| BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response | Jan 10, 2025 | AllBuilding change detection for remote sensing images | CodeCode Available | 3 |
| Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications | Dec 3, 2024 | BenchmarkingDisaster Response | CodeCode Available | 3 |
| FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models | May 19, 2025 | Disaster ResponseVision and Language Navigation | CodeCode Available | 2 |
| GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models | May 30, 2025 | ClassificationDisaster Response | CodeCode Available | 2 |
| EarthLoc: Astronaut Photography Localization by Indexing Earth from Space | Mar 11, 2024 | Data AugmentationDisaster Response | CodeCode Available | 2 |
| Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift | Jul 10, 2024 | Change DetectionDisaster Response | CodeCode Available | 2 |
| Mapping Global Floods with 10 Years of Satellite Radar Data | Nov 3, 2024 | Disaster Response | CodeCode Available | 2 |
| SpaceNet 6: Multi-Sensor All Weather Mapping Dataset | Apr 14, 2020 | AllDisaster Response | CodeCode Available | 1 |
| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage Modeling | CodeCode Available | 1 |
| Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence | May 12, 2023 | Disaster ResponseEarth Observation | CodeCode Available | 1 |
| Learning Efficient Unsupervised Satellite Image-based Building Damage Detection | Dec 4, 2023 | Building Damage AssessmentDamaged Building Detection | CodeCode Available | 1 |
| MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification | Aug 29, 2021 | ClassificationDisaster Response | CodeCode Available | 1 |
| REOBench: Benchmarking Robustness of Earth Observation Foundation Models | May 22, 2025 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised Learning | Jul 18, 2021 | Disaster ResponseSemantic Segmentation | CodeCode Available | 1 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 |
| Towards Geospatial Foundation Models via Continual Pretraining | Feb 9, 2023 | Change DetectionContinual Pretraining | CodeCode Available | 1 |
| Cross-View Geolocalization and Disaster Mapping with Street-View and VHR Satellite Imagery: A Case Study of Hurricane IAN | Aug 13, 2024 | Contrastive LearningDisaster Response | CodeCode Available | 1 |
| Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs | Nov 24, 2023 | Disaster Response | CodeCode Available | 1 |
| Cross-View Geo-Localization with Street-View and VHR Satellite Imagery in Decentrality Settings | Dec 16, 2024 | Disaster Responsegeo-localization | CodeCode Available | 1 |
| BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery | Feb 21, 2024 | Body DetectionCloud Detection | CodeCode Available | 1 |
| Building-Guided Pseudo-Label Learning for Cross-Modal Building Damage Mapping | May 8, 2025 | Building Damage AssessmentChange Detection | CodeCode Available | 1 |
| Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean | Jul 30, 2023 | Disaster ResponseEarth Observation | CodeCode Available | 1 |
| Deep Metric Learning for Unsupervised Remote Sensing Change Detection | Mar 16, 2023 | Change DetectionDisaster Response | CodeCode Available | 1 |
| Improving Object Detection, Multi-object Tracking, and Re-Identification for Disaster Response Drones | Jan 5, 2022 | Disaster ResponseMulti-Object Tracking | CodeCode Available | 1 |
| Unsupervised Wildfire Change Detection based on Contrastive Learning | Nov 26, 2022 | Change DetectionContrastive Learning | CodeCode Available | 1 |
