| Foundation Models for Remote Sensing and Earth Observation: A Survey | Oct 22, 2024 | Earth ObservationHumanitarian | CodeCode Available | 2 | 5 |
| Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution | Jul 13, 2022 | HumanitarianMulti-Frame Super-Resolution | CodeCode Available | 2 | 5 |
| MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification | Aug 29, 2021 | ClassificationDisaster Response | CodeCode Available | 1 | 5 |
| Learning future terrorist targets through temporal meta-graphs | Apr 21, 2021 | HumanitarianTemporal Sequences | CodeCode Available | 1 | 5 |
| Rapid Response Crop Maps in Data Sparse Regions | Jun 23, 2020 | Humanitarian | CodeCode Available | 1 | 5 |
| xBD: A Dataset for Assessing Building Damage from Satellite Imagery | Nov 21, 2019 | 2D Semantic SegmentationBuilding Damage Assessment | CodeCode Available | 1 | 5 |
| Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping | Nov 18, 2023 | Humanitarian | CodeCode Available | 1 | 5 |
| Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs | Oct 24, 2022 | HumanitarianVideo Prediction | CodeCode Available | 1 | 5 |
| Fine-grained Population Mapping from Coarse Census Counts and Open Geodata | Nov 8, 2022 | HumanitarianPopulation Mapping | CodeCode Available | 1 | 5 |
| Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery | Mar 24, 2025 | BenchmarkingHumanitarian | CodeCode Available | 1 | 5 |
| Multi-modal learning for geospatial vegetation forecasting | Mar 28, 2023 | HumanitarianTime Series | CodeCode Available | 1 | 5 |
| SMUTF: Schema Matching Using Generative Tags and Hybrid Features | Jan 22, 2024 | Feature EngineeringHumanitarian | CodeCode Available | 1 | 5 |
| SaRNet: A Dataset for Deep Learning Assisted Search and Rescue with Satellite Imagery | Jul 26, 2021 | Deep LearningHumanitarian | CodeCode Available | 1 | 5 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 | 5 |
| An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series | Jun 4, 2024 | HumanitarianTime Series | CodeCode Available | 1 | 5 |
| MineInsight: A Multi-sensor Dataset for Humanitarian Demining Robotics in Off-Road Environments | Jun 5, 2025 | HumanitarianLandmine | CodeCode Available | 1 | 5 |
| Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents | Jan 11, 2022 | Humanitarian | CodeCode Available | 1 | 5 |
| Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages | May 19, 2016 | Disaster ResponseHumanitarian | CodeCode Available | 0 | 5 |
| A New Task and Dataset on Detecting Attacks on Human Rights Defenders | Jun 30, 2023 | ArticlesHumanitarian | CodeCode Available | 0 | 5 |
| UCD-CS at TREC 2021 Incident Streams Track | Dec 7, 2021 | HumanitarianMulti-Task Learning | CodeCode Available | 0 | 5 |
| RELand: Risk Estimation of Landmines via Interpretable Invariant Risk Minimization | Nov 6, 2023 | Feature EngineeringHumanitarian | CodeCode Available | 0 | 5 |
| Predicting Landsat Reflectance with Deep Generative Fusion | Nov 9, 2020 | HumanitarianTime Series | CodeCode Available | 0 | 5 |
| Modeling the Temporal Nature of Human Behavior for Demographics Prediction | Nov 20, 2015 | Gender PredictionHumanitarian | CodeCode Available | 0 | 5 |
| CrisisViT: A Robust Vision Transformer for Crisis Image Classification | Jan 5, 2024 | ClassificationHumanitarian | CodeCode Available | 0 | 5 |
| A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities | Nov 18, 2022 | Computational EfficiencyHumanitarian | CodeCode Available | 0 | 5 |
| Prioritizing emergency evacuations under compounding levels of uncertainty | Sep 30, 2022 | Decision MakingHumanitarian | CodeCode Available | 0 | 5 |
| Rethinking the Event Coding Pipeline with Prompt Entailment | Oct 11, 2022 | HumanitarianLanguage Modelling | CodeCode Available | 0 | 5 |
| Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification | May 26, 2023 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| Tigrinya Neural Machine Translation with Transfer Learning for Humanitarian Response | Mar 9, 2020 | HumanitarianMachine Translation | CodeCode Available | 0 | 5 |
| Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping | Oct 1, 2015 | HumanitarianTransfer Learning | CodeCode Available | 0 | 5 |
| Clustering of Social Media Messages for Humanitarian Aid Response during Crisis | Jul 23, 2020 | ClusteringDeep Learning | CodeCode Available | 0 | 5 |
| Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian Operations | Jul 16, 2024 | HumanitarianSemantic Segmentation | CodeCode Available | 0 | 5 |
| HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aid | Oct 8, 2024 | ArticlesData Augmentation | CodeCode Available | 0 | 5 |
| Heuristics for optimizing 3D mapping missions over swarm-powered ad hoc clouds | Mar 11, 2021 | 3D ReconstructionHumanitarian | CodeCode Available | 0 | 5 |
| CEHA: A Dataset of Conflict Events in the Horn of Africa | Dec 18, 2024 | ArticlesHumanitarian | CodeCode Available | 0 | 5 |
| HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crisis Response | Oct 10, 2022 | HumanitarianMultilabel Text Classification | CodeCode Available | 0 | 5 |
| Forecasting Internally Displaced Population Migration Patterns in Syria and Yemen | Jun 22, 2018 | Humanitarian | CodeCode Available | 0 | 5 |
| CaBuAr: California Burned Areas dataset for delineation | Jan 21, 2024 | Burned Area DelineationHumanitarian | CodeCode Available | 0 | 5 |
| Estimating Displaced Populations from Overhead | Jun 25, 2020 | Humanitarian | CodeCode Available | 0 | 5 |
| Extracting Victim Counts from Text | Feb 23, 2023 | Dependency ParsingHumanitarian | CodeCode Available | 0 | 5 |
| Forecasting trends in food security with real time data | Dec 1, 2023 | Humanitarian | CodeCode Available | 0 | 5 |
| Climate Change Impact on Agricultural Land Suitability: An Interpretable Machine Learning-Based Eurasia Case Study | Oct 24, 2023 | Feature ImportanceHumanitarian | CodeCode Available | 0 | 5 |
| Differential Attention for Multimodal Crisis Event Analysis | Jul 7, 2025 | Disaster ResponseHumanitarian | CodeCode Available | 0 | 5 |
| A Chatbot for Asylum-Seeking Migrants in Europe | Jul 12, 2024 | ChatbotHumanitarian | CodeCode Available | 0 | 5 |
| Congolese Swahili Machine Translation for Humanitarian Response | Mar 19, 2021 | ChatbotHumanitarian | CodeCode Available | 0 | 5 |
| DisplaceNet: Recognising Displaced People from Images by Exploiting Dominance Level | May 3, 2019 | Displaced People RecognitionHumanitarian | CodeCode Available | 0 | 5 |
| Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data | Feb 12, 2017 | Crop Yield PredictionDimensionality Reduction | CodeCode Available | 0 | 5 |
| Earthquake Response Analysis with AI | Mar 14, 2025 | Disaster ResponseHumanitarian | CodeCode Available | 0 | 5 |
| Deep-Disaster: Unsupervised Disaster Detection and Localization Using Visual Data | Jan 31, 2022 | HumanitarianKnowledge Distillation | CodeCode Available | 0 | 5 |
| You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks | Jun 17, 2022 | HumanitarianSensitivity | CodeCode Available | 0 | 5 |
