Schedule

0800 - 0815

Introduction and Welcome

Ritwik Gupta, Sandra Sajeev

0815 - 1015

Invited Talks x4

• Tracy Adole (0815-0845)

• Yossi Matias (0845-0915)

• Jason Brown (0915-0945)

• Alex Jaimes (0945-1015)

1015 - 1030

Break

1030-1200

Spotlight Talks 1

• 8 - "Two Case Studies of Building Modeling using Machine Learning"

• 9 - "Feature Engineering for Entity Resolution with Arabic Names: Improving Estimates of Observed Casualties in the Syrian Civil War"

• 12 - "Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector"

• 13 - "FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video"

• 14 - "Deep Crowd-Flow Prediction in Built Environments"

• 15 - "Few-shot Tweet Detection in Emerging Disaster Events"

1200-1330

Lunch

1330-1430

Invited Talks x2

• Megan Stromberg (1330-1400)

• Eric Rasmussen (1400-1430)

1430-1530

Spotlight Talks 2

• 18 - "Flood Detection On Low Cost Orbital Hardware"

• 19 - "Machine Learning for Generalizable Prediction of Flood Susceptibility"

• 24 - "Explainable Semantic Mapping for First Responders"

• 20 - "Inundation Modeling in Data Scarce Regions"

1530-1545

Break

1545-1630

Spotlight Talks 3

• 7 - "Language Transfer for Early Warning of Epidemics from Social Media"

• 26 - "Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures"

• 27 - "Building Damage Detection in Satellite Imagery Using Convolutional Neural Networks"

1630-1715

Panel

• Rachel Dzombak (UC Berkeley)

• Luke Beckman (Red Cross)

• Lexie Yang (Oak Ridge National Laboratory)

1715-1800

Poster Session