{"total":35,"rows":[{"id":"2311.00566","title":"CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders","created":"2023-11-01","cited_by_count":169,"area":null},{"id":"2110.09327","title":"Self-Supervised Representation Learning: Introduction, Advances and Challenges","created":"2021-10-18","cited_by_count":148,"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":"2103.12718","title":"Self-Supervised Pretraining Improves Self-Supervised Pretraining","created":"2021-03-23","cited_by_count":82,"area":null},{"id":"2304.05215","title":"A Billion-scale Foundation Model for Remote Sensing Images","created":"2023-04-11","cited_by_count":62,"area":null},{"id":"2104.07070","title":"Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding","created":"2021-04-14","cited_by_count":58,"area":null},{"id":"2204.04716","title":"TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning","created":"2022-04-10","cited_by_count":35,"area":null},{"id":"2106.10605","title":"Global and Local Contrastive Self-Supervised Learning for Semantic Segmentation of HR Remote Sensing Images","created":"2021-06-20","cited_by_count":31,"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":"2105.10860","title":"FCCDN: Feature Constraint Network for VHR Image Change Detection","created":"2021-05-23","cited_by_count":25,"area":null},{"id":"2108.00688","title":"Self-supervised Audiovisual Representation Learning for Remote Sensing Data","created":"2021-08-02","cited_by_count":24,"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":"2207.03860","title":"Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain","created":"2022-07-08","cited_by_count":22,"area":null},{"id":"2205.02049","title":"Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images","created":"2022-05-04","cited_by_count":20,"area":null},{"id":"2303.06670","title":"Extending global-local view alignment for self-supervised learning with remote sensing imagery","created":"2023-03-12","cited_by_count":20,"area":null},{"id":"2503.22081","title":"A Survey on Remote Sensing Foundation Models: From Vision to Multimodality","created":"2025-03-28","cited_by_count":19,"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":"2103.10368","title":"MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels","created":"2021-03-18","cited_by_count":12,"area":null},{"id":"2206.03012","title":"TriBYOL: Triplet BYOL for Self-Supervised Representation Learning","created":"2022-06-07","cited_by_count":8,"area":null},{"id":"2211.07928","title":"False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image","created":"2022-11-15","cited_by_count":8,"area":null},{"id":"2112.02829","title":"SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection","created":"2021-12-06","cited_by_count":6,"area":null},{"id":"2108.07582","title":"Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images","created":"2021-08-17","cited_by_count":5,"area":null},{"id":"2108.09075","title":"Semi-supervised learning for joint SAR and multispectral land cover classification","created":"2021-08-20","cited_by_count":4,"area":null},{"id":"2302.01793","title":"Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification","created":"2023-02-03","cited_by_count":4,"area":null},{"id":"2103.02429","title":"Land Cover Mapping in Limited Labels Scenario: A Survey","created":"2021-03-03","cited_by_count":3,"area":null},{"id":"2306.15868","title":"GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation","created":"2023-06-28","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":"2311.01188","title":"Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction from LiDAR Data with Limited Annotations","created":"2023-11-02","cited_by_count":2,"area":null},{"id":"2211.05636","title":"Rare Wildlife Recognition with Self-Supervised Representation Learning","created":"2022-10-29","cited_by_count":1,"area":null},{"id":"2306.15836","title":"A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery","created":"2023-06-27","cited_by_count":1,"area":null},{"id":"2202.04239","title":"A multiscale spatiotemporal approach for smallholder irrigation detection","created":"2022-02-09","cited_by_count":0,"area":null},{"id":"2301.12541","title":"Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing","created":"2023-01-29","cited_by_count":0,"area":null},{"id":"2505.24340","title":"GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models","created":"2025-05-30","cited_by_count":0,"area":null},{"id":"2506.22939","title":"Utilizing a Novel Deep Learning Method for Scene Categorization in Remote Sensing Data","created":"2025-06-28","cited_by_count":0,"area":null}],"next_cursor":null}