Brain tumor segmentation by Nikesh Omprakash Mishra, Rodrigo J Nieto, Scott Lee: report
  • Forecasting PM 2.5 Pollution Using Weather Data by Jack Philip Seagrist, Karthik Ramesh: report
  • Segmentation of Modern Human genotypes based on ancient DNA by Pierre Chambon, Rebecca L Hwang: report
  • Gradient-based Accelerated Adaptation of Deep Networks by Prerna Pankaj Khullar: report
  • Conversational Image Recognition Chatbot by Shengyang Su: report
  • Comprehend Sentiments in Product Reviews by Aditya Thakkar, Huaping Gu, Yecheng Yang: report
  • Pongfuscated: Teaching RL Pong Agents to Self-Obfuscate by Eli Andrew: report
  • Deep learning approaches for the Lyft Motion Prediction for Autonomous Vehicles challenge by Augustine Chemparathy, Bowen Liang, Vergnes Hugo: report
  • Predicting Opinion Change in Deliberative Groups by Ross Dahlke: report
  • Guess the Stance: Predicting Political Orientation from Congressional Statements by Miroslav Suzara, Saurabh Khanna: report
  • Unsupervised summarization of psychotherapy data by Aaron Reed, Ivan Villa-renteria: report
  • Predicting neural network inference times by Daniel Marcos Mendoza, Sijin Wang: report
  • End-to-End Speech to Named Entity Recognition System by Xiang Jiang, Teeno Ouyang: report
  • A Deep Learning Approach for Stock Market Prediction by Yan Miao: report
  • Generating Images of the Consequences of Wildfire by Chang Wan Ryu, Dingjie Wang, Minh Quang Nguyen: report
  • Cat photo-to-sticker translation by Cassie Zhang, Elaine Liu, Zhenglun Lou: report
  • Listener-Adaptive Music Generation by Christopher Frederic Wolff, Sterling Alic: report
  • Using Generative Adversarial Imitation Learning for Policy Learning in Agent-based Simulation Environments by Kaushik Kasi: report

Spring 2020

Outstanding Projects

  • Measuring Political Polarization of Federal Regulations by Jake Jares, Cindy Chung, Mary Zhu: report
  • Transforming Portraits to Classical Paintings using CycleGAN by Helen Wu, Phillip Keonho Kim: report
  • Trash Classification Using Convolutional Neural Networks Project by Maoguo Shi, Qinyue (Jessica) Gu, Grace He: report
  • QuAMD: An end-to-end oracle for Question and Answering in the Medical Domain by Amir Sahabi, Jacky Lin, Richard Wang: report
  • Link Prediction with Graph Neural Networks and Knowledge Extraction by Xiaohan Li, Danni Ma, Zecheng Zhang: report

Submissions

  • Identification of Discriminative Features in Raman Spectra for Antiobiotic Susceptibility Testing by Ahmed Shuaibi: report
  • HWR for math by Taylor Song, Daniel Xia, Juan Ricardo Grau: report
  • Assessing Crowd Size at Essential Stores in the Age of COVID-19 by Steve Francis Burke: report
  • OCR for table content in historical records by Marcelo Moura Jardim Teixeira Sena, Chiin-Zhe Tan, Jonas Mueller-Gastell: report
  • Detecting potential pneumonia cases with Xray image data by Daniel Valner, Anthony Le: report
  • MTG Card Grader using Image Classification and Detection by Juan: report
  • Exploring the Use of Recurrent Circuits in Action Segmentation by Danny Du: report
  • Predicting Retail Petrol Prices in Australian Restorative Markets by Miles Perry: report
  • Handwritten Chinese Character Recognition by Ze Wang: report
  • Predicting Index Option Implied Volitality Surfaces by James P Michels III: report
  • Coronavirus by County by Sean Roelofs: report
  • Family kinship Recognition Using Deep Learning by Bruce Liu: report
  • DL for directed evolution by Anthony John Agbay: report
  • Which Stats Matter? by Juliette Elizabeth Love: report
  • Video Snippet Retrieval from Image and Text Queries for Gaming by Sirisha Akkanapragada: report
  • Automatic Species Classification in Camera Trap Images for New Locations by Gen Rex Woods, Samantha Koire, Emma Mary Dolan: report
  • Predicting Flight Arrival Delays from JFK based on Domestic Weather Patterns by Nico Stainfeld, Jimmy Robert Rabe: report
  • CoVariance Imaging by Alyssa Cartwright, Vlad Kesler, Nicholas Vitale: report
  • DanceGAN by Michelle Xing, Allison Lettiere: report
  • Developing a method for a robot to accomplish a task involving options uncertainty by Negin Heravi, Peter Anastasi Zachares: report
  • Get Rich or Die Trying: Predicting QQQ ETF Movement with Numerical and Sentiment Data by Namit Mishra, Aparna Tumkur, Nikhil Bharat Hira: report
  • Kaggle's ultrasound image based nerve segmentation by Sibi Shanmugaraj: report
  • You’re Not Real: Deep Fake Image Detection by John William Kustin, Andy Tianren Wang, Isaac Santiago Schaider: report
  • Early Crop Type Identification from Satellite Radar Imagery by Yingan Pan, Joanna Jiaqi Zou, Teke Dado: report
  • Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation by Yi-Shiou Duh, Ray Chang: report
  • Reconstructing the temporal-electric field of attosecond X-ray pulses from an angularly streaked 2D photoelectron momentum distribution by Paris Lee Franz, Rachel Anne Margraf: report
  • Football Match Prediction using Deep Learning by Ahmed Amr Awadallah, Raghav Khandelwal: report
  • Capturing Key Equations in Recorded Lectures by Nathaniel Simon, James Wang: report
  • Label-free SEM Content Recognition with Cycle- consistent Generative Adversarial Networks by CyrusLi, Xiaojun Sun, Ching-Ting Tsai: report
  • Cloud service anomaly detection by Rishabh Kumar, Dhruv Lakhani: report
  • EEG wave data to intent by Will Leopold Ross, Roman Pinchuk: report
  • DeepFake Image Detection by Omkar Salpekar: report
  • Brain scan superreso by Jay Kocherlakota, Christopher Moffitt, Yamen Mubarka: report
  • Natural Disaster Infrastructure Damage Analysis from Satellite Imagery by Melvin Agung Juwono, Abuzar Royesh, Tsion (T) Tesfaye, Cade Crow: report
  • Using CNN Architecture to detect SARS-CoV-2 from Chest Radiographs by Miguel Ayala: report
  • Multi symbol latex math HWR by Jonas Shomorony, Kevin Baichoo, Peter Do: report
  • Face pokemonizer by Jen-Feng Chang, Hao-Hsiang Chuang, Jheng-Hao Huang: report
  • Surfer identification by Nihat Cem Inan, Daniel Kenneth Angell, Joseph Louis Mann: report
  • Streamflow prediction with deep learning methods on hydrology by Rahul Raj Dhakal, Rohan Pasalkar, Josue Fonseca: report
  • Determining Landable Areas for Urban Air Vehicles via Image Segmentation by Seraj N Desai, Andrew Christopher Denig: report
  • Estimating access to mobile broadband by Eric William Colbert, Tyler Donovan Robbins: report
  • Detect+localize bladder cancer in real time by Colt William Mcnealy, Mark Laurie, Victor Yin: report
  • Detecting Compostable & Non-Compostable Waste from Images by Dakota McNealy: report
  • Generative Lattice Structures for 3D Printing by Ruiqi Chen: report
  • Predicting Basis Set Superposition Error from Molecular Geometry by Ethan Robert Curtis: report
  • Abstractive summ. on covid19 publications by jiachen xu: report
  • Music generation (genre, instruments, raw wav) by Hongxu Ma, Cali Chen, Zhengyu Chen: report
  • Minor Identity Protection through De-Identified Generated Faces by Akhil Arvind Jariwala, Isaac Hales, Laurel Hales: report
  • Detecting Fake News of COVID-19 using Deep Learning by Karissa Cyn-Yun Yau, Avalon Wolfe, Anmol Tukrel: report
  • Logistics supply detection from sat img by Anastasiya Vitko, Eleni Alexandraki, Kevin van der Wees: report
  • Deblurring/coloring images by Omar Ahmed El Sayed Rashad El Safty, Karsu Ipek Kilic: report
  • Piano Music Generation with LSTMs by Ronak Anuj Malde: report
  • Skin lesion image superreso by Joshua Vernon Tanner, Eric Yeh: report
  • Sentiment Analysis on COVID-19 Tweets by George Charles Younger, Michael Lin: report
  • Using deep autoencoder feature embeddings to explore single-cell phenotypes in pediatric cancer by Tim Keyes: report
  • Learning neural representations of complex motor behavior with recurrent neural networks by Mark Plitt, Xulu Sun: report
  • Reconstructing temporally high resolution brain fMRI from low resolution images by Divya Nagaraj, Sreya Halder, Ryan Dong Li: report
  • Recipe/kitchen QA agent/helper by Stephanie Nanette Schneider: report
  • Hate in Politics: Can Transfer Learning on Political Tweets Help Detect Hate Speech? by William Ellsworth, Matthew Franklin Kolodner, Sergio Gino Charles, Bharath Raj Namboothiry: report
  • CNN-based robust sidewalk identification for autonomous drone applications by Tri Khuu, Milan S Bidare, Arvind Srivastav: report
  • Question Answering for Long Texts by Alfred Wechselberger, Rekha Kumar, Shreyas Vinayakumar: report
  • Automatic Code Generation Project Proposal by Lizi, Sudharshan Viswanathan, Luis Antonio Perez: report
  • Extracting Time-Linked Lecture Video Outline via Optical Character Recognition and Semi-Summarization Techniques by Oluseyi Adeolu-Joseph Olujide, Kaili Wang, Sam Gorman: report
  • Nationality Identification using Name by Jackie Hong, Wei Ren, Jiate Li: report
  • Predicting disease from plant leaf images by Colin Shi, Eric Zeng: report
  • Forecasting Walmart Retail Goods Unit Sales via Recurrent Neural Networks by Jesse Quy Doan, Andy Guten Jin, Jasmine Grace Bayrooti: report
  • Surface Detect Image Classification with Convolutional Neural Network by Po-Hsiang Wang: report
  • Music generation (midi) by Jinho Chung, Mallika Khullar, Euirim Choi: report
  • EEG biomarkers + deep learning/attention by Kevin Chen, Ziad Ahmed Ali, Oguz Tolga Celik: report
  • Accent ID by Andea Scott, John Michael Wall, James Thieu: report
  • High Fidelity Song Identification via Audio Decomposition and Fingerprint Reconstruction by CNN and LSTM Networks by Simon Tao, Yosheb M Getachew: report
  • Music gen (MIDI) by Wen Zhong: report
  • Segmentation of Acute Respitaroy Artifacts due to Coronavirus Related Infection with Deep Learning by Zeke Dakjung Randolph: report
  • Spike Prediction for Electricity Market Prices by Lingyu Ren: report
  • Construct metabolic networks from data by Jensina Froland: report
  • Learning Lipstick Colors and Brands from Images by Nina Du: report
  • RecycleNet by Cameron David Tew, Veer Siraj Shah, Nikhil Parab: report
  • Predicting cellular capacity for growth after starvation from phase contrast microscopy images by Spencer Cesar: report
  • Abstract-DCGAN by Sebastianos Hapte-Selassie, Nico Galeo Garcia: report
  • Looking for Low Vision Patients: Deep Learning Approaches Integrating Clinical Free Text from Electronic Health Records by Sumit Singh, Sophia Wang, Samba Njie Jr.: report
  • Side channel cryptanalysis against AES-128 by Casey Tzui-Kwang Long: report
  • Automated Correction of Timing Tool Jitter Based on Convolutional Neural Network by Viktor Krapivin: report
  • Visual Map Embedding with Neural Networks by Colin Richard Schultz: report
  • Training a RL tractor agent by Junming Wang: report
  • Audio denoising by Semir Shafi, Marco Antonio Mora-Mendoza, Schuyler Anne Tilney-Volk: report
  • Machine Music Translation by Aitan Grossman, Josh Grossman: report
  • Automatic Speech Recognition for Childhood Language Development by Daniel Patrick Ryan: report
  • Reinvent your Hair by Sam Mark Liokumovich: report
  • Improving the COVID-Net Convolutional Neural Network for Detecting COVID-19 from X-Rays by Hashem Elezabi, Ethan Lo: report
  • Orbit determination from sat img by Flynn Reyes Dreilinger, Jesus E Meza Rosales, Grant Amos Regen: report
  • Learning Acoustic Properties of Human Skull from Medical Images by Kasra Naftchi-Ardebili, Kris Quah, Ningrui Li: report
  • Predicting Outcomes in the Intensive Care Unit by Daniel Jun: report
  • Album Cover Art Generation by Tongxin Cai, Di Sun, Jonathan Li: report
  • Automated Correction of Timing Tool Jitter Based on Convolutional Neural Network by Yijing Huang: report
  • Music genre classifier by Aidan Donohue, Khalil Miri, Erick Enriquez: report
  • Abstractive summ. on covid19 publications by Zhengzhi Lou, Ju Zhang: report
  • Segmenting Tumors in Imaging Studies and Predicting Clinical Outcome in Patients with Gliomas by Jacky Huang: report
  • Identifying fish skeletal elements from X-ray images by TzuChiao Hung: report
  • Intelligent Personal Assistant Dialog Generation using Paraphrasing by Weiwei Zhang: report
  • Generating Rom-Com movie scripts (@345) by Connie Hsueh: report
  • Extracting Structured Data from Raw Recipe Text by Peter: report
  • Sentence Compression for Text Summarization by Lum Yao Jun: report
  • Incorporating Differential Privacy Techniques into Neural Networks by Tim Gianitsos: report
  • Transfering Cell Type Annotations between Single Cell Atlases by Pankaj Kumar Sharma, Tingting Gong, Chew M Chai: report
  • Embedding object into image with realistic lighting by Kevin Long Su, Natasha Saki Ong: report
  • Am I the Asshole (NLP classif) by Ivy Wang: report
  • GAN fashion lookbook by Aish Rameshkumar: report
  • Learning Football Play Calling (Structured Deep Learning) by Xuyi Guo: report
  • Multilingual Toxic Comment Classification by Dezhen Kong: report
  • A Deep Learning Approach to Continuous ASL-English Translation by Sunny Manish Shah, Teresa Noyola: report
  • Predicting the Viral Human-Host Probability Using Deep Learning by Hina Dixit: report
  • Identifying Laughter in Video by Ethan Duncan He-Li Hellman: report

Winter 2020

Outstanding Projects

  • Predicting Material Properties using Chemical Structure by Shayta Roy, Tyler James Quill, Yaakov Tuchman: report poster
  • Characterizing hair style/color/style transfer by Clemens Konstantin Macho: report poster
  • Motion based handwriting detection by Kelly He, Kevin Chen, Wanze Xie: report poster
  • Activity Recognition Using 3D Human Pose Estimation with Deep Learning by Wendell Hom: report poster
  • Food image to recipe generator by Dorian Kawehionale'a Raboy-McGowan, Luciano Gonzalez, Sabrina Rong Lu: report poster
  • Learning powerflow mappings for power grid simulation by Lily Douglas Buechler: report poster
  • Local ancestry reference by Jan Sokol, Matthew Aguirre: report poster
  • Large-scale Seismic Attributes Computation with GAN by Joao Paulo Pecanha Navarro De Oliveira: report poster
  • Underwater gesture classificaiton by Veronica Peng, Wenxi Zhao, Xi Yu: report poster
  • Predicting gait with parkinsons by Johanna Jianping O'Day, Kirsten Anne Seagers, Marissa Rachel Lee: report poster

Submissions

  • Deep-Learning Based Surrogate Model for Subsurface Flow Problem by Haoyu Tang, Jingru Cheng, Su Jiang: report poster
  • Diagnosing diabetic retinopaphy by Amelie Schaefer, Lucy Monyue Wang: report poster
  • CNNs in Logarithmic Gradient Image Sensing by Qianyun Lu: report poster
  • Predicting organelle localization by Anjali Bisaria, Nalin Joseph Ratnayeke, Yilin Fan: report poster
  • Skin cancer self diagnosis by Chafik Taiebennefs: report poster
  • Real time risk eval for flights by Nicolas Jean-Jacques Tragus, Saakaar Bhatnagar: report poster
  • Predicting structures in job title taxonomy by Shuang Jin: report poster
  • Frieght document transcription by King Castillo Alandy Dy: report poster
  • Fast Brain Strain Evaluation in Head Impact by Xianghao Zhan, Yiheng Li: report poster
  • Building footprint extraction based on RGB-D satellite imagery by Andriy V Syrov, Denis Ulanov: report poster
  • Fake audio/speaker detection by Daniel Evert: report poster
  • Deep learning for seeking alpha (finance) by Zhichao Zou, Zihao Qu: report poster
  • Generative Text style transfer by Robert Andrew Schmidt, Spencer Flick Braun: report poster
  • Depth Image Estimation From RGB Image Using Deep Learning by Isha Singhal, Mei Jiao Png, Xu Guo: report poster
  • Learning powerflow mappings for power grid simulation by Lily Douglas Buechler: report poster
  • Chest XRay disease detection by Hugo Kitano: report poster
  • Learning Probability Distributions of Future Stock Prices by Jeffrey Sun, Julius Zhang, Mohammad Lari: report poster
  • Classify subcellular proteins by Pradeep Chaitanya Mylavarapu: report poster
  • Search My Favorites by Color: Fashion Parsing through Color Classification by Calvin Hwei Guo: report poster
  • Local Privacy Against Inference Attacks: A Generative Modeling Approach by Dennis Rich, Wei-Chen Chen, Wei-Ning Chen: report poster
  • Image distortion classification by Alex He, Mike Victor Hsieh, Roland Dominique Pascal Duffau: report poster
  • CNNs for dementia onset detection by Michael Wang: report poster
  • Predicting gait with parkinsons by Johanna Jianping O'Day, Kirsten Anne Seagers, Marissa Rachel Lee: report poster
  • Graph based classification of Rock Climbing difficulties by Cheng-Hao Tai, Luis Rafael Hinojosa Vazquez: report poster
  • Precipitation nowcasting by Anika Jain, Georgios Sarmonikas, Yash Gaur: report poster
  • Predicting wildfire spread patterns by Emily Wu, Glynnis Elizabeth Millhouse, Olamide Oladeji: report poster
  • Underwater gesture classificaiton by Veronica Peng, Wenxi Zhao, Xi Yu: report poster
  • Brass Trio Music Generation by Ben Iver Rocklin, William Dunlop: report poster
  • Tennis shot identifier by Ganapathy Sankararaman, Siddharth Buddhiraju: report poster
  • Voice Activity Detection for Low Resource Settings by Abhipray Sahoo: report poster
  • Generating anime characters from sketches by Robert Yang, Tai Duc Vu: report poster
  • Deep Learning in Crown Defects Inspection by Huaizhen Chen: report poster
  • Predicting NFL outcomes by Cameron Taylor: report poster
  • Stock prediction with NLP by Shelly Wang, Yitian Zeng, Yuan Fang: report poster
  • Deepfake detection by Joshua Denholtz: report poster
  • Voice conversion using neural style transfer by Haiyun Wang, Luoyi Yang, Ziqi Chen: report poster
  • Real Time Beat Tracking: A Mixed Approach by George Alex Woskob: report poster
  • Reproduce Distributed Learning Framework for Medical Imaging + edge scenarios by Miao Zhang: report poster
  • Predicting Material Properties using Chemical Structure by Shayta Roy, Tyler James Quill, Yaakov Tuchman: report poster
  • Deep Learning based speech recognition for dysarthric speech disability by Siddhartha Prakash: report poster
  • Food image to recipe generator by Dorian Kawehionale'a Raboy-McGowan, Luciano Gonzalez, Sabrina Rong Lu: report poster
  • Predicting Small Medium Size Firm Bankruptcy by Giovanni Cialone: report poster
  • Characterizing hair style/color/style transfer by Clemens Konstantin Macho: report poster
  • Lunar landscape segmentation by Chen Wu, Ziyang Yuan: report poster
  • Analyzing and Enhancing Facial Expression Recognition CNNs by Amil Khanzada, Charles Bai, Ferhat Turker Celepcikay: report poster
  • Predicting protein inhibition sites through point-cloud atomic encodings and 3D deep convolutional neural networks (Healthcare) by David J Toomer: report poster
  • Deepfake detection by Aleksander Dash, Nolan Handali: report poster
  • Abstractive Summarization for structured conversational text by Ayush Chordia: report poster
  • Speech to Text: Pastor Wang Mandarin Bible Teachings by Yen Peng Kao: report poster
  • Motion based handwriting detection by Kelly He, Kevin Chen, Wanze Xie: report poster
  • Assessing Severity of Building Damage by Kevin Yang, Robert Pablo Trevino, Vinay Sawal: report poster
  • Detection of Pulmonary Embolism in CT Angiography images using Deep Learning by Jananan Mithrakumar: report poster
  • Large-scale Seismic Attributes Computation with GAN by Joao Paulo Pecanha Navarro De Oliveira: report poster
  • Multi agent RL with imperfect info games by Eric Von York: report poster
  • Credit Card Fraud Detection using Deep Learning based on Generative Adversarial and Tensor Flow by Rajesh Sabari : report poster
  • Activity Recognition Using 3D Human Pose Estimation with Deep Learning by Wendell Hom: report poster
  • Transform faces to anime avatar by Hui Su, Jin Fang: report poster
  • Animal Detection Using Deep Learning by Lei Lin: report poster
  • Deep Learning Based Texture Rendering by Joon Hwa Jung: report poster
  • Deep RL for equity trading by Roy Blaine Justus: report poster
  • Detect deepfakes by Dong Bing, Luke Kim, Sergei Petrov: report poster
  • Predicting Likelihood of Road Accidents in Nairobi by Alexandr Lenk, Matias Nicolas Cersosimo, Negin Mohammadi Raoof: report poster
  • Crystal Facet Segmentation by Rouven Spiess: report poster
  • Using Graph Convolutional Networks to Predict Molecular Properties by Kevin Yimin Guo, Rohan Mehrotra: report poster
  • Deep Consumer Choice Models by Ayush Kanodia, Sakshi Ganeriwal: report poster
  • Ideal basketball player by Vamsi Saladi: report poster
  • Movie Genre Classification from its Poster using Deep Learning by Rahul Monal Chokshi, Sam Han-Joo Sung: report poster
  • Local ancestry reference by Jan Sokol, Matthew Aguirre: report poster
  • Using aerial satellite images to predict crime by Johannes Nehemiah Hui, Jonah Wu, Ricky Joshua Toh Wen Xian: report poster
  • Vehicle make/model/year classification by Sean Li: report poster
  • Garbage Classification using Neural Networks by Aditya Gera: report poster

Fall 2019

Outstanding Posters

  • Forecasting groundwater quality using continuous-time recurrent neural networks
  • font-gen: Deep Models for Inferring Alternate Language Sets from Fonts
  • CNN Transfer Learning for Visual Guitar Chord Classification
  • Everyone could be artist: sketch to style-specified artwork
  • Neural Network Authentication using Biometric Keystroke Dynamics

Submissions

  • "Hinglish" Language - Modeling a Messy Code-Mixed Language by Vivek Kumar Gupta: report poster
  • 2D to 3D Animation Style Transfer by Swathi Vish Iyer, Timothy Quang-Tin Le: report poster
  • 3D Object Detection from Point Cloud by Alexander Arzhanov: report poster
  • 3D Object Detection in Point Clouds by Shao Yuan Ho, Tzu-Sheng Kuo, Yen-Yu Chang: report poster
  • A Deep Learning Approach for Human Activity by Derek Bryan McCreight, Susana Benavidez: report poster
  • A Deep Learning Approach to Classifying Intracranial Hemorrhages by Michael Beckinghausen: report poster
  • A method to improve classifier performance using Generative Adversarial Networks(GANs) based data augmentation on the Kannada MNIST dataset by Prateik Harwalker: report poster
  • Alzheimer’s Disease Stage Diagnosis, Applying 3D Convolution Neural Networks to MRI Brain Scans by Ben Karl Moore, Mohammadhossein Shafinia, Utkarsh Tandon: report poster
  • An AI for Dominion using Deep Reinforcement Learning by Eric Yang, Yu-chi Kuo: report poster
  • Application of Computer Vision in Intracranial Hemorrhage (ICH) Detection by Amit Bhatia: report poster
  • Art Nouveau Style Transferwith Face Alignment by Elena Tuzhilina: report poster
  • Audio Separation and Isolation: A Deep Neural Network Approach by Ahmed Mohamed H Hamdy, Muni Venkata Jasantha Konduru, Pratap Kiran Vedula: report poster
  • Authio: Neural Network Authentication using Biometric Keystroke Dynamics by Alex Langshur, Harry Mellsop: report poster
  • Automatic Voice Title Generation by Extractive Summarization of Long Product Titles using Bi-LSTM by Snehasish Mukherjee: report poster
  • BERT has a Mouth, and it can Taste: Identifying Points of Interest using BERT with Triplet Loss by Le Zhang, Richa Rastogi, Yanlin Qu: report poster
  • Baby Face Generator with CycleGAN by Shihao Li: report poster
  • Beyond Vid2Vid: Few-Shot Video Synthesis for Road Scene Generation by Akash Ashok Modi, Roshan Toopal, Trenton Chang: report poster
  • CNN Transfer Learning for Visual Guitar Chord Classification by Eric Zhou, Leon King Tran, Shawn Brian Zhang: report poster
  • CNNs for Bulk Material Defect Detection by Aakriti Varshney, Akshay Aravindan, Harrison Hoyt Greenwood: report poster
  • Can drought conditions be used to predict the likelyhood of utility-caused wildfires? by Anne-Laure Strong: report poster
  • Categorization of seen images from brain activity using sequence models by Arash Jamalian, Faraz Fadavi Akhavan Bonab, Rafi Ayub: report poster
  • Chest X-Rays Pathology Detection Using Augmented Datasets with GAN and Radiology Reports by Aditya Kumar Srivastava, Viveak Ravichandiran, Ying Chen: report poster
  • Classification of Respiratory Sounds by Vinita Shivakumar: report poster
  • Computing Nonlinear Active Subspaces for Highly Parameterized Optimization Problems using Autoencoders by Gabriele Boncoraglio: report poster
  • Controllable Real-Time Style Transfer by Xiangcao Liu, Yuting Sun: report poster
  • Counting Actor Screen Time in Movies by Christina Lin, Sam Wai-Yan Wong, Stephany Liu: report poster
  • Cutting Down "Fluff" A Twist on Text Summarization by Gustavo Torres da Silva, Kate Mary Salmon: report poster
  • Dancing Seq2Seq: An Adversarial Approach to Transformer Generative Dialog by Alan Salimov: report poster
  • Deep Learning Model for Subsurface Flow Prediction with Multifidelity Data by Yusuf Nasir: report poster
  • Deep Learning Music Generation by Kinbert Chou, Ryan Dominic Peng: report poster
  • Deep Learning for Efficient Riverine Bathymetry Inversion by Shima Salimi-Tari, Steven Das: report poster
  • Deep Reinforcement Learning Framework for Factor Investing by Pierre Nowicki: report
  • Deep Tennis: Mid-Match Tennis Predictions by DIPIKA BADRI, Kevin Monogue, Sven Lerner: report poster
  • Deep Vein Thrombosis Detectionfrom CT Scans by Anirudh Rajiv Joshi, Ishan Jay Shah, Rui Liu: report poster
  • Deep learning for bipolar disorder: anticipating manic and depressive episodes by Shreya Shankar: report poster
  • Deep- Learning Based Modelsfor Wafer by Jeong Cheol Seo: report poster
  • DeepBreath: An Automated Chest X-Ray Diagnostic Tool by Andrea Lujan Oviedo Buitrago: report poster
  • DeepDerm: Detection of Cancerous Skin Lesions Through Deep Learning by Anna Beryl Verwillow, Santosh Kumaran Murugan: report poster
  • DeepFX by Raman Vilkhu: report poster
  • Detecting Release Decade From Song Lyrics by Joseph Sommer: report poster
  • Detecting and Understanding Pneumonia with Deep Learning by Nikolaos Altiparmakis: report poster
  • Determining familial resemblances from face images by Kaushik Sah: report poster
  • Distinguishing Professional and Amateur Abstract Art Using Convolutional Neural Networks by Sharman Tan: report poster
  • Effectof President\'s Tweets on the S&P 500 Index by Sid Assawaworrarit: report poster
  • Efficient Sampling of Equilibrium States using Boltzmann Generators by Jeremy Patrick Binagia, Kevin Jia-Yu Hou, Sean Gregory Friedowitz: report poster
  • Evaluating the Factual Correctness for Abstractive Summarization by Yuhui Zhang: report poster
  • Everyone could be artist: sketch to style-specified artwork by Fei Jia, Kefan Wang, Qian Dong: report poster
  • Face Recognition with Sub-Sampled Images by ChungChun Wan, Yuxuan Wang: report poster
  • Fake News Detection by Anushya Subbiah, Divya Sudhakar, Kenny Hsu: report poster
  • Finding Your Celebrity Look Alike by Amanda Nicole Jacquez, Chase Simeon Davis: report poster
  • Finding the Value of Aggressiveness in Autonomous Vehicles by William David Brannon: report poster
  • Food Image Classification with Convolutional Neural Networks by Malina Jiang: report poster
  • Food Macro Ratio Calculator by Dongze Li: report poster
  • FoodGAN: SuperResolution on Low-Quality Food Images by Amay Aggarwal, Chinmay Suhrud Patel, Federico Jose Reyes Gomez: report poster
  • Forest-to-Coast Unpaired Image Translation with Cycle Consistency by Lydia Maria Tsiverioti, Stelios Rousoglou: report poster
  • GAN Base 7-Minute Prediction in Stock Market by Dae Han Han: report poster
  • Generating Cartoon Style Facial Expressions with StackGAN by Xiaowen Yu, Xiaoyi Li: report poster
  • Generative Adversarial Network for Stock Market price Prediction by Ricardo Alberto Carrillo Romero: report poster
  • Human Emotion Classification & Prediction of the OASIS Image Dataset by Protip Roy: report poster
  • Image Level Forgery Identification and Pixel Level Forgery Localization via a Convolutional Neural Network by Dean Deng, Yitao Qiu: report poster
  • Improving the Performance of Evolutionary Algorithms via Gradient-Based Initialization by Andrew James Shoats, Chris Andrew Waites, Matthew Tyler Prelich: report poster
  • Inferring Shading Parameters from Graphically Generated Images by Anthony Robert Carrington, Madeleine Yip, Ruta Suhas Joshi: report poster
  • Intracranial Hemorrhage Classification using CNN by Hyun Joo Lee: report poster
  • Inverting Facial Embeddings with GANs by Akash Singhal, Edward Benjamin Vendrow: report poster
  • Literary Muzak by Chuan He, Liang Ping Koh, Qiyin Wu: report poster
  • Liver Lesion Localization using Deep Convolutional Neural Networks by Sheun Aluko, Surya Narayanan Hari, Vadim Piccini Yakubenko: report poster
  • MathBot – A Deep Learning based Elementary School Math Word Problem Solver by Anish Nayak, Rajeev Patwari, Viswanathan Subramanian: report poster
  • Multi-Language Intent Prediction by Junhua Zhao, Rongbin Li, Yuehao Wu: report poster
  • Multi-modal Model for Sentence Level Captioning by Hikaru Hotta, Tom Pritsky: report poster
  • Music and Instrument Classification using Deep Learning Technics by Lara Haidar-Ahmad: report poster
  • NNeural Style Transfer for Understanding How Stylistic Choices Affect Emotional Affect by Alex Kinneret Weitzman, Phoebe Yao: report poster
  • Neural Content Moderation by Guy David Wuollet, Isabella Garcia-Camargo, Martin Amethier: report poster
  • Neural Network Structure for Traffic Forecasting by Will Zhuk: report poster
  • Neurobiologically Inspired Encoding and Transfer Learning by George Sivulka: report poster
  • Object Localization of Concentrated Animal Feeding Operations by Jorge Andres Troncoso, Minnie Ho: report poster
  • Optimize Robots Physical Design by Parameterization in Deep Reinforcement Learning by Peide Huang: report poster
  • Option Pricing with Deep Learning by Alexander Xingchen Ke, Andrew Yang: report poster
  • Painting Genre Classification by Soheil Golara: report poster
  • Pet Cat Face Verification and Identification by Adam Daniel Klein: report poster
  • Photo to Doodle Generator Using a GAN by Manu Agarwal, Talbot Morris-Downing: report poster
  • Predicting Biological Age and Sex using Spatial Temporal Graph CNN for functional MRI data by Erick Fidel Siavichay, Soham Uday Gadgil, Sunwoo Kang: report poster
  • Predicting DNA Recombination Attachment Sites by Josh Curtis Wolff, Matt Durrant, Vinay Sriram: report poster
  • Predicting Power and Area for Chip Design by Kalhan Koul, Kartik Prabhu: report poster
  • Predicting US Stock Market Movement from Political Tweets by Brian Anthony Phan Wai, Chenghao Peng: report poster
  • Real-Time Object Detection on an Edge Device by Elias Stein, John Sun, Siyu Liu: report poster
  • Retinal Cell Identification from Compressed Signals by Andrew Wang, Maxwell Bradley Strange, Pumiao Yan: report poster
  • Robust 3D Object Tracking in Autonomous Vehicles by Anthony Galczak, Eric Ryan Chan: report poster
  • Robust Face Recognition in the Deep Learning Era by Leo Mehr, Luca Florian Schroeder: report poster
  • SMate: Synthetic Minority Adversarial Technique by Pablo Martin Pablo Rodriguez Bertorello: report poster
  • Segmentation of Breast Cancer Tumors using Deep Learning by Eric Tetsuo Matsumoto, Jason Lin: report poster
  • Shallow Cloud Classification in Satellite Images by Timur Reziapov: report poster
  • Simplifying Grocery Checkout with Deep Learning by Ajay Ramesh, Jing Ning, Yongfeng Li: report poster
  • Skin Cancer Recognition via Computer Vision by Chen Chen, Tao Jia, Yinuo Yao: report poster
  • State-of-the-art Approaches for Handwriting-based Recognition on Gender and Handedness Using Deep Learning by Jiangshan Li, Tiancheng Cai, Yanbang Wang: report poster
  • Stock Price Volatility Prediction with Long Short-sTerm Memory Neural Networks by Jason Christopher Sullivan: report poster
  • Temporal Analysis of Regional Sustainability Using CNNs and Satellite Data by Nikita Namjoshi, Rubi Elydeth Rodriguez Mendoza, Xinyuan Cheng: report poster
  • Testing BERT Word Prediction Effect on Accuracy in Handwritten Text Recognition by Anna Claire Widder: report poster
  • Text Replacement and Generation in Images Using GANs by Andrew Warren Sharp, Christian Alexander Gabor, Joseph Son: report poster
  • Time to Default & Time to Prepayment Estimation Using LSTM and Deep Learning Techniques by Peter Gordon Drembelas, Vibhor Varun Khar: report poster
  • Transformer Model for Mathematical Reasoning by Will Raymond White: report poster
  • Using EMRs to Predict Patient Outcomes by Gaurab Banerjee: report poster
  • Visualizing adverse effects of Global Warming on Mountains through CycleGAN by Gunguk Kim, Troy Lining Shen: report poster
  • Wafer Map Failure Pattern Classification Using Deep Learning by Chen Lin, Jie GONG, Jie Gong: report poster
  • Wafer Topographical Map Interpolation by Luis Miguel Castaneda: report poster
  • Waste Object Detection and Classification by Hrushikesh Narendra Kulkarni, Nandini Kannamangalam Sundara Raman: report poster
  • White Christmas: Remaking Augmented Reality Censorship from Black Mirror with Identity-Preserving Instance Segmentation by Michael Yoomin Lee: report poster
  • YouTube-8M Video Understanding by Kun Huang: report poster
  • font-gen: Deep Models for Inferring Alternate Language Sets from Fonts by Garrick Domalanta Fernandez: report poster
  • iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks by Aman Chadha: report poster
  • predicting NBA Game Outcomes by Jesse Alexander Rodriguez: report poster

Spring 2019

Final Project Prize Winners

Outstanding Posters

Submissions

  • Pneumonia Classification by Eugene Tian, Pablo Ocampo: report poster
  • Automating Melanoma Segmentation by Grace Wang, Louis Li, Makena Low: report poster
  • A Survey of Deep CNNs for Mouse Paw Localization by Konstantin Kaganovsky, Molly Lucas: report poster
  • Language Translation using RNNs by Gita Krishna, Jackson Eilers: report poster
  • Workflow Recognition in Cholecystectomy by Ruben Mayer-hirshfeld, Suraj Menon, Wei Zhi Cheung: report poster
  • Chest X-Ray Screening by Jad Faraj, Rishabh M Sirdesai: report poster
  • CheXDualNet: A View-Specific Approach to Chest Pathology Classification by Michael Yan, Ying Chang, Yu Xin Ang: report poster
  • U-Net-Based Architectures for Medical Image Segmentation by Dillon Laird: report poster
  • Nicolai Ostberg by Max Melin, Nicolai Ostberg: report poster
  • Future Prediction in Brownian Dynamics Simulations Using Deep Neural Networks by Brian Ryu: report poster
  • Boosting MRI Quality with Deep Learning by Alex Walczak, Avanika Narayan, Jordan Greenberg: report poster
  • Computer Vision: Using Satellite images to infer AQI in different regions by Michael Chen, Sean Hsu, Simon Bumm: report poster
  • Differentiable Protein Loop Detector by Alex Chu: report poster
  • Semi-Supervised Learning for Predicting GMAT Scores by Yi-fu Wu: report poster
  • Trajectory Prediction with Deep Learning by Maneekwan Toyungyernsub: report poster
  • FIFA Player Analysis by Conner Smith, Jonathon Tynan, Zach Taylor: report poster
  • Knowledge Base Construction from Richly Formatted Data to Extract Selected Financial Information from SEC Filings by Roberto Seminario: report poster
  • Speaker Identification in Noisy Environment by David Grogan, Peter Karnchanapimonkul: report poster
  • Photoshop Detection Using Machine Learning by Ozi anyanwu, Thapelo Sebolai: report poster
  • CAPTCHA Breaking by Haotian Sun, Jiaying Li, Yutong Zhang: report poster
  • Depth Prediction by Alex Fu, Elena Chen, Nithin Poduval, Yannick Meier: report
  • CopyCat by Julia Arnardottir, Solveig Asta Einarsdottir: report poster
  • Chess Vision: Transcribing Chess Positions by Adam Stanford-moore, Hristo Stoyanov: report poster
  • Celebrity and You Synthesis by Zhu Chen: report poster
  • Super Resolution for sporting events by James Liljenwall: report poster
  • Tampering Image Detection for Online Fake News by Veronica Wang, Yingdan Lu: report poster
  • Deep Learning Implementation of a Recommendation System for Restaurants by Nasreddine El Dehaibi: report poster
  • Lane Detection with Lite SegNet by Junjie Lou, Xiangbing Ji, Zhengxun Wu: report poster
  • Attacking Autonomous Driving ML Algorithms with Adversarial Examples by Koosha Nassiri Nazif, Stephanie Tietz: report poster
  • Detecting Toxicity in Online Forums by Amy Chen, Farzaan Kaiyom, Kristen Anderson: report poster
  • Typing Biometrics for User Authentication - a One-Shot Approach by Hannes Lindström, Josef Malmström (cs229): report poster
  • Project Refeed: nutrition tracker by Bryce Yao: report poster
  • Fine-Grained Image Classification for Vehicle Makes and Models using Convolutional Neural Networks (CNNs) by Christian Tae, Nicholas Benavides: report poster
  • Xceptional Landmark Recognition by Heidi Chen, Tyler Yep: report poster
  • Computer Vision Aided Fire Localization for Wildfire Monitoring by Laura Spector: report poster
  • Mental Health - Predicting Stress in the Tech Industry by Sindhu Subramanya: report poster
  • Predicting the rating of a company using employee reviews. by Aaron Marks, Dhruv Kedia: report poster
  • Image Caption Generation with a Sequence-to-Sequence Model by Boyu Zhang, Mayukh Roy: report poster
  • Deep Affinity Networks for Multiple Object Tracking by Aditya Khandelwal, Darren Mei, Duncan Macwilliams: report poster
  • Multi-task Deep Network for Ophthalmology Screening on Fundus Images by Bozhao Liu, Lijing Song: report poster
  • Content Recognition in Surgical Videos by Madhu Hegde, Nithin Akkati, Senthil Gunasekaran: report poster
  • Chest x-ray diagnosis with deep learning CNN models and image classification by Ali Borhan: report poster
  • Detecting Brain Tumors in Low Quality Magnetic Resonance Images by Venkat Yerramsetti: report poster
  • Improved Reliability using Data Augmentation by Amit Kulkarni, Mike Murugan: report poster
  • Deep RNNs for Non-Linear State Estimation by Catherine Watkins: report poster
  • Using Deep Learning to Predict Toxicity and Lipophilicity from Molecular Fingerprints and 2D Structures by Celia Xinuo Chen, Riccardo Verzeni: report poster
  • Probabilistic and Multimodal Trajectory Predictions for Autonomous Driving by Philippe Weingertner: report poster
  • Sign Language Recognition and Transcription with Neural Networks by Shubham Patil: report poster
  • Predicting Effective Customer Touchpoint by Ahmed Bux Abro, Nagarjuna Rao Venkata Sai Chakka: report poster
  • State-of-the-Art: End-to-End Deep Learning for Art Appraisal by Alexander Verge, Ishaan Singal: report poster
  • Deep Attentive Neural Models for Algorithmic Trading by Will Geoghegan: report poster
  • Sound Source Separation via Deep Neural Networks by Yichangle Zhao: report poster
  • PyTorch implementations and benchmarking of 2019 AI CIty Challenge models - using enriched labelsets for vehicle object detection by Koen Frankhuizen: report poster
  • Generating Realistic Facial Expressions through Conditional Cycle-Consistent Generative Adversarial Networks (CCycleGAN) by Gino Tesei: report poster
  • Deep Video Face Swap by Chi Wang, Jinil Jang: report poster
  • Object Detection for Vehicle Identification by Mohith Rajendra, Tesa Ho: report poster
  • Human face super resolution with GAN/Autoencoder by Sheng Tan: report poster
  • High-Speed Logo Scan Algorithm using CNN by Unni Krishnan Ambady: report poster
  • License Plate Detection & Applications via Neural Network by Kaiyu Zhao, Yuan Wang: report poster
  • Deep Learning Vehicle Dynamics by David Casterton: report poster
  • Lane Detection using Fully CNN by Ahmed El Koutbia, Khaled Mohammed, Shengchang Zhang: report poster
  • Vehicle Make, Model & Color Recognization by Jiupeng Sun: report poster
  • Landmark Recognition by Chenjiao Wang, Renke Cai: report poster
  • Sign Language Translation with Minimal Labelled Data by Guanzhou Ye: report poster
  • Text Style Transfer by Gao Han, Zhuoming Li: report poster
  • Indoor sound classification by Vishwanath Marimuthu: report poster
  • Predicting blood glucose levels for diabetics by Diego Zavala, Pedro Salgado: report poster
  • Modeling A Messy Language - "Araby" by Rami Botros: report poster
  • Spoken Command Recognition by Thomas Karpati: report poster
  • ElderNet: Automated Electroencephalography Sleep Stage Scoring for Elderly Patient Populations by Abhijeet Rajendra Phatak, Michael Paul Silvernagel, Spyridon Baltsavias: report poster
  • Generating Hip Hop Lyrics with Recurrent Neural Networks by Abraham Apellanes, Jacob Wagner: report poster
  • Deep Learning Prediction on Price Movement of NASDAQ by Will Vithayapalert: report poster
  • What's That Pokemon? by Tariq Zahroof: report poster
  • Sustainable Waste Classification using Deep Convolutional Networks by Anand Natu, Sarah Ciresi: report poster
  • Predicting Stock Returns Using Historical Financial Statement Information and Deep Learning by Justin Amezquita: report poster
  • Engineer Level Automated Interpretation of Geothermal Well Logs by Ahinoam Pollack: report poster
  • Sketch2Face: Using CycleGAN to Produce Photo-Like Images from Unpaired Sketches by Connor Quinn, Danny Takeuch, Jerry Meng: report poster
  • Semantic Segmentation of Colon Polyps in Colonoscopy Images by Christian H. Nunez: report poster
  • Conditional GANs for generating food images by Eric Wu, Sudip Guha: report poster
  • SnapAndSnack by Andrea Dahl, Cristian Lomeli, Kevin Tien: report poster
  • Spotify Spectrograms by Gene Tanaka, Jaime Hurtado: report poster
  • Climate Change Impacts on the Occurrence and Intensity of Riverine Heatwaves by Tristan Ballard: report poster
  • Classifying Album Genres by Album Artwork by Christopher Koenig: report poster
  • NBA 2K19 DeepBot: A Neural Network Controlled Real-Time Video Game AI by Kylan Sakata, Pablo Santos, Wyatt Pontius: report poster
  • Predicting Virality of Reddit Posts by Henry Lin, Kristy Duong: report poster
  • Describe That GIF - A GIF Description Generator by Chuma Kabaghe: report poster
  • Igneous Rock Image Classification by Camilo Saavedra, Jabs Aljubbran: report poster
  • Dysarthric Speech Recognition Using a Deep Bidirectional LSTM by Jeremy Tate Campbell: report poster
  • Handwriting Sequence Generation from ASCII by Jason Chen: report poster
  • Neural Network Agent for Control Tasks in OpenAI Gym by Shengjun (sophia) Qin: report poster
  • Patent Predict by Marcos Torres: report poster
  • Predicting Delays in Flight Departure Time at SFO by Yanqiu Wang, Yutong Coco Sun: report poster
  • Experimental Neural Net Framework by Bruziuz@stanford.edu: report poster
  • Person Re-ID for Follow-Me Task by Sarah Brennan: report poster
  • A Comparison of Abstractive and Extractive Techniques in Text Summarization by Devin Cintron: report poster
  • Battery Health Prediction Using Deep Learning by Chen Liu: report poster
  • Flu Cold Meter by Srikar Nallan: report poster
  • Who is Ernie and if so how many? A multitasking Bert for question answering with discrete reasoning by Barthold Immanuel Albrecht, Xiaofang Zhu, Yanzhuo Wang: report poster
  • Deep learning for portfolio management by Long Shen: report poster
  • Time Series Forecasting with Deep Learning Models by Eric Steen, Orion Darley, Ryan Silva: report poster
  • DeepBug: A hybrid of CNN and RNN approach for software bugs triage by Yuanliang Lu: report poster
  • Neural Technical Trader by Patrick Kelly: report poster
  • Transfer Learning for Multi-label Street Fashion Images by Yiying Hu: report poster

Winter 2019

Final Project Prize Winners

Outstanding Posters

Submissions

  • Deep Fake Detector: Using ML techniques to Distinguish Real Images from Fake by Jervis Jerome Muindi, Yash Lundia, Raj Prateek Kosaraju: report poster
  • Predicting Stock Market Movements Using Global News Headlines by Jason Norio Kurohara, Joshua Richard Chang, Callan Alden Hoskins: report poster
  • Analyzing Phase Transitions through Deep Learning by Anjli M Patel, Shaughnessy Brennan Brown, Stephanie Tietz: report poster
  • FEELING TO LISTEN: SEPARATING SIMULTANEOUS IMPACT SOUNDS USING MULTI-MODAL LEARNING by Jui-Hsien Wang: report poster
  • Identifying Metastatic Cancer through Deep Learning by Lucky Ihunanyachukwu Adike, Swadhin Ajay Thakkar, Jonathan Tan: report poster
  • Hierarchical Neural Network by Suresh Sugumar: report poster
  • Read My Lips by Hao Mao, Xiaotong Chen: report poster
  • Deep Hearing: Classifying Audio Underwater by Behrad Habib Afshar, Jeremy Witmer, Jonathan Morgan Wheeler, Taha Rajabzadeh: report poster
  • SuperMIBI: A convolutional neural network for prediction of upsampled mutliplexed imaging data from short acquisition times by Noah Frey Greenwald, Erin Francis Mccaffrey: report poster
  • Complex Food Classification by Priyal Harshadbhai Mehta, Bryce Long, I-Sheng Yang: report poster
  • First TextWorld Problems by Renat Aksitov: report poster
  • Mineral Species Classification by Guillermo Alejandro Gomez, Gawan Fiore, Jorge Cueto: report poster
  • Genre Detection with DN networks by Daniel Thomas Way, Yasaman Shirian, Matt Jones: report poster
  • Sequence-to-Sequence Generative Argumentative Dialogue Systems with Self-Attention by Ademi Andrew Adeniji: report poster
  • Predicting Loan Grades Using Deep Neural Networks by Liang Ping Koh, Kaushal Atul Alate, Bilguunzaya Battogtokh: report poster
  • Graphical Feelings: GIF Sentiment Learning by Gordon Leo Blake: report poster
  • Automatic Disaster Detection from Aerial Imagery by Richard Daniel Chen, Angelica Pando Morales: report poster
  • Headline Generator by David John Liedtka, Dane Michael Hankamer: report poster
  • Assessing Music Similarity Through Deep Learning by Nicholas Allen: report poster
  • Reconstructing Pore Images Using Generative Adversarial Networks by Kelly Guan: report poster
  • Deep learning for relative stock performance prediction by Ruben Ignacio Contesti, Sebastian Hurubaru, Jun Yan: report poster
  • Deep Neural Networks for Image Compression by Brian Matthew Graham, Jacob John Decoto: report poster
  • Modeling Polymer reflow and shape evolution with neural networks by Charmaine Chia: report
  • A Deep Learning Approach to Improved Video Colorization by Yang Fang, Vedi Chaudhri: report poster
  • Multilabel Classification of Restaurants Throught User-Submitted photos by Neval Cam, Kaan Ertas: report poster
  • Determining Style of Paintings using Deep Learning and Convolutional Neural Networks by Jeffrey Dong Chen, Patrick James Tanaka Mogan, Sean Chang: report poster
  • Trajectory generation for autonomous vehicles in racing using Deep Neural Networks by Mingyu Wang: report poster
  • SuctionNet: An end to end model for suction by Nikita-Girey Nechvet Demir, Jose Miguel Giron, Mauricio Wulfovich: report poster
  • Generating synthetic wireline logs from real-time drilling data by Mehrdad Yousefzadeh, Rayan Sami Kanfar, Obai N Shaikh: report poster
  • GPU-Accelerated Deep Reinforcement Learning Simulation for Vision-Based Robotic Manipulation by Kihiro Bando, Victor Zhang, Kingway Liang: report poster
  • Object detection using regression-type model vs. faster region-convolutional neural networks by Yuetao Lv, Yang Zhao, Alfred Cheung: report poster
  • Task Discovery by Ajay Sohmshetty: report poster
  • Gender Classifier and CycleGAN for Altering Facial Images by Srinivas Halembar, Harry Jiang, Mark Darryl Cramer: report poster
  • Auto FC by Ryan Tyler Rice: report poster
  • Privacy Preserving Deep Learning for Image Classification - a Case Study with Microsoft Research Celebrity Data by Meidan Bu: report poster
  • Seismic Signal and Noise Separation by Siyuan Yuan, Xiaoxi Zeng, Ruiming Zhu: report poster
  • SwimMaster by Erick Rodrigo Cardenas Casas, Troy Ling, Emilio Unda Trillas: report poster
  • Astronomical Image Colorization and Super Resolution using Residual Encoder Networks and GANs by Kai Marshland, Gao Xian Peh: report poster
  • Quick Draw! Doodle Recognition Deep Learning Strategy by Yumeng Yue, Rui Ning, Zewen Zhang: report poster
  • DEEP HONEYNET ANALYSIS FOR NETWORK DETECTION by Napoleon Cornel Paxton, Berkay Polat: report poster
  • Public Forgetfulness? Reputation Visualization in the Wake of #MeToo by Michael Liwei Cai, Alex Ross Goodman: report poster
  • Image-to-Image Translation using CNN and Cycle-Consistent Adversarial Networks by Sherry Li, Wenxin Wei, Ip Chun Chan: report poster
  • Real-Time Trading Card Recognition in Live Video by Kevin Culberg: report poster
  • Histopathologic Cancer Detection of Lymph Node Patches for Breast Cancer by Gundu Gowtham, Jad Salim Aboudiab: report poster
  • HATRNet: Human Activity/TransitionRecognition using Deep Neural Networks by Nicholas Streich Gaudio, Akash Levy, Jonas Messner: report poster
  • Robust Learning-based Pose Estimation of Noncooperative Spacecraft by Jeff Park: report poster
  • Predicting Loan Default by Prinslou Kipchumba Tare, Ken Mutethia Nturibi, Robert Wanjau Kinini: report poster
  • PetFinder.my Adoption Speed Prediction using Pet Profiles by Yuhui Wang, Yifan Gong: report poster
  • Named entity disambiguation for graphs by Sruthi Poddutur: report poster
  • Recurrent CNNs for Bounding Box Stability in Object Detection by Prerna Mahesh Dhareshwar, Sanjeev Suresh, Donovan Yuen Jie Fung: report poster
  • Question Answering on SQuAD 2.0 by Liz Guo: report poster
  • SomaNet: Segmenting Neurons in Forebrain Assembloid Microscopy by Julia Marie Schaepe, Ashi Agrawal: report poster
  • Evaluating Strike Slip Fault Evolution with 2D CNN: Identifying the geohazard zones? by Laainam Chaipornkaew: report poster
  • DeepASPECTS by Salmonn Talebi, Rukhsana Yeasmin, Tony Joseph: report poster
  • Runway Recognition by Michael William Hardt, Grzegorz Marian Kawiecki, Carlos Querejeta Masaveu: report poster
  • Predicting Loan Default by Robert Wanjau Kinini, Prinslou Kipchumba Tare, Ken Mutethia Nturibi: report poster
  • Transfer Learning-based CNN Classification for Simpsons Characters by Yueheng Li: report poster
  • Nuclear segmentation with Deep Learning by Antoine Barge: report poster
  • Make yourself into a work of art by Kiah Hardcastle, Julie Myriam Makelberge: report poster
  • Predicting programming success using deep learning by Ben Alan Stenhaug, Raejoon Jung, Neeraj Mathur: report poster
  • Speaker identification with deep neural networks by Jorge Alfredo Mendez Pulgar: report poster
  • A white hat approach to fighting online trolls: Experiments with BERT and GAN by Jiaying Huang, Zhihao Lin: report poster
  • Diverse Challenging Driving Tests by Farid Soroush: report poster
  • Predicting cell type specific functional consequences of non-coding variation using deep learning by Santosh Kumar, Sangjukta Kashyap: report poster
  • Using Neural Speech Recognition Models For Optical Character Recognition of Cursive Script by Jon Farrell Braatz: report poster
  • Event-driven asset pricing prediction by Daniel Huang: report poster
  • Deep Learning for Exposure Normalization on Regions of Interest in Digital Images by Benjamin Elvon Bay, Rohit Aggarwal, Vincent Wang Fat Chung: report poster
  • Yog.ai: Deep Learning for Yoga by Anna Wei Lai, Bhargav Reddy, Bruis Hidde Corneel Van Vlijmen: report poster
  • Object Detection with Satellite Imagery: Using YOLO to Detect and Localize Objects in Aerial Satellite Imagery by Jaydon Samuel Krok, Canyon Cruz Robins: report poster
  • Predicting Age-Appropriateness of Fan Fiction Short Stories by Minh Nguyen, Oishi Lucienne Banerjee, Christine Xuan Phan: report poster
  • Unearthing Crop Insights: Plant Seedling Classification Using a Dense Convolutional Neural Network by Madison Hall, Jackie Helen Ennis: report poster
  • Generative Aging of Photographs for Kinship Verification by Yash Chandramouli, Zoe Ghiron: report poster
  • Urban Sound Classification: A CNN Exclusive by Victoria Chiu, Brijesh Patel: report poster
  • Applying Recurrent Neural Network Based-model to the Assessment of Problem-solving Skills by Max Joseph Arseneault, Karen Dan Wang: report poster
  • Neural Style Transfer for Low-Complexity Animated Inputs by David Blair Schmidt-Fellner: report
  • Predicting Stock Price Dynamics by Gleb Stronov, Raul Overdijk Girbal: report poster
  • Detecting Duplicate Questions by Alfonce Nzioka: report
  • GAN-based Translation Between Medical Image Modalities by Ketan Bhaskar Pant, Aditi Maheshwari: report poster
  • Predictive BMI with Conditional Adversarial Autoencoder by Edward Guzman, Alejandro Bravo, John Joseph Romano: report poster
  • Deep Architectural Style Classification by Alan Flores-Lopez, Alexander James Wade, Paavani Dua: report poster
  • Teaching Your MAML by Gleb Shevchuk: report poster
  • DeepSquat: Analyzing Weightlifting Form with Deep Learning by Weixiong Zheng, Peicun Jiang: report poster
  • Image Recognition Algorithm for Packed Products by Luka Salamunic, Cynthia Brosque, Asherin George Anto George: report poster
  • Automatic Detection of Epileptic Seizures in Rodents by Alexander Heneghan Ruch, Steven Tan, Michael Princton Reddick: report poster
  • Setting a Benchmark for Representation Learning of Source Code by Richard Zhao, Kaviarasan Selvam: report
  • Predicting stock prices with LSTM networks by David Manuel Duemig: report poster
  • Winton Stock Market Challenge by Joaquin Borggio, Cheyenne Ali Sadeghi, Sagar Maheshwari, Maxim Nikolai Serebriakov: report poster
  • Application of DL in Subsurface faults detection with seismic data by Di Fan, Anatoly Aseev, Andrew Lawrence Deng: report poster
  • Crop Type Mapping with Multi-Temporal and Multi-Spatial Satellite Imagery by Rose Marie Rustowicz, Robin Cheong, Lijing Wang: report poster
  • IMAGE INPAINTING USING GANS WITH PARTIAL CONVOLUTIONS by Nico Jersch, Wilhelm Bolin, Justin Lundgren: report poster
  • AI Agent for NES Super Mario Brothers by Denis Barkar: report poster
  • Recreating AlphaZero Chess Engine by Ting Liang, Mark Chang: report poster
  • Animal Adoptability Analysis by Chun Kit Chan, Xu Zhao, Hengkai Qiu: report poster
  • Automated Essay Scoring: My Way or the Highway! by Alex Joshua Hurtado: report poster
  • Drawbot - Converting Bad Sketches into World Class Masterpieces by Jimmie Deion Harris, Tayo Ayomikun Falase, Usman Khaliq: report poster
  • Upscaling Audio Quality with Deep Convolutional Networks by Daniel Semeniuta: report poster
  • Predicting Gene Expression Using Epigenetic Markers on the Genome by Sonja Q Johnson-Yu, Sunil Bodapati: report poster
  • Classifying Native Advertisements and Sponsored Content by Michael Kaplan, Dellarontay Alexander Readus: report poster
  • Fine-grained image classification by Debabrata Sengupta: report poster
  • Human Pose Estimation using Convolutional Neural Networks by Richard Hsieh: report poster
  • Band Gap Prediction of 2D Materials from 3D Bulk Counterparts by Ishaa Bishnoi, Disha Dasgupta: report poster
  • DeepFlow - Flow data prediction using deep learning techniques by Sebastian Fischer: report poster
  • HOV car detection by Ivan Ho: report poster
  • Cooperative-Competitive Multi-Agent Learning in Soccer Environments by Patipan Pipatpinyopong, Christopher William Covert, Cameron Mcmillan: report poster
  • Identifying Parasitized Cells with Deep Convolutional Neural Networks by Sara Kristina Olsson, Julia Isabel White: report poster
  • Computer “Vision”: Using CNNs to Detect Diabetic Retinopathy by Sushil Baalaji Upadhyayula, Pranav Aadithya Upadhyayula, Lauren W Yang: report poster
  • Neural Machine Translation using Sequence Level Training by Kyu-Young Kim: report poster
  • Predicting Bitcoin Price Trends by Lucas Shyh-Shyang Lin, Orien Zeng, Cindy Ding Jiang: report poster
  • DeepWhale: Humpback whales tail-shots classification using CNNs and Siamese Neural Networks by Marios Galanis, Vladimir Kozlow: report poster
  • Bias Detection in Sports Articles Using Structured Data by Sherman Sequan Ng: report poster
  • Deep Learning Insights into Many-Body Physics by Mae Teo, Chao Wang: report poster
  • Piano music transcription using neural networks by Zehui Wang: report poster
  • Listen, Speak in Hindi! by Dinesh Chaudhary: report poster
  • Let’s Drive: Learning Autonomous Driving through Behavior Cloning by Jenna Lee, Mario John Srouji: report poster
  • Deep Reinforcement Learning for Unsteady Flow Control by Anthony Louis Corso: report poster
  • Point Cloud Grasp Classification for Robot Grasping by Zachary Blum, Neethu Renjith, Navjot Singh: report poster
  • “Who is This Person on Your Screen?” Classification of Celebrities Using CNN models by Yuzhou(chris) Wang: report poster
  • Predicting Flight Delays with Deep Learning by Ethan Andrew Chi, Jillian Tang: report poster
  • News Classification Model by Xiaobo Zhang, Yuhao Zhang: report poster
  • Captcha Recognition Using CNN's by Yichen Wang: report
  • Applying Conditional GANs to Generate Realistic Microarray Gene Expression Data by Madeleine Scott, Lawrence Bai: report poster
  • Sentiment analysis of company earnings conference calls with long short-term memory by Shafiq Kamrudin Ebrahim: report poster
  • Digest generation for the news articles using LSTMs by Mikhail Sidorov: report poster
  • Learning Joint Acoustic-Phonetic Word Embeddings by Mohamed G Mahmoud: report poster
  • Spoof Detection with RGB Cameras in Facial Recognition Systems by Jiyao Yuan, Kairen Ye, Ye Li: report poster
  • Identifying Parasitized Cells with Deep Convolutional Neural Networks by Sara Kristina Olsson, Julia Isabel White: report poster
  • Winter 2019 Doodle Recognition Challenge by John Cheng Yu, Arsh Hemant Buch, Sophia Yuenchih Chen: report poster
  • Predicting Protein-Protein Interaction interfaces with coevolution matrices by Esha Atolia: report poster
  • Detect and track people aerially over Stanford campus by Priya Dwivedi: report poster
  • Harmonizing with Piano Genie by Craig Chan, Divya Gupta, Matthew Richard Stein: report poster
  • Generating Realistic Handwriting With Deep Learning by Shipra Banga, Saumya Pathak: report poster
  • Generating Tweets using GANs by Ruowen Wang: report poster
  • Customer Analytics: Identification and Classification using YOLO by Chu-Chi Liu, Yan Liu, Senthil Selvaraj: report poster
  • Question-Answering System for SQuAD by Weiquan Mao: report poster
  • Learning Histology Slice Processing Steps (Image orientation and mirror) by Fang-Yu Lin: report poster
  • Deep Convolutional Generative Adversarial Network for Simulating the 2D Ising Model by Fangze Liu, Shujia Liang, Tianyi Liu: report poster
  • Star Cluster Classification into Open and Globular Clusters with Interpretative Grad-CAMs by Jordan Dwight Stipp: report
  • DeepRemix: an automated remix film generator. by Rey Manuel Barcelo: report poster
  • Tracking Vehicles Across Multiple Viewpoints by Paul Andrew Warren: report poster
  • DeepNewsNet: Automated Fake News Classification by Alaukik Aggarwal: report poster
  • Sentiment Analysis on News and Politics Text by Mel Tutar: report poster
  • Stylized Text-to-Image Generation by Eric Gordon Vincent, Deepak Chandran: report poster
  • Generating websites from mockups using GANs by Siddhant Prakash Pardeshi, Pranit Pradeep Kothari: report poster
  • Improving Mobile Robot Navigation with Deep Neural Control and Search-based Motion Planning by Max Kristian Ferguson: report poster
  • Manga-to-Anime Translation Using Cycle-Consistent Generative Adversarial Networks by Jonathan Griffin: report poster
  • Object Detection using Raspberry Pi by Ranga Rao Chadalavada: report poster
  • Exploring additive and multiplicative similarity measures in multilayer perceptrons by Santi Tomas Aranguri: report poster
  • A deep learning approach for predicting function of non coding genomic variants by Fred Sun Lu: report poster
  • Automated Detection of Left Ventricle in Arterial Input Function (AIF) Image Series for Cardiac MR Perfusion Imaging: A Large Study on 13K Patients by Hui Xue: report poster
  • Malaria Detection by Maxime Voisin: report poster
  • Stock Price Predictions from News Headline Embeddings by Ryan Jacob Almodovar: report poster
  • Tour Guide: Deep Learning for Trajectory Optimization by James Donald Guthrie: report poster
  • Detecting depression: how to have a happier campus by Diogo Pinto Leite De Braganca: report poster
  • Detecting damaged buildings in post-Hurricane satellite imagery by Chetan Suresh Bademi: report poster
  • Formatting instructions for CS230 by Tae Myung Huh: report
  • Predicting Cycling Conditions of Lithium-ion Batteries through Air-free Disassembly Imaging by Jerry Liao: report poster
  • Using daily inpatient Serum Creatinine to predict Chronic Kidney Disease in children by Alton Alton Russell: report poster
  • Automated segmentation of CT temporal bone structures by George Siyuan Liu: report poster

Fall 2018

Final Project Prize Winners

Outstanding Posters

Submissions

  • Consistent Video Colorization by Gael Gurvan Colas, Kevin Lee, Rafael Mitkov Rafailov: report poster
  • GAN for fashion: Fashion Image Generation Conditioned on Text Description by Chen Huang: report poster
  • A deep learning approach to predicting knee loading using 3D trajectories of anatomical landmarks by Melissa Ann Boswell, Scott David Uhlrich: report poster
  • Automatic Detection of Brain Aneurysms: segmenting CT scans using CNNs by Harry Leighton Emeric, Jason Qin: report poster
  • Advancing the Search for dark matter with Deep Convolutional Neural Networks by Ben Sorscher, Sebastian Matthias Wagner-Carena: report poster
  • IDG-DREAM Drug-Kinase Binding Prediction by Mayukh Majumdar: report poster
  • Deep Sketch Drawer by Di Bai, Wantong Jiang, Yipeng He: report poster
  • Primary Weight Estimation for eVTOL Aircraft via Neural Network Regression by Jordan Trent Smart: report poster
  • Learning the Deep Emotional Intelligence of Artists by Arturo Garrido Contreras, Masoud Charkhabi: poster
  • Question Answering: Examining Top Trends from the SQuAD Task by Anuprit Kale, Edgar Gerardo Velasco: report poster
  • Neural network for compression of photon counting detector projection data by Picha Shunhavanich: report poster
  • Learning to manage a system of bridges subject to seismic hazard using deep-Q networks by Gitanjali Bhattacharjee: report poster
  • ANET: Automated Optical Inspection Network by Harold WANG: report poster
  • Deep Layer Regeneration: Image Reconstruction by Jesus Mendez: report poster
  • Monitoring the Operational Performance of an Anaerobic Wastewater Treatment Plant with Deep Learning Methods by Christopher Philip James Pearce, Jose Bolorinos: report poster
  • Breast Cancer Fine-Needle Classification by Lea-Tereza Tenekedjieva: report poster
  • QuickDraw Sketch Recognition Using CNN and RNN by Fangqin Dai, Xiaomeng Shen: report poster
  • California Wildflower Field Guide & New Species Name Generator by Lorraine Lin: report poster
  • Musit Style Transfer by Kun Fang, Xihui Wu: report poster
  • The Unordered Transformer for Web-page Classification by Ramy El Garawany: report poster
  • Achieving Comparable Performance with Less Parameters in Segmentation of Melanoma Images Using Dense U-Nets by Charles Huang, Gustavo Chau Loo Kung: report
  • Chord Recognition with Deep Learning by Chen Ji: report
  • Kaggle Human Protein Atlas by Iason Solomos, Pascal Pompey: report
  • An Examination and Application of Text Summarizer (Textsum) on Amazon by Can Jin, Yi He: report
  • Drivable Area Segmentation by Ritu Bajpai, Sundeep Kolliboyina: report
  • Learning the Deep Emotional Intelligence of Artists by Arturo Garrido Contreras, Deepak Bansal, Masoud Charkhabi: report
  • Deep Energies for Estimating Three Dimensional Facial Pose and Expression by Jane Hong Wu, Xinwei Yao: report poster
  • Instance-U-Net and Watershed: Improved Segmentations for Breast Cancer Cells by Chenyu You, Linfeng Yang: report poster
  • Deep Learning Models for Restaurant Choice by Evan Matthew Munro: report poster
  • Efficient Neural Network Implementation of The Universemachine by Ethan Oliver Nadler, Chun-Hao To: report poster
  • Human Portrait Super Resolution Using GANs by Yujie Shu: report poster
  • Unsupervise Face to Manga Translation with CycleGAN by Marcella Cindy Prasetio: report poster
  • Word Embeddings Quantify Exogenous Cultural Change by Paul Anthony Vicinanza: report poster
  • Path Based Real Time Road Object Detection Using YOLOv3 by Megan Leanne Rowe, Naveen Rajeev Krishnamurthi, Puyang Ma: report poster
  • Deep Learning for Enterprise API Traffic by Mamoon Yunus: report poster
  • Music Tagging with COnvolutional Neural Network by Xiao Fei Yu: report poster
  • Predicting Political Affiliation from Tweets by Eddie Sun, Jorge Isaac Cordero Enriquez, Zoey Zhou: report poster
  • Scaling Up Medical Entity Extraction by Vignesh Venkataraman: report poster
  • When is Deep Multitask Learning Effective in NLP? An Exploration of Cyberhate in Wikipedia by Abraham Starosta: report poster
  • High Frequency Exchange Rate Forecasting using Deep Learning on Cryptocurrency Markets by Bernardo Ramos, Imanol Arrieta Ibarra: report poster
  • Multi-Lingual Audio Classification by Cynthia Hua, Hiroshi Mendoza: report poster
  • Supervised Adversarial-Attack Classification by Kumar Kallurupalli, Nicholas Tan, Shalini Keshavamurthy: report poster
  • Predicting Water Usage for Automated Irrigation System by George Gui: report poster
  • Through Thick and Thin: MRI Super-Resolution Using a Generative Adversarial Network by Andrew Osceola Narcomey, Angela Jessica Gu: report poster
  • Automatic Automobile Taxonomy: Car Identification using a CNN Architecture by Samuel Frishman, Wilson Ruotolo: report poster
  • Segmented Neural Style Transfer for Stylized Chair Generation by Samuel Marshall Premutico: report poster
  • Voice Accent Transfer Using Recurrent Neural Networks on Spectograms by Henry Wang: report poster
  • Fine-Grained Sentiment Analysis of Restaurant Customer Reviews in Chinese Language by Suofei Feng: report poster
  • Gotta Train 'Em All: Learning to Play Pokemon Showdown with Reinforcement Learning by Elbert Lin, Kevin Chen: report poster
  • Astronomical Object Classification from Photometric Time-Series Data by Ryan Wang Gao: report poster
  • Structural Damage Classification for Post-Earthquake Recovery by Mengfan Zhang, WEN-YI Yen: report poster
  • Real Time Video Colorization Using Color Priors by Sneha Venkataramana: report poster
  • DeepMeal: Food Recognition and Localization with YOLO by Alexander Uhunoma Iyabor: report poster
  • Human Protein Atlas Image Classification by Amita Chandrakant Patil, Rudra Bandhu: report poster
  • Image Contextualization for the Visually Impaired by Aditya Dusi, Asish Koruprolu, HITHA REVALLA: report poster
  • Neural Network Based Correction of Fixed Pattern Noise in Image Sensors by Paul Go Lim, Steve Wallace Mims: report poster
  • The Classification of Musical Scores by Composor by Chenduo Huang, Christina Montefalcon Ramsey, Daniel Joseph Costa: report poster
  • Drivable Area Segmentation by Ritu Bajpai: poster
  • Multi-focus image fusion with a Deep Convolutional Neural Network for Semiconductor Wafer Inspection tools by Antariksh De, Srinivasa Rao: report poster
  • Neural Anomaly Transfer for Wafer Inspection Systems by Karthikeyan Kalaiarasan, Nagendra Prasad Kamalapuri, Songyang Yu: report poster
  • Duplicate Question Detection by Doug Chang, Shiyuan Gu: report poster
  • Building Deep Learning Architectures to Understand Building Architecture Styles by Caroline Cin-kay Ho, Cole Orr Thomson: report poster
  • An Examination and Application of Text Summarizer by Yi He: poster
  • DOTA2 Game Prediction with Deep Neural Network by Luyao Hou, Yiqing Ding: report poster
  • Toxic Comment Classification Challenge by Wenyi Tian Jones: report poster
  • Load and Solar Power Forecasting in a Residential Distributed Energy System by Wael Abid: report poster
  • Untrained Image Restoration using Deep Decoder: Evaluation and Improvements by Salman H Naqvi, Tyler Joseph Sellmayer: report poster
  • Convolutional Neural Networks in Radiology by Max Norris: report poster
  • Exploration of predicting power of ARIMA, Facebook Prophet and LSTM on time series by Jingyue Zhang, Yi Jiang: report poster
  • Captcha Solving Using Neural Networks by Isaiah Loren Brandt-Sims, Thunder Justice Keck: report poster
  • Protein Location Classification by Laura Victoria Cruz-Albrecht: report poster
  • Automated Diagnostic Classification of Pediatric Magnetic Resonance Angiography (MRA) by Dennis Chang, Ye Akira Wang, Yong-hun Kim: report poster
  • Deep Mix by Ashwin Neerabail, Joseph Gilles Ballouz, William Park: report poster
  • Learning to Play Starcraft II by Mimicking the Pros: Style Extraction in Adversarial Games by Chunya Hua, David Joseph Rendleman: report poster
  • Clothing Texture Synthesis using CycleGAN by Andy Kim, Miguel Ferrer Avila: report poster
  • Old Photo Restoration: Pix2Pix vs Partial Convolutions by Daria Reshetova, Nivedita Rahurkar: report poster
  • Confirmation Generation for Almond Virtual Assistant by Silei Xu: report poster
  • Stock Price Prediction with Deep Learning Framework by Anran Lu, Huanzhong Xu, Zeyu Wang: report poster
  • Human Trajectory Prediction in Socially Interacting Crowds by Bilan Jackie Yang, Haruki Nishimura: report poster
  • Is a Picture Worth 1,000 words? Visual Emotional Analysis using Transfer Learning and CNNs by Hasna Rtabi, Katherine Irena Kowalski, Noah Abraham Jacobson: report poster
  • DeepRating: A Deep Learning Approach to Credit Default Forecasting by Raphael Andreas Rene Abbou: report poster
  • Deep Learning Approach to Automatically Extract Gene-Phenotype Relationships from Unstructured Literature Data by Bo Yoo, Tiffany Yonaha Eulalio: report poster
  • Multiple-Instance and Transfer Learning for Detecting Breast Cancer by David Wei Liang, Kais Ajmal Kudrolli, Nathan Dass: report poster
  • ServiceNet: End to End Dialogue System for Technical Support by David Uvalle, Madhulima Pandey: report poster
  • Contextual Linking of News Articles by Aamir Abdur Rasheed, Dunia Hakim: report poster
  • 2-Stage Conditional GAN for Sketch Auto-Coloring by Yu-Shun Cheng: report poster
  • DoodleNet: accurate doodle sketch recognition by Jiajing Wang, Yixin Shi: report poster
  • Predicting Stock Trends from News Articles by Sahil Nayyar: report poster
  • Aerial Imaging Classification with a Lightweight Network for Edge Computing by Brian Chan: report poster
  • Anime Super Resolution Using GANs by Jin Huang: report poster
  • AgingGAN: Age Progression with CycleGAN by Jie Chen, Junwen Bu, Yu Zhao: report poster
  • Drivable Area Segmentation by Sundeep Kolliboyina: poster
  • Photorealistic Neural Style Transfer: Generating Realistic Images without GANs by Richard Ruiqi Yang: report poster
  • Automated annotation of cellular cryo-electron tomograms using U-Net by Weijiang Zhou, Yanyan Zhao: report poster
  • Deep Reinforcement Learning for Classic Control Tasks by Andrew Zhang: report poster
  • Imitating Driving Behavior in an Urban Environment by Ianis Bougdal-Lambert, Malik Abdelkrim Boudiaf: report poster
  • GONE Offers Nice Editing by Alexis Goh Weiying, Jing Lim, Travis McGuire: report poster
  • Deep Learning for Wireless Channel Coding by Yun Liao: report poster
  • Style Verification - Differentiating Artists Based on Their Style by Albin Gustav Andersson Jagesten, Josef Malmström: report poster
  • An Iterative Unfreezing Strategy for Predicting Human Emotional Response to Images by Ashwin Sreenivas, Jessica Zhao: report poster
  • Direct velocity estimation for seismic imaging using deep neural network by Abhishek Tapadar, Stuart Farris, Vishal Das: report poster
  • Realistic Image Synthesis and Classification by Christopher Fontas, Emanuel Mendiola, Wendy Li: report poster
  • Hardware Acceleration of Lattice Networks by Matthew Feldman, Tushar Swamy: report poster
  • Visualization and Prediction for a High Frequency Limit Order Book by Alan Dunetz: report poster
  • Deep Learning to Predict Extreme Wind Loads on Buildings by Giacomo Lamberti, William Henry McCloskey: report poster
  • Neural Weather Transfer using Segmentation & Matting Laplacian by Juliet Nkechiyere Okwara, Nicholas Brian Seay: report poster
  • EditGan: Using GANS for Image Editing by Logan O'Sullivan Bruns: report poster
  • Achieving Comparable Performance With Less Parameters in Segmentation of Melanoma Using Dense U-Nets by Gustavo Chau Loo Kung: poster
  • Novel View Synthesis by Geometric Transformation and Image Completion Neural Network by Molly Zhang: report poster
  • Investigating Hate Speech and Abusive Language on Twitter with Deep Learning by Emiliano Leopoldino Rodrigues Jr: report poster
  • Extended Hotword Detection to Arbitrary Audio Triggerwords by Kevin Ming Yeun: report poster
  • Dilated CNN + LSTM Music Style Transfer by Gavin Zhang, Haojun Li: report poster
  • Estimating the Gait Deviation Index of Children with Cerebral Palsy by Cara Gonzalez Welker, Jon Phillip Stingel, Vince Joseph Salpietro: report poster
  • Automatic Fetal Brain Segmentation for Prenatal MRI Screening by Cheng Chen, Pablo Gabriel Diaz-Hyland: report poster
  • TimbreNet: A Convolutional Network for Blind Audio Source Separation c by Nathaniel Jacob Okun, Scott Henry Reid: report poster
  • Deep Learning to Predict Stock Market Movements by Evan Taylor Ragosa Rosenman: report poster
  • Kaggle Human Protein Atlas by Iason Solomos: poster
  • Deep Learning for Classifying Heavy Drinkers from Normal Controls by Chuanqi Chen: report poster
  • Music Box for CS230-Winter 2018 by Somnath Purkayastha
: report poster
  • Quantitative Trading Strategies using Deep Learning: Pairs Trading by Simerjot Kaur: report poster
  • Deep Sketch Network for Million-scale Sketch Recognition by Dan Xia, Hongwei Zhang, Kegang Xu: report poster
  • Predicting Stock Movements Using LSTM by Matt Roche: report poster
  • Deep Visual-Semantic Embedding Models for Mobile by Swarna Saraf: report poster
  • Independent Component Analysis with Neural Networks by Raul Rojas-Gonzalez: report poster
  • Fighting Crime With Deep Learning by Muhammad Ayub, Sean Thomas Fitzgerald: report poster
  • Deep-CNN based Semantic Segmentation of Aortic Dissection Images by David James Bell Esq, Indrasen Bhattacharya, Sara Nasiri Amini: report poster
  • Tackling Occlusion in Person Reidentification by Boxiao Pan, Pragya Mishra, Soutik Chakraborty: report poster
  • #PleaseUpVote: Virality Prediction with Title and Thumbnail Image on Reddit by Chaonan Ye, Vera Lin, Zijian Wang: report poster
  • Classify Subcellular Protein Patterns In Human Cells by Dongkai Chen, Yixiao Song: report poster
  • Question Answering on the SQuAD Dataset by Oghenetegiri Edward Sido: report poster
  • Blood Vessel Segmentation from Fundus Photographs by Meeran Ismail: report poster
  • Video Vehicle Detection with YOLO by Albert Zheng, Jeffrey Gu: report poster
  • A Sure Bet: Predicting Outcomes of Football Matches by Evgeny Moshkovich, Rohan Reddy Challa, Seb Jocelyn Goddijn: report poster
  • Kaggle Human Protein Atlas by Pascal Pompey: poster
  • Generating Scanning Electron Microscopic Images from Optical Designs using image to image translation by Jacob George: report poster
  • Ranking financial assets using neural networks by Anton Ponomarev: report poster
  • Locating Ships on the High Seas and in Ports by Lee Michael Arthurs: report poster
  • Parcel Package Classifier for Automated Conveyor System by Hodges Haywood: report poster
  • Classification of Radiographic Evidence for Pneumonia by Ekaterina Kastrama, Karina Giselle Samuel-Gama, Robert Pinkerton: report poster
  • Fashion Clothing Category Identification by Abhishek Rawat, Dibyajyoti Ghosh, Shweta Karwa: report poster
  • Achieving Comparable Performance with Less Parameters in Segmentation os Melanoma by Charles Huang: poster
  • Unrestricted Adversarial Defending Deep Neural Network by Qiwen Wang, Xinshuo Zhang: report poster

Spring 2018

Final Project Prize Winners

Outstanding Posters

Submissions

  • LSTM Music Generation by Xingxing Yang: report poster
  • Extracting High-Quality Poster Images From Videos by Katie Fo, Nat William Gardenswartz, Tam N Dinh: report poster
  • Image Colorization by Alex Avery, Dhruv Amin: report poster
  • Sketch Classification by Sushan Bhattarai: report poster
  • DeepSecurity Cybersecurity Threat Behavior Classification by Giovanni Sean Paul Malloy, Isaac Justin Faber, Isha Thapa: report poster
  • Predicting the Success of Crowdfunding by Chenchen Pan, Yan Chen, Yiwen Guo: report poster
  • Classification of blood cell subtypes by Sharon Shin Newman, Therese Maria Persson: report poster
  • Simulating nanophotonic neural networks at a component level by Ben Bartlett: report poster
  • Image Restoration of Low-Quality Medical-Diagnostic Images by Fariah Hayee, Katherine Lee Sytwu: report poster
  • Automatic Chord Arrangement from Melodies by Shuxin Meng, Yulou Zhou: report poster
  • Project Sunroof by Pranjal Patil, Vedang Hemant Vadalkar: report poster
  • Brain Computer Interface: Using Neural Activity to Predict Cursor Kinematics by Jonathan Henry Zwiebel, Robert Terrell Ross, Samuel Lurye: report poster
  • Guaging Political Bias on Twitter by Catherine Frances Lee, Jacob Shiff, Sridatta Thatipamala: report poster
  • DeepFugue: a model to generate Baroquestyle fugues by Aditya Chander, Samantha Elinon Silverstein, Marina Barbara Cottrell: report poster
  • Deep Learning for Partial Differential Equations (PDEs) by Bella Shi, Kailai Xu, Shuyi Yin: report poster
  • ChexNet2: Improvements for The Detection of Pneumonia with Deep Learning by Alexander Kucy, Liam Hassen Neath: report poster
  • Neural Network based Building Earthquake Vulnerability Prediction by Haiwen Wang, Zhaozhuo Xu, Zhiyuan Li: report poster
  • Image Super-Resolution for Facial Recognition by Corey Tze-chung Shih: report poster
  • Neural Networks for Baseball Data Analysis by Yifan Pi: report poster
  • House Price Prediction using Satellite Imagery by Hoormazd Rezaei, Sina Jandaghi Semnani: report poster
  • DeepNews.ai: Exploring the Link between Investment and Return in News Media by Joshua Griffin, Kayiita Johnson, Levi Lian: report poster
  • Standardized Aerial Object Detection and Classification for Unmanned Aerial Vehicles by Joshua Payne, Peggy Wang: report poster
  • Predicting the distribution of car demand by Hyoungju Seo: report poster
  • Painting Outside the Box: Image Outpainting with GANs by Mark William Sabini, Gili Rusak: report poster
  • Reinforcement Learning by Jeffrey Hu: report poster
  • Learned Indices : Point Index by Rahul Palamuttam: report poster
  • FaceNet: Emotion Detection Based On Deep Convolutional Neural Network Using Inception Architecture by Joseph Wang, Martin Maina: report poster
  • Application of Deep Learning Techniques For Drilling Predictions by Ouassim Khebzegga: report poster
  • Addressing the US Opioid Epidemic with Deep Learning: Predicting Opioid-Related Mortality Risk in US Counties from Twitter Data by Zoe Michelle Robert: report poster
  • Bitcoin Transaction Deanonymization by Peter Wang: report poster
  • Pump it Up: Mining the Water Table by Alex Thien Gia Pham, Ben Backus, Lauren Zhu: report poster
  • Excuse Me? I Didn’t Quite Catch That?: Audio Super Resolution with Generative Adversarial Networks by Arjun Sawhney, Jonathan Michael Gomes Selman, Woody Zhouyuan Wang: report poster
  • Speaker Identification: Text Independent Context by Manish Pandit, Rish Gupta, Sophia Zheng: report poster
  • ATLAS MRI by Ayush Jain, Ray Zhong, Rosario Errazuriz Vergara: report poster
  • Post-stroke lesion detection for the ATLAS dataset by Diana Ding Chin, Karen May Wang, Will Robert Thomas Roderick: report poster
  • An Exploration of Neural Net Architectures for 3D Region-Proposal Networks and Object Detection by Shawn Hu: report poster
  • Piano Automatic Music Transcription Using Neural Networks by Maddie Julie Wang, Susan Chang: report poster
  • Earthquake warning system: Detecting earthquake precursor signals using deep neural networks by Jihoon Park, Mustafa Ali H Al Ibrahim, Noah Daniel Athens: report poster
  • Image-to-Image Translation with Conditional GAN by Jason Hu, Weini Yu, Yujo Zhouchangwan Yu: report poster
  • Predicting mortgage loan delinquency status by Ksenia Ponomareva: report poster
  • Harmonic Combiner by Katherine Pregler: report poster
  • Post-Stroke Lesion Segmentation via 3D-CNN by Beite Zhu, Weston Joseph Ungemach: report poster
  • PokeNet: Predicting Pokemon Card features through Deep Learning by Eddy Albarran, Piper Caroline Keyes: report poster
  • Predicting Success of Global Terrorist Activities by Trisha Jani: report poster
  • Natural Language Processing and Event-driven Stock Prediction by Cheryl Ji, Jimmy Qin: report poster
  • MR-AC using deep learning by Jonathan Fisher: report poster
  • Modern DL Algos To Systematically Trade A Hedged Portfolio Of US Equities by Kevin M. Lalande: report poster
  • InstaFashion: Clothing Segmentation and Retrieval using Region-based Approach by Kevin Fry, Vivian Yang, Xianming Li: report poster
  • AI Music Composition with Chords and Dynamics by Daniel Nelson Dore, Joey Zou: report poster
  • A Content-Based Image Retrieval System (CBIR) for eCommerce Purposes Using Deep Neural Networks by Lee Reed III, Nicholas Sinthunont: report poster
  • Music Popularity Prediction via Techniques in Deep Supervised Learning by Albert Mitchell Pleus, Brian Pasquale Rossi: report poster
  • Stock forecasting using Deep Learning by Francis Tran: report poster
  • BuildingNet: Building Detection from Satellite Imagery by Manan Rai, Vivian Wong, Xiaolin Hu: report poster
  • Building Detection in Satellite Images - Improving Resource Distribution in Iraqi Refugee Camps by Aprotim Cory Bhowmik, Minh-An Quinn, Nichelle Alston Hall: report poster
  • Math image to LATEX by Junwen Zheng, Zhengqing Zhou, Zhongnan Hu: report poster
  • Deep Learning on Multimodal Brain Tumor Segmentation by Erika Thompson Earley, Manisha Moumita Basak, Shaina Sara Reji: report poster
  • Video Gesture Classification Using LSTMs and OpenPose Features by Kenny Kin Fai Leung: report poster
  • Topological data analysis by Anjan Dwaraknath: report poster
  • Identifying Political Spectrum in News Articles by Halldora Gudmundsdottir, Markus Zechner: report poster
  • A Deep Learning Approach to Identifying Fraudulent Disinformation Networks by Josh Michael DuFault: report poster
  • Deep Learning for Improving Power-Accuracy of Heart Rate Monitors by Albert Gural: report poster
  • Semi-supervised Super-Resolution for Compressed Sensing MRI by Lisa Lei, Tian Tan: report poster
  • Using Baseline X-Ray Images to Predict Osteoarthritis Outcomes by Matthew Robert Titchenal, Nishant Pandit, Stephanie Rebecca Young: report poster
  • Using Attention on Movie Sentiment Classification by James Li, Samuel Kwong: report poster
  • Gibberfish: Modeling Language by Detecting Nonsense by Bo Peng, Matthew Gagnon Mistele: report poster
  • Threats Detection for Airport Scanned Body Images by ChayawanJaikla, Krongrath Suwannasri: report poster
  • Cryptocurrency Price Prediction Based on Twitter, News, Reddit and Trade Volume Data by Alexander Kalil Fine: report poster
  • Car Accident Predictor: Identifying the Probability of Getting in a Car Crash Based on Dash-Cam Cues by Aakarshan Dhakal, Armando Banuelos, James Michael Carroll: report poster
  • Deep Learning Approaches to Brain Tumor Image Segmentation by Cameron Ward Backes, Jon Paul Deaton: report poster
  • CNN-based seismic facies classification from 3D seismic data by Iris Yang, Wei Chu: report poster
  • Classifying Pictures of Food by Luis Gerardo Govea Moreno: report poster
  • Deep Learning for Medical Imaging: Post-stroke lesion detection for the ATLAS dataset by David Zhou: report poster
  • ASL Video Translator by Diego Alejandro Celis, Ella Hofmann-Coyle: report poster
  • Iceberg Classifier by Justin Donato: report poster
  • DeepDowNN: Deep Learning for Crossword Generation by Angad Singh Rekhi, Charlotte Sophia Kirk, Ting Chia Chang: report poster
  • Siamese Neural Network for One-shot Image Recognition by Saumya Yadav, Surabhi Sankhla: report poster
  • Post-stroke Lesion Detection using ATLAS Dataset by Andrew James Zhang, Chenyao Yu, Helen Jiang: report poster
  • Video Segmentation at instance level within image frames for autonomous driving. by HiroTien, Wenfei Du, Mayank Malhotra: report poster
  • V for Vehicular Video Vision by John Luke Chuter: report poster
  • Investing in SPY ETF: Using ML on SPY Constituents’ Momentum Data by Dale Angus: report poster
  • Dense-Captioning Videos with Learnable Pooling by Julio A Martinez, Parker R. Miller: report poster
  • Comparing Character Level ConvNets with Traditional Options for Text Classification by Gobi Dasu, Michelle Song, Rahul Manoj Makhijani: report poster
  • Music Generation by Cade Monroe May, Gabriel Francis Voorhis-Allen, KK Keeme Mokobi: report poster
  • Video Interpolation of Human Motion by Max Cody Evans, Rishabh Ajay Kothari, Sizhu Cheng: report poster
  • Image Editing with Invertible Conditional GANs by Boyao Sun, Wensheng Li, Xinyu Xu: report poster
  • Using CNN for image separation of overlapping galaxies by Sowmya Kamath: report poster
  • Make AI Great Again: Generating Tweets in 'Presidential' Style Using Recurrent Neural Networks by Naveen Srivatsa, Stephanie Morgan Scott: report poster
  • Fashion Product Recognition in Fine-Grained Visual Categorization by Klemen Cas, Renato Baba, Yaya Khoja: report poster
  • Detection of Early Stage Lung Cancer from CT-Generated 3D Lung Volumes by Ankit Singh Baghel, Lucas Ivan Ramos: report poster
  • Predicting Bone Age from Hand X-Rays Using Deep Convolutional Neural Networks by Amin Ojjeh, Caroline Grace Kimmel, Samir Nabil Safwan: report poster
  • Predicting epileptic seizures using intracranial EEG recording by Gerardo Rendon Gonzalez, Vickram Gidwani, Yunha Hwang: report poster
  • Evoking the Quasi-Periodic Pulse of Free Jazz Drumming: Recurrent Neural Networks for Rhythm Generation by Nolan Vincent Lem: report poster
  • Macroeconomic forecast of USDJPY Daily Spot Rate using Deep Learning by Gerald Tan: report poster
  • Arbitrary Neural Style Transfer by Man zhu Esq, Ningyuan Zhang, Willow Wu: report poster
  • Multispectral Satellite Imagery Feature Detection by Elvis Dowson: report poster
  • Food Image Aesthetic Quality Measurement by Distribution Prediction by Hang Yang, Jiayu Lou: report poster
  • OscarNet v1​ by John Knowles, Sam James Kennedy, Tom Joseph Kennedy: report poster
  • Applying Natural Language Processing to the World of Wine by Clara Isabel Meister, Tim Scott Aiken: report poster
  • Extraction and Analysis of Earth Tide Signals by Xuhua Gao: report poster
  • Semi-Supervised RNN-GAN for Chord Estimation by Charles Zhijie Chen, Corey McNeish, Elizabeth Chu: report poster
  • Mathematical Expressions to LaTeX by Cameron Drew Cruz, Kofi Adu, Zen Alexander Simone: report poster
  • Database bias reduction by Zheng Lyu: report poster
  • Dog Breed Classification and Visualization by Jesse Candido: report poster
  • Predicting Goal Setting in Weight Loss Journeys by Mitchell Louis Gordon, Sharon Zhou, Shushman Choudhury: report poster
  • Automated Executable Code Generation by Janette Linqing Cheng, Jinhie Lee Skarda, Priyanka Puram Sekhar: report poster
  • Image-to-Image Translation with Generative Adversarial Networks by Noah William Makow: report poster
  • Practical Prediction in Dota 2 by Jack Thomas Scott: report poster
  • DeepNews.AI: Detecting Political Bias by Abraham Ryzhik, Jason Jin Zhao, Nate Lee: report poster
  • Deep Learning to Identify Plant Species by Elena Galbally Herrero, Krishna Rao, Zoe Gabrielle Pacalin: report poster
  • Denoising ATAC-seq with Convolutional Neural Networks by Nic Jonathan Wilson Fishman, Sarah Faye Gurev: report poster
  • Project DeepNews by Harper Carroll, Susannah Meyer: report poster
  • AcId by Emilio Botero: report poster
  • Dilated Convolutions for Music Generation by Hannah Leou, Kaleb Scott Morris: report poster
  • CNNs in Climate Ensembles by Brian Andrew Reed: report poster
  • F*** *** Detector: Identifying Offensive and Obscene Comments by Akshay Gupta, Alex Ilia Samardzich, Sai Anurag Modalavalasa: report poster
  • Image Segmentation Kaggle Challenge by Eley Ng, Hubert Hsueh-Hsien Lu, Yokila Arora: report poster
  • Analyzing Tweets Written by Russian Trolls by Brendan Zane Edelson, Elijah Robinson Taylor, Ethan Scott Brown: report poster
  • Deep Learning Segmentation of Strokes in ATLAS by Brian Prescott Triana, Alewis, rkalthof: report poster
  • Event Recommendation Engine by Renner Leite Lucena: report poster
  • Deep Learning Application in Well Production Problems by Tita Ristanto: report poster
  • TreeNet: U-Nets for Satellite Image Segmentation by Andrew Alexander Kondrich, Isaac Edward Kasevich: report poster
  • Partial-Fourier reconstruction for fMRI using deep learning by Seul Lee: report poster
  • Google Landmark Recognition Milestone by Aamnah Khalid, Uzair Navid Iftikhar: report poster
  • Super resolution for atrial fibrillation mapping by Francisco Sahli: report poster
  • Classification of Natural Gas Leaks by Jingfan Wang, Sindhu Sreedhara: report poster
  • Deep Learning for MRI Analysis and Diagnosis by Charles Tsao, Neel Vikram Rao: report poster
  • Predicting Educational Opportunity with Satellite Imagery within the United States by Gregory Alexander DePaul, Hugo Andres Valdivia: report poster
  • Position Reconstruction in the CDMS HV100mm Detector by Shridevi Sharangowda Muthkhod, To Chin Yu: report poster
  • Predicting postoperative opioid cessation in patients undergoing lumbar fusion by Chloe O'Connell, Felipe Kettlun, Thomas A Petersen: report poster
  • Tennis Match Predictions using Neural Nets by Mitchell Allen Dumovic, Trevor Noel Howarth: report poster
  • Evaluating Mask R-CNN Performance for Indoor Scene Understanding by Shiva Badruswamy: report poster
  • Classifying Russian Propaganda Tweets by James Kusik Schull, Javier Echevarria Cuesta, Talal Ramzi Rishani: report poster
  • Santander Customer Satisfaction by Nick Allan Steele, Samuel Roland Schwager, Scott William Morris: report poster
  • Deep Knowledge Tracing with Course Engagement Covariates by David Nathan Lang, Klint Kanopka, Kritphong Mongkhonvanit: report poster
  • Neural Generation of Source Code for Program Synthesis by Kensen Shi: report poster
  • Action Recognition with Depth and Thermal data using Densely Connected Convolutional Network by Vivian Yang: report poster
  • Predicting a fiber Bragg grating’s parameters from its transmission spectrum using deep learning by Arushi Arora: report poster
  • Learning to Play Minichess Without Human Knowledge by karthik selvakumar bhuvaneswaran: report poster
  • Bird Generation with DCGAN by Zhiling Huang: report poster
  • Instance Segmentation using Depth and Mask RCNNs by Mohamed Masoud, Rewa Rohit Sood: report poster
  • Automated Segmentation Mask Generator for Post-Stroke Lesions Using MRI by Elizabeth Botbol Ponte, Marcus Paul Dungca Lavengco, Oscar Rodriguez Guerrero: report poster
  • Predicting protein-DNA binding affinity from structure and sequence by Alex Michael Tseng: report poster
  • Reinforcement Learning for Imperfect Information Games by Divy Rohit Murli, Edgard Luis Bonilla, Geoff Penington: report poster
  • Word Vectors From Small Corpora by Eric Zelikman: report poster
  • Air Quality Forecasting Using Convolutional LSTM by Gaoxiang Liu, Shuo Sun: report poster
  • Classical Composer Identification by Andrew Davis: report poster
  • A Deep Learning Approach to Player Forecast Systems by Elliott Jake Chartock: report poster
  • Semantic segmentation in precision agriculture by Raunaq Rewari: report poster
  • SQUaD: Question Answering with Attention by Sajana Hemandra Weerawardhena: report poster
  • Screw Identifier for smart power tools by Ryan Kwon, Sean Seol Woong Choi: report poster
  • Road Detection Using Satellite Imagery by David Kwok, Kate Wharton, Soumya Patro: report poster
  • Backprop Considered Harmful? Evolution and Hybrid-Evolution Strategies for Supervised Learning by Andrew Michael Bartolo: report poster
  • What’s on my plate? Identifying different food categories by Nate B Nunta, Surbhi Maheshwari, Mo Islam: report poster
  • Deep Learning for Catfish Prevention by Kris Anthony Kaya, Stefan Amir Swaans: report poster
  • The impact of language on image representations in multimodal variational autoencoders by Ben Nathan Peloquin: report poster
  • Crypto Exchange Price Prediction using Limit Order Book by Ashwin Selka Padmanabhan, Ben Gilboa, Tamal Biswas: report poster
  • Personalized Ad Recommendation Systems with Deep Learning by Andrei Cheremukhin: report poster
  • A Deep Learning Approach to DNA Sequence Denoising by Abhishek Kumar Roushan, Christine Andrea Tataru, Clara McCreery: report
  • Neural Networks for Santander Customer Satisfaction by Nick Allan Steele, Samuel Roland Schwager, Scott William Morris: report
  • Applying PyramidLSTM to the ATLAS Dataset by Kevin The-Hung Pham: report
  • TreeNet: U-Nets for Satellite Image Segmentation by Andrew Alexander Kondrich, Isaac Edward Kasevich: report
  • Strongly-lensed quasar selection based on multi-band time series by Ji Won Park: report
  • Investing with NLP: Market Predictions by Alex Marshall Sareyan: report
  • Fashion Product Recognition in Fine-Grained Visual Categorization by Klemen Cas, Renato Baba, Yaya Khoja: report

Winter 2018

Final Project Prize Winners

  • First place: Semantic Segmentation of 3-D Protein Architectures in 2-D Contact Maps (Raphel Eguchi)
  • Second place: MagNet: Gravitational Lens Source Reconstruction using Deep Learning (Warren Morningstar, Dylan Rueter)
  • Third place: A Deep Learning Solution for Blood Diagnostics of Cancer through Error Suppresion (Zaid Nabulsi, Vineet Kosaraju, Shuvam Chakraborty)

Outstanding Posters

  • First place: A Chemical Analog for the Convolutional Operation (Kristopher Brown, Michael Statt, Brian Rohr)
  • Second place: ChefNet: Image Captioning and Recipe Matching on Food Image Dataset with Deep Learning (Kaylie Zhu, Chenlin Meng, Harry Sha)
  • Third place: Using DL to predict Solar Far-Side Magnetic Flux from Far-Side EUV Flux (Ruizhu Chen)
  • Third place (ex-aequo): Image Segmentation in Traffic Environment (Shaw Lu, Chen Luo, Michelle Zhang)

Submissions

  • Tennis stroke recognition using deep neural networks by Ohiremen Dibua, Vincent Hsu Yu Chow: report, poster
  • Diagnosis of Diseases from Chest X-ray scans by Fanny Yang, Jimmy Wu: report, poster
  • ChefNet: Image Captioning and Recipe Matching on Food Image Dataset with Deep Learning by Chenlin Meng, Harry Sha, Kaylie Zhu: report, poster
  • Hipppocrates: Personal Doctor RL by Ciro Di Lanno, Massi Gori: report, poster
  • Sudoku Solving with RL by Charles Akin-David, Richard Akrofi Mantey: report, poster
  • FlumeNet: A neural network model for generating videos of flume experiments by Julio Hoffimann Mendes: report, poster
  • Inferring Educational Preferences through Deep Learning by Zhaolei Shi: report, poster
  • Automated Coconut Tree Detection from Aerial Imagery by Amber Thomas, Tynan Challenor: report, poster
  • Hybrid Autoregressive-Recurrent Neural Network Architecture for Algorithmic Trading of Cryptocurrencies by Andrew Jonathan Slottje, Ian Edward Shaw, Samuel Karl Joel Persson: report, poster
  • Spot Nuclei: Segmentation with U-Net by Ta Tang: report,
  • Translate Music Notation to English Alphabet by Ali Hemmatifar, Ashish Krishna: report, poster
  • Deep Learning for Stock Trading by Glenn Yu, Kevin Q Li: report, poster
  • Detecting Epileptic Seizure Onset from Electroencephalogram (EEG) data by Nick Singh Hershey: report, poster
  • Visuomotor Learning: Object Classification and Location by Dylan Moore, Justin Kang, Payton Broaddus: report, poster
  • Estimating the Bandwidith of bandlimited signal using neural networks by Jonathan Eric Tuck: report, poster
  • Character-to-Actor Translator by Alex Joseph Gabourie, Connor McClellan: report, poster
  • Recognition of East Asian language characters by Po-Nan Li, Tim Chen: report,
  • EmotiveLens: webcam-based classification of emotional facial expressions by Anthony Van, Kevin Song: report, poster
  • Salient-SNE: interpreting non-linear clustering algorithms by Karthik Jagadeesh: report, poster
  • Music Stream Splitting by Nidhi Manoj, Sandhini Agarwal, Vikul Gupta: report, poster
  • Downscaling Oceanographic Data with Convolutional Neural Networks by Bertrand Louis Rene Delorme: report, poster
  • Colorization of Grayscale Images by Bardia Beigi, Fabian Frederik Frank, Vamsi Krishna Chitters: report, poster
  • Computer Vision Radiology by Cameron Bassett Andrews, Linus Aidan Meyer-Teruel, William Taylor Bakst: report, poster
  • Deep Learning Architectures in Visual Question Answering by Alex Nutkiewicz, Jasdeep Singh: report, poster
  • Reconstruction of Undersampled Non-Cartesian Magnetic Resonance Imaging Datasets by Mario Octavio Malave: report, poster
  • Using Deep Learning on Natural Language Features to predict Ether prices by Michael David Zhu: report, poster
  • Music Genre Classification by Aidan Luke O'Beirne, Al Zamora: report, poster
  • Predicting who will get a mortgage in New York by Aris Konstantinidis, Dasmer Singh, Manjinder Singh Kandola: report, poster
  • Image Colorization and Classification by Peng Li, Zhefan Wang: report, poster
  • Singing Synthesis with WaveNet by Amy Wang: report, poster
  • Application of Deep Learning in Credit Risk Modeling by Guanting Chen, Shiqi Yang: report,
  • Deep Learning for Road Segmentation by Anjali Roychowdhury, Chandler Watson, Justin Dieter: report, poster
  • Competitive Gaming Analysis in LoL by Ben Michael Barnett: report, poster
  • Photo Geolocation Recognition based on CNN by Yancheng Li, Yao Chen, Yifan Yu: report, poster
  • AfroNet: Shopping Afrowear from Anywhere by Oluwasanya Oluwafemi Awe, Robel Eneyew Mengistu, Vikram Sreedhar: report, poster
  • Predicting Small Molecule Binding Affinity to Serotonin Receptors by Annie Marsden: report, poster
  • Muzip: Music Compression using Neural Networks by David Morales, Divya Saini, Michael Arruza Cruz: report, poster
  • Safe RL with Simulation by Michael Kelly: report, poster
  • Exploring Novel Methods for Classifying Sketches by Mandy Lu, Natasha Goenawan: report, poster
  • Playing ZSY with Deep Learning by Leon Lin: report, poster
  • NSFW Image Detector by Isaac Gustav Westlund, Lucas Sebastian Ege: report, poster
  • A Deep Learning Solution for Blood Diagnostics of Cancer through Error Suppresion by Shuvam Chakraborty, Vineet Sai Kosaraju, Zaid Nabulsi: report, poster
  • Nucleus Detection using Deep Learning by Benjamin Knapp, Burak Bartan, James Juin Pao: report, poster
  • DL for Semantic Segmentation of Remote Sensing Imagery by Nick Naixuan Guo, Sherrie Wang, William Chen: report, poster
  • SQuAD and Biographical Trajectories by Felipe Kup Barbieri de Matos: report,
  • Super-resolution with GAN by Qixiang Zhang, Yang Wang, Yangxin Zhong: report, poster
  • Yelp Review Generation with Generative Adversarial Networks by Abhi Raju Kulgod, Jayen Jay Ram, Veeral Patel: report, poster
  • Computer-Aided Brain Abnormality Detection Using CAT Images of Brain by Ahmadreza Momeni, Nima Hamidi: report, poster
  • Predicting Stock Price using Form 8-K Transcripts by Kapil Ashok Kanagal, Tarek Wael Fathi Abdelghany, Wesley Chan Olmsted: report,
  • Predicting Cryptocurrencies Fluctuation based on Public Opinion by Abdulmalik Mahmoud Obaid, Dante Zakhidov, Scott Tom Keene: report, poster
  • The Tomato-Meter Predictor by Kate Park, Leslie Tianlan Tu, Petra Luna Grutzik: report, poster
  • Trendy Tunes: Predicting Popularity of Top 200 Spotify Songs using RNN's by Dhruv Medarametla: report, poster
  • Semantic rock-type segmentation of seismic images by Anshuman Pradhan: report, poster
  • GAN for Spacecraft Docking by Sumant Sharma: report, poster
  • LSTiestoM - Music Generation by Daniel Gallegos Ortega, Sean Metzger: report, poster
  • Searching for short-term Stellar Variabilities with Wide Field Telescopes by David Thomas: report, poster
  • Using GANs to Generate Pollution-Free Images with Customized Conditions by Jiaqi Jiang, Kaiwen Wang, Lijing Wang: report, poster
  • Automatic Temoval of Human Shapes in Pictures by Alexandre El Assad, Elise Francoise Marie Fournier-Bidoz: report, poster
  • Transferring 3D Object Detection and Pose Estimation by Antonio Recto III Tan-Torres, Ethan Jeffery Li, Jacob Michael Hoffman: report, poster
  • Topology Optimization + Deep Learning in .Microelectromechanical Systems by Anne Louise Alter: report, poster
  • Deep Graph Classification by Huy Tuan Pham: report, poster
  • Applying Computer Vision and Deep Learning to the Art of Boxing by Cedric Fraces, Evan Huang: report, poster
  • Multiclass Tagging of Videos by Mu-Heng Yang, Wei-ting Hsu: report,
  • A Study on the Stanford Natural Language Inference by Alex Alexandrovich Kolchinski, JEHA YANG, Katherine Yu, Yao Liu: report, poster
  • Image Dataset Validation with Unsupervised Deep Learning by Eric James Wang, Nancy Xu: report,
  • League Net by Brandon Walker, Sergio Luke Davood Sardar: report, poster
  • Predicting Autism using Recurrent Neural Networks and Functional Magnetic Resonance Imaging by Larry Kalesinskas, Nielson Weng, Rohan Paul: report, poster
  • Topic Analysis of Large Documents with Deep Learning by Jiahui Wang, Nathan Zhiwen Zhao, Xianling Long: report, poster
  • Clip search in videos matching a caption by Erik Jones, Joe Lou, Milind Jagota: report, poster
  • Identifying Cell Nuclei by Alexander Haigh, Frits van Paasschen, Joseph Michael Akana Murphy: report, poster
  • Training a DNN to Deblur Images by Andy David Gilbert, Paul Andrew Westhoff, Shai Messingher: report, poster
  • VAEs for Medical Data by Jesper Erik Westell, Matt Millett, Scott Lanyon Fleming: report, poster
  • Turbulence Enrichment using GANs by Akshay Subramaniam, Man Long Wong, Raunak Deepak Borker, Sravya Nimmagadda: report, poster
  • Video-based Falls Detection by JIE WU, Qianmin Hu, Weixuan Gao: report, poster
  • Your F-ai-vorite Face by JeongWoo Ha, Kye GaHyun Kim, Simon Kim: report, poster
  • Identifying humpback whale individuals by their tails by David Zweig, Marc Achille Antoine Negre: report, poster
  • Replacing Financial Charting with sequence models for trading stocks by SONGLIN QING, Terry Chan: report, poster
  • Identifying Fungal Diseases in Growing Wheat using Deep Convolutional Neural Networks by Joseph Likhuva Okonda: report, poster
  • RepKit - A Deep Learning Model for Exercise Recognition by Evan Sabri Eyuboglu, Geoffrey Lim Angus, Pierce Barrett Freeman, Rooz Mahdavian: report, poster
  • Using Satellite Imagery and a Deep CNN to Track Infection Risk for Schistomiasis in Senegal Africa by Ben Carlo Gaiarin, Michael Vobejda, Zac Ian Espinosa: report, poster
  • Deep Script: handwriting synthesis with Deep Neural Networks by Christopher Ankeny Chute, Justin Myles, Mansheej Paul, Maximilian C Lam: report, poster
  • Image Captioning with SCST-PPO and Attention by Charles Lu, Cindy Kuang: report, poster
  • Sparsifying Regularization by Nicholas Dwork: report, poster
  • Handwriting Recognition by Connor Robert Meany, Matias Kimmo Benjamin Arola: report, poster
  • Predicting Product Prices from Descriptions by Emmie Kehoe, Ian Naccarella, Javier Enrique Raygada: report, poster
  • Makeup Removal System by Mingchen Li, Yifan He, Yiyang Li: report, poster
  • Chromatin Accessibility by Alex McKeehan Boulton, Brandon Benson: report, poster
  • Handwriting generation by James Michael Ortiz, Michelle Grace McGhee: report, poster
  • Representing Quantum States with Restricted Boltzmann Machines by Alexander Hristov, Emily Davis, Kevin Andrew Fischer: report, poster
  • DisasterNet: a Seq2Seq model for Recipe Instruction Generation by Dev Bhargava, Thomas Olmsted Teisberg: report, poster
  • Keyword detection by Ben Limonchik, Rysen Otomo: report, poster
  • Object Localization with CNN by Holly Liang, Yuwen Zhang, Zixuan Zhou: report, poster
  • Predicting Emergency Room Readmissions within 72 hours of discharge by Hershel Amal Mehta, Maeva Fincker, Sara Kai Altman: report, poster
  • Automated Clinical Order Decision Support through Deep Neural Networks by Adam Wells, Alex Wells, Delaney Sullivan, Jon X Wang: report, poster
  • Exploring Iterative Pruning in Deep Convolutional Networks by Brian Edward Jackson: report, poster
  • Prediction of Review Quality by Analyzing Text by Christina Ashley Pan, John Martin Poothokaran: report, poster
  • Emojify This: The GSB CS Experience by Ruchir Shah, Shammi Quddus, Srishti Sundram: report, poster
  • Deep Learning based Collaborative Filtering by Arjun Kunnasagaran, Omar Alhadlaq: report, poster
  • Audio Style Transfer by Grant Kaijuin Yang, Patricia Lan, Steven Leung: report, poster
  • Creating New Dependent Variables for Social Scientists: Change in Job Labelling and Descriptions by Adrian Jose Apaza: report, poster
  • Accent Transfer of English Speech by Laura Lynette Shen, Lily Chen, Meng Tang: report, poster
  • Nicebot: DeepRL meets Sentiment Analysis by Yoni Lerner: report, poster
  • Simplifying Pathfinder: Automatically Calculating the Sum of Rolled Dice by Hana Lee: report, poster
  • MentorBot by Cooper J Galvin, Nina Louise Hooper: report, poster
  • Honey I Shrunk the Image by Kiko Ilagan, Neel Chowdary Yerneni, Varun Nambikrishnan: report, poster
  • Classifying Photography Style by Jeff Sheng: report, poster
  • MA Imitation learning applied to AD by Raunak Pushpak Bhattacharyya: report, poster
  • Facial Tracking using CNNs by Hannah Nichols DeBalsi, Will Lauer: report, poster
  • Single Molecule Neural Net (SiMoNN) by Joshua Yoon: report, poster
  • Deep Learning based Sarcasm Detection by Daniel Khang Thieu Do, Rohan Bais: report, poster
  • 2D character sketches to 3D models by Andrew Christopher Yu: report, poster
  • Deep learning jet clustering algorithms for analysis of particle collisions at the Large Hadron Collider by Camila Arantxa Cendra Guinassi, Justin Yu-wei Chen, Khaled Jedoui: report, poster
  • Recurrent Neural Network for brain-machine interfaces: decoding arm kinematics from intracortical signal by Julien Boussard, Maxime Cauchois, Theodor Jakub Misiakiewicz: report,
  • Deep Learning and Deforestation by Ben Mullet, Dennis Chui Wang, Ian Avery Bick: report, poster
  • DeepCell: Automating cell nuclei detection with neural networks by Ashwin Ramaswami, Cristian Bartolome Aramburu, Yiguang Zhang: report, poster
  • Evocalist by Eric William Loreaux, Yuri Zaitsev: report, poster
  • Convolutional Neural Networks for Aircraft Model Identification by Guilherme Ferreira dos Reis: report, poster
  • Image Completion with Deep Learning by Yi Liu, Yijun Jiang, ZHENGLI WANG: report, poster
  • Audio Transfer Learning with Voices Natural Language Processing by Eric Gong, Fabian Kevin Boemer, Youkow Homma: report, poster
  • Predicting Patient Discharge times by Andrew Thomas Ward: report,
  • Automated Nuclei Detection by Aditya Garg, Suvrat Bhooshan, William Marshall: report, poster
  • Deep Orthogonal Neural Networks by Benjamin Lee Nosarzewski: report, poster
  • Using Discriminators to transfer style on end-to-end TTS systems by Justin Alexander Rose: report, poster
  • Movie Recommendation System based on Metadata and User Ratings by Jiaxi Chen, Yongshang Wu, Ziran Zhang: report, poster
  • Optical Character Recognition on Arabic Medieval Scripts by Ammar Al-Qatari, Nawaf Alnaji: report, poster
  • Music Genre Classification using Deep Learning by Job Khaemba Nalianya, Matthew Albert Meza: report, poster
  • Style Transfer on Instrumental Music by Austin Osceola Narcomey: report, poster
  • Deep Signs by Daniel Robert Book, Grant Jackson Fisher: report, poster
  • Using Deep Learning to Predict Solar Far-Side Magnetic Flux from Far-Side EUV Flux by Ruizhu Chen: report, poster
  • Intelligent Voice Identification with Neural Networks by David Benjamin Troner, Lloyd Peter Maza, Michael Thompson: report, poster
  • Journalism Classification by Aashiq Muhamed, Ayush Singhania, Eun Seo Jo, Shashank Nuthakki: report, poster
  • Exploration of Deep Learning Application to Modem Physical Layer Design by Nate Chizgi: report, poster
  • Cryptocurrency Price Change Prediction based on News and Social Media Sentiment by Connor Lamon, Eric Nielsen, Eric Redondo: report, poster
  • Crop yield estimation for rice crop in India by Adeesh Goel, Agneya Sunil Loya, Ife Anyansi: report, poster
  • Predicting Air Quality Values from Webcam Images by Adele Kuzmiakova: report, poster
  • Deep-Learning to Detect Pump-and-Dump by Brandon Chang Wei Peh, Ren Hao: report, poster
  • RL for Energy Resources by Thomas Navidi: report, poster
  • Learning to play Mario with Deep RL by Evan Darke, Jakub Smola, Michael Mernagh: report, poster
  • Autogroove by Alex Javier Bertrand, Jordan Friedland: report, poster
  • Deep Learning for Initial Relative Orbit Determination by Josh Anthony Sullivan: report, poster
  • Playing Card Games with DeepRL by Allen Tianshi Wu: report, poster
  • Deep Knowledge Tracing by Chris Wang: report, poster
  • Reconstructing Ultrasound Images using GANs by Ahmad Ghalayini, Khaled Kamal Saab, Soheil Hor: report, poster
  • Machine Learning Application to A Physical System by Abdullah Ahmed Alakeely: report, poster
  • Seeking high-order modes in Free electron lasers by Peihao Sun, Yanwen Sun: report, poster
  • Emotion Recognition by Christopher Paul Bucknell, Oseas Adelso Ayerdi: report, poster
  • Efficient Neural Architecture Search by Gregory John Weaver: report, poster
  • Playing Penguin Tag using Conv Nets by JR Belino Jr Cabansag: report, poster
  • Automatic multi-disease diagnosis - a deep learning application using the modified CheXNet by Jiawei Li, Yue Zhang, Zixi Xu: report, poster
  • Exploring Knowledge Distillation of DNNs for Efficient Hardware Solutions by Haitong Li: report, poster
  • Object replacement using Deep Learning by Xin Jiang: report, poster
  • Encoder/Discriminator-Trained CNN For Adversarial Resistance by Anirudh Jain, Peter Dun: report, poster
  • Planet: Understanding the Amazon from Space by Bernardo Casares Rosa: report, poster
  • RL and Generalization of QMDP-Net by Sheng Li, Xiaobai Ma, Zhenkai Wang: report, poster
  • Generating Images from Captions by Karan Singhal, Samir Sen, Trevor Ted Tsue: report, poster
  • Epileptic Seizure Detection using EEG data by Debashri Mukherjee, Hannah Qiuhan Li: report, poster
  • Deep Learning for the Automatic Detection of Congenital Lung Abnormalities by David Xue, Dominic Abbondanzo, Mazin Bokhari, Shaimaa Hesham Bakr: report, poster
  • Using Deep Neural Networks to Understand Social Norms by Bogdan State: report, poster
  • MagNet: Gravitational Lens Source Reconstruction using Deep Learning by Dylan Rueter, Warren Morningstar: report, poster
  • Cancer Survival Prediction based on Gene Expression by Chao Li, Meng Zhang: report, poster
  • Generating web-pages from screenshots by Andrew Soohwan Lee: report, poster
  • Machine Translation English to Yup�ik Eskimo by Christopher W Liu, Kevin Chavez: report, poster
  • Deep Neural Networks for Handwritten Chinese Character Recognition by Gendong Zhang, Lantao Mei, Xiao Zhang: report, poster
  • Constructing an RNN to Predict Stock Prices by Franklin L Jia: report, poster
  • Exploring Effects of Knowledge Distillation in Model Compression and Accuracy by Dian Ang Yap, Evan Sheehan, Matthew Ang Tan: report, poster
  • Transfer Learning for Ultrasound Image Despeckling by Leah Lynn Brickson: report, poster
  • Tracking the Evolution of Underground Music Culture via Sentiment Analysis by Christian Brown: report, poster
  • Semantic Segmentation of 3-D Protein Architectures in 2-D Contact Maps by Raphael Ryuichi Eguchi: report, poster
  • Audio Generation from Lip Reading by Cary Kaiming Huang, James Yang WoMa: report, poster
  • Deep IV for Virulence Causative Genes by Billy Alton Ferguson, Charles Walker, Jack Thomas Andraka: report, poster
  • 3D Bounding Box Estimation and Recognition of Objects From Multisensor Data using Deep Learning by Ayush Gupta, Malavika Bindhi: report, poster
  • Investigation on Robustness of Quantized Ternary Weights for Deep Neural Nets by Behzad Haghgoo, Golrokh Khoddambashi Emami, Ying Hang Seah: report, poster
  • Alzheimer's Disease Levels Diagnosis from Brain MRI Images by Dimitrios Ioannis Belivanis, Soheil Esmaeilzadeh: report, poster
  • Meme Generation Networks by Lawrence Peirson: report, poster
  • Identifying Travel Stops from a Photo Album by Scott Ings: report, poster
  • Image Completion on CIFAR-10 by Mason Riley Swofford: report, poster
  • Cocktail Party Problem for Song Birds by CHUN-HAO TO, Jason Chou: report, poster
  • Image Super-resolution by Jenny Jin: report, poster
  • Automated Driving in TORCS by Matej Kosec: report,
  • Image Segmentation in Traffic Environment by Chen Luo, Michelle Mengxuan Zhang, Shaw Lu: report, poster
  • Environment-Agnostic Wildfire Detection with Satellite Imagery by Jennifer Lin, Yanbing Zhu: report, poster
  • Clickbait Article Detection using Deep Learning: These Results Will Shock You! by Kali Michelle Cornn: report, poster
  • LightGAN: An Adversarial Approach to Natural Language Generation at a Large Scale by Enrique Jr De Alba, Jonathan Austin Booher, Nithin Venkat Kannan: report, poster
  • A Deep Learning Approach to Identifying Wind-bufferflies in the GPI Exoplanet Survey by Alexander Bogdan Madurowicz: report, poster
  • Inverting Yann-level Cloth Relaxation by Jonathan Leaf: report, poster
  • New Object Designs using GANs by Matias Castillo Tocornal: report, poster
  • HailRick: A Camera tool to help the visually impaired in India hail auto-rickshaws by Sriraman Madhavan: report, poster
  • </ul>