| GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing | Jul 27, 2023 | Contrastive LearningEarth Observation | —Unverified | 0 |
| Ben-ge: Extending BigEarthNet with Geographical and Environmental Data | Jul 4, 2023 | Earth ObservationLand Cover Classification | CodeCode Available | 1 |
| A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery | Jun 27, 2023 | Earth ObservationInductive Bias | —Unverified | 0 |
| The Canadian Cropland Dataset: A New Land Cover Dataset for Multitemporal Deep Learning Classification in Agriculture | May 31, 2023 | Land Cover Classification | CodeCode Available | 1 |
| Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark | May 18, 2023 | Land Cover ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Confidence-Guided Semi-supervised Learning in Land Cover Classification | May 17, 2023 | ClassificationDiversity | —Unverified | 0 |
| Mapping Cropland Abandonment in Mountainous Areas in China Using the Google Earth Engine Platform | Feb 20, 2023 | Change DetectionLand Cover Classification | —Unverified | 0 |
| Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification | Feb 3, 2023 | Land Cover ClassificationRepresentation Learning | —Unverified | 0 |
| Recursive classification of satellite imaging time-series: An application to land cover mapping | Jan 4, 2023 | ClassificationDecision Making | CodeCode Available | 0 |
| Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy | Jan 4, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification | Nov 15, 2022 | Earth ObservationLand Cover Classification | CodeCode Available | 1 |
| CTGAN : Cloud Transformer Generative Adversarial Network | Oct 18, 2022 | Generative Adversarial NetworkLand Cover Classification | CodeCode Available | 1 |
| Habitat classification from satellite observations with sparse annotations | Sep 26, 2022 | ClassificationLand Cover Classification | —Unverified | 0 |
| Multi-frequency PolSAR Image Fusion Classification Based on Semantic Interactive Information and Topological Structure | Sep 5, 2022 | Classificationimage-classification | —Unverified | 0 |
| Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery | Sep 1, 2022 | Domain AdaptationLand Cover Classification | CodeCode Available | 1 |
| MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing Imagery | Jul 28, 2022 | Land Cover ClassificationSemantic Segmentation | —Unverified | 0 |
| SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery | Jul 17, 2022 | Land Cover ClassificationSemantic Segmentation | CodeCode Available | 2 |
| Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain | Jul 8, 2022 | Land Cover Classificationobject-detection | CodeCode Available | 1 |
| Effectivity of super resolution convolutional neural network for the enhancement of land cover classification from medium resolution satellite images | Jul 5, 2022 | Land Cover ClassificationManagement | —Unverified | 0 |
| AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover Classification | May 11, 2022 | DecoderLand Cover Classification | CodeCode Available | 0 |
| Classification and mapping of low-statured 'shrubland' cover types in post-agricultural landscapes of the US Northeast | May 9, 2022 | Land Cover Classification | —Unverified | 0 |
| On the semantics of big Earth observation data for land classification | Apr 23, 2022 | ClassificationEarth Observation | —Unverified | 0 |
| Multimodal Fusion Transformer for Remote Sensing Image Classification | Mar 31, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification | Mar 11, 2022 | Earth ObservationLand Cover Classification | CodeCode Available | 2 |
| Incremental Inference on Higher-Order Probabilistic Graphical Models Applied to Constraint Satisfaction Problems | Feb 25, 2022 | Land Cover Classification | —Unverified | 0 |