Project Reports and Posters, Spring 2018



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
  • Who Write it?: To Distinguish the Human Written Text with Machine Written Text 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