Accepted Papers
Building Information Modeling and Classification by Visual Learning at a City Scale
Qian Yu (UC Berkeley/ICSI)*; Chaofeng Wang (UC Berkeley); Barbaros Cetiner (UCLA); Stella X Yu (UC Berkeley / ICSI); Frank McKenna (UC Berkeley); Ertugrul Taciroglu (UCLA); Kincho Law (Stanford University)
FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video
Jigar Doshi (CrowdAI)*; Dominic Garcia (Joint Artificial Intelligence Center); Cliff Massey (CrowdAI); Pablo Llueca (CrowdAI); Nicolas Borensztein (CrowdAI); Michael Baird (California Air National Guard); Matthew Cook (Joint Artificial Intelligence Center); Devaki Raj (CrowdAI)
Explainable Semantic Mapping for First Responders
Jean Oh (Carnegie Mellon University)*; Martial Hebert (Carnegie Mellon School of Computer Science); Hae-Gon Jeon (GIST); Chia Dai (Carnegie Mellon University); Xavier Perez (Carnegie Mellon University); Yeeho Song (CMU)
Machine Learning for Generalizable Prediction of Flood Susceptibility
Chelsea Sidrane (Stanford University)*; Dylan J Fitzpatrick (Carnegie Mellon University); Andrew Annex (Johns Hopkins University); Diane O'Donoghue (kx); Piotr Bilinksi (University of Warsaw, University of Oxford); Yarin Gal (University of Oxford)
Inundation Modeling in Data Scarce Regions
Zvika Beh-Haim (Google Research); Vladimir Anisimov (Google Research)*; Aaron Yonas (Google); Varun Gulshan (Google AI); Yusef Shafi (Google); Stephan Hoyer (Google); Sella Nevo (Google Research)
Niccolo Dalmasso (Carnegie Mellon University)*; Robin Mejia (Carnegie Mellon University); Jordan Rodu (University of Virginia); Megan Price (Human Rights Data Analysis Group (HRDAG)); Jared S Murray (University of Texas at Austin)
Few-shot Tweet Detection in Emerging Disaster Events
Anna Kruspe (Deutsches Zentrum für Luft- und Raumfahrt (DLR))*
Deep Crowd-Flow Prediction in Built Environments
Samuel S Sohn (Rutgers University)*; Seonghyeon Moon (Rutgers University); Honglu Zhou (Computer Science Department, Rutgers University); Sejong Yoon (The College of New Jersey); Vladimir Pavlovic (Rutgers University); Mubbasir Kapadi (Rutgers University)
Language Transfer for Early Warning of Epidemics from Social Media
Mattias Appelgren (Canon Medical Research Europe); Patrick M Schrempf (Canon Medical Research Europe and University of St Andrews)*; Matus Falis (Canon Medical Research Europe); Satoshi Ikeda (Canon Medical Research Europe); Alison O'Neil (Canon Medical Research Europe)
Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector
Junghoon Seo (Satrec Initiative); Seungwon Lee (GIST)*; Beomsu Kim (Korea Advanced Institute of Science and Technology); Taegyun Jeon (SI Analytics)
Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures
Rohit K. Dubey (ETH-Zurich)*; Samuel S Sohn (Rutgers University); Christoph Hoelscher (ETH-Zurich); Mubbasir Kapadia (Rutgers University)
Flood Detection On Low Cost Orbital Hardware
Joshua Veitch-Michaelis (Liverpool John Moores University)*; Gonzalo Mateo-Garcia (University of Valencia); Silviu Oprea (University of Edinburgh); Lewis SG Smith (University of Oxford); Atilim Gunes Baydin (University of Oxford); Dietmar Backes (University of Luxembourg); Yarin Gal (University of Oxford); Guy Schumann (CU Boulder)
Building Damage Detection in Satellite Imagery Using Convolutional Neural Networks
Joseph Xu (Google Inc.)*; Wenhan Lu (Google Inc.); Zebo Li (Google Inc.); Pranav Khaitan (Google); Valeriya Zaytseva (United Nations World Food Programme)