| Fine-grained Population Mapping from Coarse Census Counts and Open Geodata | Nov 8, 2022 | HumanitarianPopulation Mapping | CodeCode Available | 1 |
| A General Purpose Neural Architecture for Geospatial Systems | Nov 4, 2022 | Disaster ResponseDiversity | —Unverified | 0 |
| OGInfra: Geolocating Oil & Gas Infrastructure using Remote Sensing based Active Fire Data | Oct 30, 2022 | Humanitarian | —Unverified | 0 |
| Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs | Oct 24, 2022 | HumanitarianVideo Prediction | CodeCode Available | 1 |
| Rethinking the Event Coding Pipeline with Prompt Entailment | Oct 11, 2022 | HumanitarianLanguage Modelling | CodeCode Available | 0 |
| HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crisis Response | Oct 10, 2022 | HumanitarianMultilabel Text Classification | CodeCode Available | 0 |
| Prioritizing emergency evacuations under compounding levels of uncertainty | Sep 30, 2022 | Decision MakingHumanitarian | CodeCode Available | 0 |
| Estimating the Effects of Syrian Civil War | Sep 7, 2022 | counterfactualHumanitarian | —Unverified | 0 |
| NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results | Aug 31, 2022 | Few-Shot Image ClassificationFew-Shot Learning | —Unverified | 0 |
| Multi-AI Complex Systems in Humanitarian Response | Aug 24, 2022 | Decision MakingHumanitarian | —Unverified | 0 |
| Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution | Jul 13, 2022 | HumanitarianMulti-Frame Super-Resolution | CodeCode Available | 2 |
| You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks | Jun 17, 2022 | HumanitarianSensitivity | CodeCode Available | 0 |
| Classifying Arabic Crisis Tweets using Data Selection and Pre-trained Language Models | Jun 1, 2022 | Humanitarian | —Unverified | 0 |
| Knowledge Representation and Language Simplification of Human Rights | Jun 1, 2022 | Humanitarian | —Unverified | 0 |
| Drone Flocking Optimization using NSGA-II and Principal Component Analysis | May 1, 2022 | Collision AvoidanceDimensionality Reduction | —Unverified | 0 |
| A Summary of the ComParE COVID-19 Challenges | Feb 17, 2022 | Humanitarian | —Unverified | 0 |
| Creating an institutional ecosystem for cash transfer programming: Lessons from post-disaster governance in Indonesia | Feb 10, 2022 | HumanitarianManagement | —Unverified | 0 |
| Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data | Feb 9, 2022 | Active LearningHumanitarian | —Unverified | 0 |
| 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 |
| Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents | Jan 11, 2022 | Humanitarian | CodeCode Available | 1 |
| Developing a Trusted Human-AI Network for Humanitarian Benefit | Dec 7, 2021 | HumanitarianMisinformation | —Unverified | 0 |
| UCD-CS at TREC 2021 Incident Streams Track | Dec 7, 2021 | HumanitarianMulti-Task Learning | CodeCode Available | 0 |
