| RSMamba: Remote Sensing Image Classification with State Space Model | Mar 28, 2024 | Classificationimage-classification | CodeCode Available | 3 |
| Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification | Jul 14, 2022 | ClassificationEarth Observation | CodeCode Available | 2 |
| Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification | Jan 20, 2025 | Federated Learningimage-classification | CodeCode Available | 1 |
| Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding | Apr 14, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification | Nov 8, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| The color out of space: learning self-supervised representations for Earth Observation imagery | Jun 22, 2020 | ColorizationDisease Prediction | CodeCode Available | 1 |
| FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery | Apr 3, 2024 | Objectobject-detection | CodeCode Available | 1 |
| Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study | Oct 6, 2021 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Multimodal Fusion Transformer for Remote Sensing Image Classification | Mar 31, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification | May 30, 2022 | ClassificationRemote Sensing Image Classification | CodeCode Available | 1 |
| Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network | Mar 20, 2020 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions | Jun 30, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| DKDFN: Domain Knowledge-Guided deep collaborative fusion network for multimodal unitemporal remote sensing land cover classification | Feb 13, 2022 | Decoderimage-classification | CodeCode Available | 1 |
| Universal Domain Adaptation for Remote Sensing Image Scene Classification | Jan 26, 2023 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| Lake Ice Monitoring with Webcams and Crowd-Sourced Images | Feb 18, 2020 | Change detection for remote sensing imagesImage Segmentation | CodeCode Available | 1 |
| A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classification | Feb 14, 2025 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 1 |
| Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification | Jan 14, 2021 | ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning | Mar 13, 2023 | Image ClassificationRemote Sensing Image Classification | CodeCode Available | 1 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 |
| MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification | Aug 26, 2024 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| Remote Sensing Image Classification with the SEN12MS Dataset | Apr 1, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification | Aug 4, 2022 | Graph Neural Networkimage-classification | CodeCode Available | 1 |
| A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification | Nov 5, 2022 | image-classificationImage Classification | —Unverified | 0 |
| A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification | May 22, 2024 | Data Augmentationimage-classification | —Unverified | 0 |
| A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification | Sep 29, 2020 | General Classificationimage-classification | —Unverified | 0 |
