| 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 |
| Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised Learning | Jul 18, 2021 | Disaster ResponseSemantic Segmentation | 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 |
| 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 |
| 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 |
| Building-Guided Pseudo-Label Learning for Cross-Modal Building Damage Mapping | May 8, 2025 | Building Damage AssessmentChange Detection | CodeCode Available | 1 |
| Deep Metric Learning for Unsupervised Remote Sensing Change Detection | Mar 16, 2023 | Change DetectionDisaster Response | CodeCode Available | 1 |
