| Time Gated Convolutional Neural Networks for Crop Classification | Jun 20, 2022 | ClassificationCrop Classification | —Unverified | 0 |
| Bagged Polynomial Regression and Neural Networks | May 17, 2022 | Crop Classificationregression | —Unverified | 0 |
| Activation Regression for Continuous Domain Generalization with Applications to Crop Classification | Apr 14, 2022 | Crop ClassificationDomain Adaptation | CodeCode Available | 0 |
| A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning | Apr 2, 2022 | Crop ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Tampered VAE for Improved Satellite Image Time Series Classification | Mar 30, 2022 | ClassificationCrop Classification | —Unverified | 0 |
| Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding | Mar 17, 2022 | Crop ClassificationTime Series | CodeCode Available | 1 |
| TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation | Nov 4, 2021 | Crop ClassificationDomain Adaptation | CodeCode Available | 1 |
| Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach | Oct 19, 2021 | Crop ClassificationCrop Type Mapping | —Unverified | 0 |
| Crop Rotation Modeling for Deep Learning-Based Parcel Classification from Satellite Time Series | Oct 15, 2021 | ClassificationCrop Classification | CodeCode Available | 1 |
| Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery | Apr 1, 2021 | Crop ClassificationDomain Adaptation | —Unverified | 0 |
| Spatio-temporal Crop Classification On Volumetric Data | Mar 18, 2021 | ClassificationCrop Classification | —Unverified | 0 |
| Crop mapping from image time series: deep learning with multi-scale label hierarchies | Feb 17, 2021 | Crop ClassificationGeneral Classification | CodeCode Available | 1 |
| Certified robustness against physically-realizable patch attack via randomized cropping | Jan 1, 2021 | ClassificationCrop Classification | —Unverified | 0 |
| Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations | Dec 4, 2020 | Crop ClassificationEarth Observation | CodeCode Available | 1 |
| Crop and weed classification based on AutoML | Oct 28, 2020 | AutoMLClassification | —Unverified | 0 |
| Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN) | Apr 27, 2020 | Crop ClassificationFeature Engineering | —Unverified | 0 |
| Bayesian aggregation improves traditional single image crop classification approaches | Apr 7, 2020 | ClassificationCrop Classification | —Unverified | 0 |
| Logistic regression models for aggregated data | Dec 9, 2019 | Crop ClassificationGeneral Classification | —Unverified | 0 |
| Evaluation of Three Deep Learning Models for Early Crop Classification Using Sentinel-1A Imagery Time Series—A Case Study in Zhanjiang, China | Nov 15, 2019 | ClassificationCrop Classification | —Unverified | 0 |
| Spatio-temporal crop classification of low-resolution satellite imagery with capsule layers and distributed attention | Apr 23, 2019 | ClassificationCrop Classification | CodeCode Available | 0 |
| End-to-End Learned Early Classification of Time Series for In-Season Crop Type Mapping | Jan 30, 2019 | ClassificationCrop Classification | CodeCode Available | 0 |
| Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series | Jan 29, 2019 | ClassificationCrop Classification | —Unverified | 0 |
| Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides | Nov 20, 2018 | Crop ClassificationDiagnostic | CodeCode Available | 0 |
