{"total":13,"rows":[{"id":"2207.08051","title":"SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery","created":"2022-07-17","cited_by_count":408,"area":null},{"id":"2206.13188","title":"Self-supervised Learning in Remote Sensing: A Review","created":"2022-06-27","cited_by_count":137,"area":null},{"id":"2504.11171","title":"TerraMind: Large-Scale Generative Multimodality for Earth Observation","created":"2025-04-15","cited_by_count":104,"area":null},{"id":"2304.09670","title":"CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding","created":"2023-04-19","cited_by_count":48,"area":null},{"id":"2312.02199","title":"USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery","created":"2023-12-02","cited_by_count":28,"area":null},{"id":"2205.13769","title":"Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection","created":"2022-05-27","cited_by_count":16,"area":null},{"id":"2409.19439","title":"Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery","created":"2024-09-28","cited_by_count":10,"area":null},{"id":"2210.06786","title":"Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery","created":"2022-10-13","cited_by_count":3,"area":null},{"id":"2405.09922","title":"Cross-sensor self-supervised training and alignment for remote sensing","created":"2024-05-16","cited_by_count":3,"area":null},{"id":"2210.11815","title":"Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection","created":"2022-10-21","cited_by_count":2,"area":null},{"id":"2405.02512","title":"SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery","created":"2024-05-03","cited_by_count":2,"area":null},{"id":"2507.08683","title":"MoSAiC: Multi-Modal Multi-Label Supervision-Aware Contrastive Learning for Remote Sensing","created":"2025-07-11","cited_by_count":1,"area":null},{"id":"2304.06857","title":"Enhancing Self-Supervised Learning for Remote Sensing with Elevation Data: A Case Study with Scarce And High Level Semantic Labels","created":"2023-04-13","cited_by_count":0,"area":null}],"next_cursor":null}