| CAFO: Feature-Centric Explanation on Time Series Classification | Jun 3, 2024 | ClassificationFeature Importance | CodeCode Available | 1 |
| An Unsupervised Approach for Periodic Source Detection in Time Series | Jun 1, 2024 | Self-Supervised LearningTime Series | CodeCode Available | 1 |
| Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching | May 31, 2024 | Time Series | CodeCode Available | 1 |
| Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations | May 30, 2024 | Anomaly DetectionRepresentation Learning | 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 |
| Hierarchical Classification Auxiliary Network for Time Series Forecasting | May 29, 2024 | ClassificationTime Series | CodeCode Available | 1 |
| Time Series Representation Models | May 28, 2024 | ImputationRepresentation Learning | CodeCode Available | 1 |
| USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series | May 25, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Scaling Law for Time Series Forecasting | May 24, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models | May 24, 2024 | counterfactualTime Series | CodeCode Available | 1 |
