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| RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition | Dec 7, 2021 | Deep LearningLand Cover Classification | —Unverified | 0 |
| RSVQA: Visual Question Answering for Remote Sensing Data | Mar 16, 2020 | Land Cover ClassificationObject Counting | —Unverified | 0 |
| S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images | Apr 1, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| SAR-to-RGB Translation with Latent Diffusion for Earth Observation | Apr 15, 2025 | Cloud RemovalEarth Observation | —Unverified | 0 |
| Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep Learning | Jul 22, 2019 | Earth ObservationGeneral Classification | —Unverified | 0 |
| Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification | Mar 5, 2020 | BIG-bench Machine LearningChange Detection | —Unverified | 0 |
| Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification | Feb 3, 2023 | Land Cover ClassificationRepresentation Learning | —Unverified | 0 |
| Semi-supervised learning for joint SAR and multispectral land cover classification | Aug 20, 2021 | Land Cover ClassificationSelf-Supervised Learning | —Unverified | 0 |
| Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks | Dec 5, 2020 | Image-to-Image TranslationLand Cover Classification | —Unverified | 0 |
| Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory | Jan 8, 2017 | Earth ObservationGeneral Classification | —Unverified | 0 |
| Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation | Jan 8, 2017 | Earth ObservationGeneral Classification | —Unverified | 0 |
| Submeter-level Land Cover Mapping of Japan | Nov 19, 2023 | Land Cover Classification | —Unverified | 0 |
| Supervised and self-supervised land-cover segmentation & classification of the Biesbosch wetlands | May 27, 2025 | Land Cover ClassificationSelf-Supervised Learning | —Unverified | 0 |
| SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image | Jan 10, 2024 | Change DetectionContrastive Learning | —Unverified | 0 |
| Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification | May 30, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model | Feb 11, 2021 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Uncertainty-aware Bayesian machine learning modelling of land cover classification | Mar 27, 2025 | ClassificationLand Cover Classification | —Unverified | 0 |
| Unsupervised Deep Feature Extraction for Remote Sensing Image Classification | Nov 25, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Urban Land Cover Classification with Missing Data Modalities Using Deep Convolutional Neural Networks | Sep 21, 2017 | Decision MakingGeneral Classification | —Unverified | 0 |
| Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery | Feb 19, 2019 | DecoderGeneral Classification | —Unverified | 0 |
| Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders | Feb 6, 2018 | ClassificationDecoder | —Unverified | 0 |
| On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications | Dec 23, 2023 | geo-localizationimage-classification | —Unverified | 0 |
| On the semantics of big Earth observation data for land classification | Apr 23, 2022 | ClassificationEarth Observation | —Unverified | 0 |
| PanBench: Towards High-Resolution and High-Performance Pansharpening | Nov 20, 2023 | Change DetectionLand Cover Classification | —Unverified | 0 |