| VUS: Effective and Efficient Accuracy Measures for Time-Series Anomaly Detection | Feb 18, 2025 | Anomaly DetectionInformation Retrieval | CodeCode Available | 2 |
| Harnessing Vision Models for Time Series Analysis: A Survey | Feb 13, 2025 | SurveyTime Series | CodeCode Available | 2 |
| TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting | Feb 10, 2025 | Representation LearningTime Series | CodeCode Available | 2 |
| Closing the Gap Between Synthetic and Ground Truth Time Series Distributions via Neural Mapping | Jan 29, 2025 | Time SeriesTime Series Classification | CodeCode Available | 2 |
| TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting | Jan 22, 2025 | ClusteringTime Series | CodeCode Available | 2 |
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | Dec 23, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
| WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting | Dec 22, 2024 | Financial AnalysisLoad Forecasting | CodeCode Available | 2 |
| ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data | Dec 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Financial Fine-tuning a Large Time Series Model | Dec 13, 2024 | Image GenerationPrediction | CodeCode Available | 2 |
| Auto-Regressive Moving Diffusion Models for Time Series Forecasting | Dec 12, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
