| Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data | May 30, 2024 | Self-Supervised LearningTime Series | CodeCode Available | 0 |
| Hierarchical Classification Auxiliary Network for Time Series Forecasting | May 29, 2024 | ClassificationTime Series | CodeCode Available | 1 |
| FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding | May 29, 2024 | Change DetectionSegmentation | CodeCode Available | 1 |
| Time-Series Foundation Models for Forecasting Soil Moisture Levels in Smart Agriculture | May 29, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series | May 29, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Counterfactual Explanations for Multivariate Time-Series without Training Datasets | May 28, 2024 | counterfactualTime Series | —Unverified | 0 |
| Low-Resource Crop Classification from Multi-Spectral Time Series Using Lossless Compressors | May 28, 2024 | Crop ClassificationDeep Learning | CodeCode Available | 0 |
| Efficient Time Series Processing for Transformers and State-Space Models through Token Merging | May 28, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| Time Series Representation Models | May 28, 2024 | ImputationRepresentation Learning | CodeCode Available | 1 |
| ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks | May 28, 2024 | Multivariate Time Series ForecastingNode Regression | —Unverified | 0 |
