| Accurate and Scalable Matching of Translators to Displaced Persons for Overcoming Language Barriers | Nov 30, 2020 | Humanitarian | —Unverified | 0 |
| Assessing Post-Disaster Damage from Satellite Imagery using Semi-Supervised Learning Techniques | Nov 24, 2020 | BIG-bench Machine LearningDisaster Response | —Unverified | 0 |
| Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response | Nov 17, 2020 | Disaster ResponseGeneral Classification | —Unverified | 0 |
| Predicting Landsat Reflectance with Deep Generative Fusion | Nov 9, 2020 | HumanitarianTime Series | CodeCode Available | 0 |
| Human-in-the-loop solution for scoring economic development from geospatial data | Oct 16, 2020 | Humanitarian | —Unverified | 0 |
| Vehicular Networks for Combating a Worldwide Pandemic: Preventing the Spread of COVID-19 | Oct 15, 2020 | Humanitarian | —Unverified | 0 |
| Monitoring War Destruction from Space: A Machine Learning Approach | Oct 12, 2020 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images | Oct 12, 2020 | Humanitarianregression | —Unverified | 0 |
| Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient | Sep 17, 2020 | BIG-bench Machine LearningHumanitarian | —Unverified | 0 |
| Visual Sentiment Analysis from Disaster Images in Social Media | Sep 4, 2020 | HumanitarianModel Selection | —Unverified | 0 |
| Tense, aspect and mood based event extraction for situation analysis and crisis management | Aug 1, 2020 | Event ExtractionHumanitarian | —Unverified | 0 |
| Clustering of Social Media Messages for Humanitarian Aid Response during Crisis | Jul 23, 2020 | ClusteringDeep Learning | CodeCode Available | 0 |
| Good AI for the Present of Humanity | Jul 8, 2020 | EthicsHumanitarian | —Unverified | 0 |
| Estimating Displaced Populations from Overhead | Jun 25, 2020 | Humanitarian | CodeCode Available | 0 |
| Rapid Response Crop Maps in Data Sparse Regions | Jun 23, 2020 | Humanitarian | CodeCode Available | 1 |
| Application of Data Science to Discover Violence-Related Issues in Iraq | Jun 14, 2020 | Humanitarian | —Unverified | 0 |
| An Experimental Study on Airborne Landmine Detection Using a Circular Synthetic Aperture Radar | May 6, 2020 | HumanitarianLandmine | —Unverified | 0 |
| Tagging Location Phrases in Text | May 1, 2020 | Humanitarian | —Unverified | 0 |
| RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery | Apr 15, 2020 | Building Damage AssessmentClassification | —Unverified | 0 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 |
| CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing | Apr 14, 2020 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Tigrinya Neural Machine Translation with Transfer Learning for Humanitarian Response | Mar 9, 2020 | HumanitarianMachine Translation | CodeCode Available | 0 |
| Generating Interpretable Poverty Maps using Object Detection in Satellite Images | Feb 5, 2020 | Feature ImportanceHumanitarian | —Unverified | 0 |
| PulseSatellite: A tool using human-AI feedback loops for satellite image analysis in humanitarian contexts | Jan 29, 2020 | Humanitarian | —Unverified | 0 |
| Road Network and Travel Time Extraction from Multiple Look Angles with SpaceNet Data | Jan 16, 2020 | Humanitarian | —Unverified | 0 |
