| Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification | Jun 18, 2025 | Land Cover ClassificationSegmentation | —Unverified | 0 |
| Beyond Pretty Pictures: Combined Single- and Multi-Image Super-resolution for Sentinel-2 Images | May 30, 2025 | Earth ObservationImage Super-Resolution | —Unverified | 0 |
| HyperPointFormer: Multimodal Fusion in 3D Space with Dual-Branch Cross-Attention Transformers | May 29, 2025 | Land Cover Classification | CodeCode Available | 0 |
| Supervised and self-supervised land-cover segmentation & classification of the Biesbosch wetlands | May 27, 2025 | Land Cover ClassificationSelf-Supervised Learning | —Unverified | 0 |
| Generalizable Multispectral Land Cover Classification via Frequency-Aware Mixture of Low-Rank Token Experts | May 20, 2025 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder | May 9, 2025 | Hyperspectral Image ClassificationImage Reconstruction | —Unverified | 0 |
| Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data Classification | May 6, 2025 | Land Cover Classification | CodeCode Available | 0 |
| Core-Set Selection for Data-efficient Land Cover Segmentation | May 2, 2025 | Earth ObservationImage Segmentation | CodeCode Available | 0 |
| PAD: Phase-Amplitude Decoupling Fusion for Multi-Modal Land Cover Classification | Apr 27, 2025 | Land Cover Classification | CodeCode Available | 0 |
| Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping | Apr 16, 2025 | Computational EfficiencyEarth Observation | CodeCode Available | 0 |
| SAR-to-RGB Translation with Latent Diffusion for Earth Observation | Apr 15, 2025 | Cloud RemovalEarth Observation | —Unverified | 0 |
| FlexiMo: A Flexible Remote Sensing Foundation Model | Mar 31, 2025 | Cloud DetectionEarth Observation | —Unverified | 0 |
| A Survey on Remote Sensing Foundation Models: From Vision to Multimodality | Mar 28, 2025 | Change DetectionLand Cover Classification | CodeCode Available | 2 |
| Uncertainty-aware Bayesian machine learning modelling of land cover classification | Mar 27, 2025 | ClassificationLand Cover Classification | —Unverified | 0 |
| CerraData-4MM: A multimodal benchmark dataset on Cerrado for land use and land cover classification | Jan 31, 2025 | Land Cover ClassificationSemantic Segmentation | CodeCode Available | 0 |
| ASANet: Asymmetric Semantic Aligning Network for RGB and SAR image land cover classification | Dec 3, 2024 | Land Cover Classification | CodeCode Available | 0 |
| Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing | Nov 9, 2024 | Change DetectionLand Cover Classification | —Unverified | 0 |
| Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation | Nov 5, 2024 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image Segmentation | Sep 3, 2024 | Change DetectionDecoder | CodeCode Available | 1 |
| DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs | Jul 31, 2024 | DecoderImage Segmentation | CodeCode Available | 0 |
| Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI | Jun 26, 2024 | BenchmarkingCrop Type Mapping | —Unverified | 0 |
| Improving EO Foundation Models with Confidence Assessment for enhanced Semantic segmentation | Jun 26, 2024 | ClassificationEarth Observation | CodeCode Available | 0 |
| Evaluation of Deep Learning Semantic Segmentation for Land Cover Mapping on Multispectral, Hyperspectral and High Spatial Aerial Imagery | Jun 20, 2024 | Land Cover ClassificationSegmentation | —Unverified | 0 |
| AGBD: A Global-scale Biomass Dataset | Jun 7, 2024 | Land Cover Classification | CodeCode Available | 1 |
| Global High Categorical Resolution Land Cover Mapping via Weak Supervision | Jun 2, 2024 | Domain AdaptationEarth Observation | —Unverified | 0 |
