| Deep-Disaster: Unsupervised Disaster Detection and Localization Using Visual Data | Jan 31, 2022 | HumanitarianKnowledge Distillation | CodeCode Available | 0 |
| Dual-Tasks Siamese Transformer Framework for Building Damage Assessment | Jan 26, 2022 | Building Damage AssessmentDecoder | —Unverified | 0 |
| ADAPT: An Open-Source sUAS Payload for Real-Time Disaster Prediction and Response with AI | Jan 25, 2022 | Active LearningDisaster Response | —Unverified | 0 |
| Interpretability in Convolutional Neural Networks for Building Damage Classification in Satellite Imagery | Jan 24, 2022 | Humanitarian | —Unverified | 0 |
| UCD-CS at TREC 2021 Incident Streams Track | Dec 7, 2021 | HumanitarianMulti-Task Learning | CodeCode Available | 0 |
| Developing a Trusted Human-AI Network for Humanitarian Benefit | Dec 7, 2021 | HumanitarianMisinformation | —Unverified | 0 |
| Fine-grained prediction of food insecurity using news streams | Nov 17, 2021 | ArticlesDecision Making | —Unverified | 0 |
| How does a Pre-Trained Transformer Integrate Contextual Keywords? Application to Humanitarian Computing | Nov 7, 2021 | ClassificationHumanitarian | —Unverified | 0 |
| Building Damage Mapping with Self-PositiveUnlabeled Learning | Nov 4, 2021 | Building Damage AssessmentHumanitarian | —Unverified | 0 |
| NIDA-CLIFGAN: Natural Infrastructure Damage Assessment through Efficient Classification Combining Contrastive Learning, Information Fusion and Generative Adversarial Networks | Oct 27, 2021 | Computational EfficiencyContrastive Learning | —Unverified | 0 |
| Normative Epistemology for Lethal Autonomous Weapons Systems | Oct 25, 2021 | Humanitarian | —Unverified | 0 |
| Proceedings of KDD 2020 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning | Sep 1, 2021 | EthicsFairness | —Unverified | 0 |
| Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning | Aug 31, 2021 | EthicsFairness | —Unverified | 0 |
| Multilingual training set selection for ASR in under-resourced Malian languages | Aug 13, 2021 | Humanitarianspeech-recognition | —Unverified | 0 |
| Feature learning for efficient ASR-free keyword spotting in low-resource languages | Aug 13, 2021 | Dynamic Time WarpingHumanitarian | —Unverified | 0 |
| Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping | Aug 4, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Mapping Vulnerable Populations with AI | Jul 29, 2021 | HumanitarianImage Segmentation | —Unverified | 0 |
| Rohingya Refugee Crisis and the State of Insecurity in Bangladesh | Jul 26, 2021 | Humanitarian | —Unverified | 0 |
| How Do Pedophiles Tweet? Investigating the Writing Styles and Online Personas of Child Cybersex Traffickers in the Philippines | Jul 21, 2021 | Humanitarian | —Unverified | 0 |
| Micro-Estimates of Wealth for all Low- and Middle-Income Countries | Apr 15, 2021 | AllHumanitarian | —Unverified | 0 |
| Robust Training of Social Media Image Classification Models for Rapid Disaster Response | Apr 9, 2021 | Data AugmentationDisaster Response | —Unverified | 0 |
| MultiHumES: Multilingual Humanitarian Dataset for Extractive Summarization | Apr 1, 2021 | Decision MakingExtractive Summarization | —Unverified | 0 |
| Congolese Swahili Machine Translation for Humanitarian Response | Mar 19, 2021 | ChatbotHumanitarian | CodeCode Available | 0 |
| Heuristics for optimizing 3D mapping missions over swarm-powered ad hoc clouds | Mar 11, 2021 | 3D ReconstructionHumanitarian | CodeCode Available | 0 |
| Reinforcement learning approach for resource allocation in humanitarian logistics | Feb 25, 2021 | HumanitarianQ-Learning | —Unverified | 0 |
| The SpaceNet Multi-Temporal Urban Development Challenge | Feb 23, 2021 | Change DetectionHumanitarian | —Unverified | 0 |
| Proceedings of NeurIPS 2020 Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response | Dec 3, 2020 | Disaster ResponseHumanitarian | —Unverified | 0 |
| Proceedings of NeurIPS 2019 Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response | Dec 2, 2020 | Disaster ResponseHumanitarian | —Unverified | 0 |
| 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 |
| Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images | Oct 12, 2020 | Humanitarianregression | —Unverified | 0 |
| Monitoring War Destruction from Space: A Machine Learning Approach | Oct 12, 2020 | BIG-bench Machine LearningData Augmentation | —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 |
| 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 |
| 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 |