# A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, strategies, and challenges

> Research article (IEEE Geoscience and Remote Sensing Magazine, 2025) · cited 32× · AI/ML

**Wikidata**: [openalex:W4407212099](https://www.wikidata.org/wiki/openalex:W4407212099)  
**Source**: https://4ort.xyz/entity/a-survey-of-sample-efficient-deep-learning-for-change-detection-in-remote-sensing-tasks-strategies-and-challenges