| OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping | Jan 18, 2025 | Disaster ResponseSemantic Segmentation | —Unverified | 0 |
| Deep Self-Supervised Disturbance Mapping with the OPERA Sentinel-1 Radiometric Terrain Corrected SAR Backscatter Product | Jan 15, 2025 | Disaster Response | CodeCode Available | 0 |
| 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 |
| Leveraging Social Media Data and Artificial Intelligence for Improving Earthquake Response Efforts | Dec 28, 2024 | Disaster ResponseManagement | —Unverified | 0 |
| EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues | Dec 19, 2024 | Change DetectionDisaster Response | —Unverified | 0 |
| Cross-View Geo-Localization with Street-View and VHR Satellite Imagery in Decentrality Settings | Dec 16, 2024 | Disaster Responsegeo-localization | CodeCode Available | 1 |
| Harnessing Language for Coordination: A Framework and Benchmark for LLM-Driven Multi-Agent Control | Dec 16, 2024 | Disaster Response | —Unverified | 0 |
| Iterating the Transient Light Transport Matrix for Non-Line-of-Sight Imaging | Dec 13, 2024 | Autonomous NavigationDisaster Response | —Unverified | 0 |
| Predictive Modeling of Shading Effects on Photovoltaic Panels Using Regression Analysis | Dec 10, 2024 | Disaster Responseregression | —Unverified | 0 |
| A Scalable Decentralized Reinforcement Learning Framework for UAV Target Localization Using Recurrent PPO | Dec 9, 2024 | Disaster Response | —Unverified | 0 |
| Multiclass Post-Earthquake Building Assessment Integrating High-Resolution Optical and SAR Satellite Imagery, Ground Motion, and Soil Data with Transformers | Dec 5, 2024 | Disaster ResponseFeature Importance | —Unverified | 0 |
| Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications | Dec 3, 2024 | BenchmarkingDisaster Response | CodeCode Available | 3 |
| Rapid Distributed Fine-tuning of a Segmentation Model Onboard Satellites | Nov 26, 2024 | Disaster ResponseEarth Observation | CodeCode Available | 0 |
| Adaptively Augmented Consistency Learning: A Semi-supervised Segmentation Framework for Remote Sensing | Nov 14, 2024 | Disaster ResponseDiversity | —Unverified | 0 |
| From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing | Nov 5, 2024 | Change DetectionContrastive Learning | —Unverified | 0 |
| Integration of Large Vision Language Models for Efficient Post-disaster Damage Assessment and Reporting | Nov 3, 2024 | Disaster ResponseManagement | —Unverified | 0 |
| Mapping Global Floods with 10 Years of Satellite Radar Data | Nov 3, 2024 | Disaster Response | CodeCode Available | 2 |
| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage Modeling | CodeCode Available | 1 |
| Habaek: High-performance water segmentation through dataset expansion and inductive bias optimization | Oct 21, 2024 | Data AugmentationDisaster Response | CodeCode Available | 0 |
| Accelerate Coastal Ocean Circulation Model with AI Surrogate | Oct 19, 2024 | CPUDisaster Response | —Unverified | 0 |
| DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition | Oct 17, 2024 | Computational EfficiencyDisaster Response | —Unverified | 0 |
| A Social Context-aware Graph-based Multimodal Attentive Learning Framework for Disaster Content Classification during Emergencies | Oct 11, 2024 | Disaster ResponseHumanitarian | —Unverified | 0 |
| DisasterQA: A Benchmark for Assessing the performance of LLMs in Disaster Response | Oct 9, 2024 | Decision MakingDisaster Response | —Unverified | 0 |
| Zero-Shot Classification of Crisis Tweets Using Instruction-Finetuned Large Language Models | Sep 30, 2024 | ClassificationDisaster Response | —Unverified | 0 |
| On-Air Deep Learning Integrated Semantic Inference Models for Enhanced Earth Observation Satellite Networks | Sep 23, 2024 | Data AugmentationDisaster Response | —Unverified | 0 |