| Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction | Oct 31, 2024 | Disaster ResponseLanguage Modeling | 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 |
| 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 |
| Learning Efficient Unsupervised Satellite Image-based Building Damage Detection | Dec 4, 2023 | Building Damage AssessmentDamaged Building Detection | CodeCode Available | 1 |
| Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs | Nov 24, 2023 | Disaster Response | 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 |
| Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence | May 12, 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 |
| Towards Geospatial Foundation Models via Continual Pretraining | Feb 9, 2023 | Change DetectionContinual Pretraining | CodeCode Available | 1 |
| Unsupervised Wildfire Change Detection based on Contrastive Learning | Nov 26, 2022 | Change DetectionContrastive Learning | CodeCode Available | 1 |
