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Showing 1–50 of 185 papers

TitleStatusHype
Foundation Models for Remote Sensing and Earth Observation: A SurveyCode2
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-ResolutionCode2
Rapid Response Crop Maps in Data Sparse RegionsCode1
Analysis of Social Media Data using Multimodal Deep Learning for Disaster ResponseCode1
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMsCode1
MineInsight: A Multi-sensor Dataset for Humanitarian Demining Robotics in Off-Road EnvironmentsCode1
SaRNet: A Dataset for Deep Learning Assisted Search and Rescue with Satellite ImageryCode1
Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mappingCode1
xBD: A Dataset for Assessing Building Damage from Satellite ImageryCode1
Learning future terrorist targets through temporal meta-graphsCode1
An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time SeriesCode1
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite ImageryCode1
SMUTF: Schema Matching Using Generative Tags and Hybrid FeaturesCode1
Multi-modal learning for geospatial vegetation forecastingCode1
Fine-grained Population Mapping from Coarse Census Counts and Open GeodataCode1
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidentsCode1
MEDIC: A Multi-Task Learning Dataset for Disaster Image ClassificationCode1
An Experimental Study on Airborne Landmine Detection Using a Circular Synthetic Aperture Radar—0
ADSumm: Annotated Ground-truth Summary Datasets for Disaster Tweet Summarization—0
Accurate and Scalable Matching of Translators to Displaced Persons for Overcoming Language Barriers—0
ADAPT: An Open-Source sUAS Payload for Real-Time Disaster Prediction and Response with AI—0
Developing a Trusted Human-AI Network for Humanitarian Benefit—0
Analyzing Textual Data for Fatality Classification in Afghanistan's Armed Conflicts: A BERT Approach—0
Do Large Language Models Know Conflict? Investigating Parametric vs. Non-Parametric Knowledge of LLMs for Conflict Forecasting—0
An Early Warning Model for Forced Displacement—0
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer—0
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises—0
Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images—0
Automatic Speech Recognition and Topic Identification for Almost-Zero-Resource Languages—0
Automatic Speech Recognition for Humanitarian Applications in Somali—0
Drone Flocking Optimization using NSGA-II and Principal Component Analysis—0
Dual-Tasks Siamese Transformer Framework for Building Damage Assessment—0
Deep learning waterways for rural infrastructure development—0
Assessing Post-Disaster Damage from Satellite Imagery using Semi-Supervised Learning Techniques—0
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient—0
Active InSAR monitoring of building damage in Gaza during the Israel-Hamas War—0
Classifying Arabic Crisis Tweets using Data Selection and Pre-trained Language Models—0
A Social Context-aware Graph-based Multimodal Attentive Learning Framework for Disaster Content Classification during Emergencies—0
An Alert-Generation Framework for Improving Resiliency in Human-Supervised, Multi-Agent Teams—0
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response—0
Cross-lingual topic prediction for speech using translations—0
ASR-free CNN-DTW keyword spotting using multilingual bottleneck features for almost zero-resource languages—0
Desk-AId: Humanitarian Aid Desk Assessment with Geospatial AI for Predicting Landmine Areas—0
Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models—0
Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data—0
Creating an institutional ecosystem for cash transfer programming: Lessons from post-disaster governance in Indonesia—0
A Summary of the ComParE COVID-19 Challenges—0
Critical Foreign Policy Decisions (CFPD)-Benchmark: Measuring Diplomatic Preferences in Large Language Models—0
A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPAs LORELEI project—0
Can Strategic Data Collection Improve the Performance of Poverty Prediction Models?—0
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