{"total":25,"rows":[{"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":"2304.01008","title":"Self-Supervised Multimodal Learning: A Survey","created":"2023-03-31","cited_by_count":58,"area":null},{"id":"2204.08454","title":"Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images","created":"2022-04-18","cited_by_count":30,"area":null},{"id":"2105.10860","title":"FCCDN: Feature Constraint Network for VHR Image Change Detection","created":"2021-05-23","cited_by_count":25,"area":null},{"id":"2211.08129","title":"Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works","created":"2022-11-15","cited_by_count":24,"area":null},{"id":"2205.11319","title":"Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation","created":"2022-05-23","cited_by_count":22,"area":null},{"id":"2209.02329","title":"Multimodal contrastive learning for remote sensing tasks","created":"2022-09-06","cited_by_count":18,"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":"2105.08501","title":"Self-supervised Remote Sensing Images Change Detection at Pixel-level","created":"2021-05-18","cited_by_count":9,"area":null},{"id":"2207.09634","title":"HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection","created":"2022-07-20","cited_by_count":9,"area":null},{"id":"2310.00022","title":"CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding","created":"2023-09-28","cited_by_count":9,"area":null},{"id":"2502.02835","title":"A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges","created":"2025-02-05","cited_by_count":9,"area":null},{"id":"2208.01881","title":"Graph Signal Processing for Heterogeneous Change Detection Part I: Vertex Domain Filtering","created":"2022-08-03","cited_by_count":4,"area":null},{"id":"2303.09536","title":"Deep Metric Learning for Unsupervised Remote Sensing Change Detection","created":"2023-03-16","cited_by_count":4,"area":null},{"id":"2304.11375","title":"Unsupervised CD in satellite image time series by contrastive learning and feature tracking","created":"2023-04-22","cited_by_count":3,"area":null},{"id":"2304.11381","title":"Incomplete Multimodal Learning for Remote Sensing Data Fusion","created":"2023-04-22","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":"2502.12604","title":"S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images","created":"2025-02-18","cited_by_count":2,"area":null},{"id":"2309.11354","title":"Self-supervised learning unveils change in urban housing from street-level images","created":"2023-09-20","cited_by_count":1,"area":null},{"id":"2404.11326","title":"SCL: Towards Domain Generalization via Single-Temporal Multimodal Contrastive Learning for Remote Sensing Change Detection","created":"2024-04-17","cited_by_count":1,"area":null},{"id":"2208.01905","title":"Graph Signal Processing for Heterogeneous Change Detection Part II: Spectral Domain Analysis","created":"2022-08-03","cited_by_count":0,"area":null},{"id":"2308.11159","title":"SwinV2DNet: Pyramid and Self-Supervision Compounded Feature Learning for Remote Sensing Images Change Detection","created":"2023-08-22","cited_by_count":0,"area":null},{"id":"2511.08904","title":"Consistency Change Detection Framework for Unsupervised Remote Sensing Change Detection","created":"2025-11-12","cited_by_count":0,"area":null},{"id":"2606.10775","title":"Spatially Selective Self-Training for Unsupervised Building Change Detection","created":"2026-06-09","cited_by_count":0,"area":null}],"next_cursor":null}