CS230: Deep Learning 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
• Deep Learning Application in Well Production Problems by Tita Ristanto, Fatimah Mohammad Al-Ismail: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, Fatimah Mohammad Al-Ismail: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
• Instance Segmentation using Depth and Mask RCNNs 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