| Crop Rotation Modeling for Deep Learning-Based Parcel Classification from Satellite Time Series | Oct 15, 2021 | ClassificationCrop Classification | CodeCode Available | 1 | 5 |
| Crop mapping from image time series: deep learning with multi-scale label hierarchies | Feb 17, 2021 | Crop ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer | May 20, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables | May 29, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 1 | 5 |
| Learning Gaussian Mixture Representations for Tensor Time Series Forecasting | Jun 1, 2023 | Representation LearningTime Series | CodeCode Available | 1 | 5 |
| ANT: Adaptive Noise Schedule for Time Series Diffusion Models | Oct 18, 2024 | Time Series | CodeCode Available | 1 | 5 |
| FedMood: Federated Learning on Mobile Health Data for Mood Detection | Feb 6, 2021 | BIG-bench Machine LearningDepression Detection | CodeCode Available | 1 | 5 |
| Learning Linear Dynamical Systems via Spectral Filtering | Nov 2, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 1 | 5 |
| FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting | Dec 2, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 | 5 |
| Federated Foundation Models on Heterogeneous Time Series | Dec 12, 2024 | Anomaly DetectionFederated Learning | CodeCode Available | 1 | 5 |
