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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.

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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
Literary Style Transfer with Sequence Models and Rejection-Pass Filtering by Daniel Kharitonov, Guneet Singh Kohli, Yu Fan: 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

A Computational Knowledge Engine for Human Neuroscience by Elizabeth Beam
Recovery of Latent Vectors and Exploration of Latent Space from StyleGAN by Chenyu You, Hao Wang
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
Tackling Obstacle Tower Challenge by Hanchul Choi
NBA 2K19 DeepBot: A Neural Network Controlled Real-Time Video Game AI by Kylan Sakata, Pablo Santos, Wyatt Pontius

Outstanding Posters

Typing Biometrics for User Authentication - a One-Shot Approach by Hannes Lindström, Josef Malmström (cs229)
Predicting Gene Expression State from 3D DNA Architecture by Aparna R Rajpurkar
ElderNet: Automated Electroencephalography Sleep Stage Scoring for Elderly Patient Populations by Abhijeet Rajendra Phatak, Michael Paul Silvernagel, Spyridon Baltsavias
Deep Attentive Neural Models for Algorithmic Trading by Will Geoghegan
Attacking Autonomous Driving ML Algorithms with Adversarial Examples by Koosha Nassiri Nazif, Stephanie Tietz

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

Real-Time Trading Card Recognition in Live Video by Kevin Culberg
Crop Type Mapping with Multi-Temporal and Multi-Spatial Satellite Imagery by Rose Marie Rustowicz, Robin Cheong, Lijing Wang
Listen, Speak in Hindi! by Dinesh Chaudhary

Outstanding Posters

Learning Joint Acoustic-Phonetic Word Embeddings by Mohamed G Mahmoud
Improving Mobile Robot Navigation with Deep Neural Control and Search-based Motion Planning by Max Kristian Fergusonposter

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

Deep Energies for Estimating Three-Dimensional Facial Pose and Expression (Jane Hong Wu, Xinwei Yao)
Realistic Image Synthesis and Classification (Christopher Fontas, Emanuel Mendiola, Wendy Li)
Human Portrait Super Resolution Using GANs (Yujie Shu)
Photorealistic Neural Style Transfer (Richard Ruiqi Yang)

Outstanding Posters

TimbreNet: A Convolutional Network for Blind Audio Source Separation (Nathaniel Jacob Okun, Scott Henry Reid)
Direct Velocity estimation for seismic imaging using deep neural network (Abhishek Tapadar, Stuart Farris, Vishal Das)
Advancing the Search for Dark Matter with Deep Convolutional Neural Networks (Ben Sorscher, Sebastian Matthias Wagner-Carena)
Question Answering (Anuprit Kale, Edgar Gerardo Velasco)
Efficient Neural Network Implementation of the UniverseMachine (Ethan Oliver Nadler, Chun-Hao To)
Human Portrait Super Resolution Using GANs (Yujie Shu)
Human Trajectory Prediction in Socially Interacting Crowds (Bilan Jackie Yang, Haruki Nishimura)

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

First place: Image-to-Image Translation with Conditional-GAN (Weini Yu, Jason Hu, Yujo Zhouchangwan Yu)
Second place: Deep Knowledge tracing and Engagement with MOOCs (Klint Kanopka, Kritphong Mongkhonvanit, David Lang)
Third place: Deep Learning for Improving Power-Accuracy of Heart Rate Monitors (Albert Gural)

Outstanding Posters

First place: Painting Outside the Box: Image Outpainting with GANs (Mark Sabini, Gili Rusak)
Second place: LeafNet: A Deep Learning Solution to Tree Species Identification (Krishna Rao, Elena Herrero, Gabrielle Pacalin)
Third place: Earthquake warning system: Detecting earthquake precursor signals using deep neural networks (Mustafa Al Ibrahim, Jihoon Park, Noah Athens)

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

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past-projects.md

past-projects.md

Fall 2019

Outstanding Posters

Submissions

Spring 2019

Final Project Prize Winners

Outstanding Posters

Submissions

Winter 2019

Final Project Prize Winners

Outstanding Posters

Submissions

Fall 2018

Final Project Prize Winners

Outstanding Posters

Submissions

Spring 2018

Final Project Prize Winners

Outstanding Posters

Submissions

Winter 2018

Final Project Prize Winners

Outstanding Posters

Submissions

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past-projects.md

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Fall 2019

Outstanding Posters

Submissions

Spring 2019

Final Project Prize Winners

Outstanding Posters

Submissions

Winter 2019

Final Project Prize Winners

Outstanding Posters

Submissions

Fall 2018

Final Project Prize Winners

Outstanding Posters

Submissions

Spring 2018

Final Project Prize Winners

Outstanding Posters

Submissions

Winter 2018

Final Project Prize Winners

Outstanding Posters

Submissions