| PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting | Sep 26, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection | Sep 26, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction | Sep 26, 2024 | MambaPrediction | CodeCode Available | 2 |
| ECG-Image-Database: A Dataset of ECG Images with Real-World Imaging and Scanning Artifacts; A Foundation for Computerized ECG Image Digitization and Analysis | Sep 25, 2024 | ECG DigitizationTime Series | CodeCode Available | 2 |
| KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting? | Aug 21, 2024 | Mixture-of-ExpertsTime Series | CodeCode Available | 2 |
| PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting | Aug 20, 2024 | Multivariate Time Series ForecastingTemporal Sequences | CodeCode Available | 2 |
| MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis | Aug 14, 2024 | Anomaly DetectionBoundary Detection | CodeCode Available | 2 |
| Interpretable Pre-Trained Transformers for Heart Time-Series Data | Jul 30, 2024 | DecoderElectrocardiography (ECG) | CodeCode Available | 2 |
| Contrastive Learning of Asset Embeddings from Financial Time Series | Jul 26, 2024 | Contrastive LearningManagement | CodeCode Available | 2 |
| xLSTMTime : Long-term Time Series Forecasting With xLSTM | Jul 14, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
