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

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
  • Deep Learning for Well Data History Analysis by Ruixiao Sun, Yuanjun Li: report poster
  • 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>