| MOMENT: A Family of Open Time-series Foundation Models | Feb 6, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| Position: What Can Large Language Models Tell Us about Time Series Analysis | Feb 5, 2024 | Decision MakingPosition | CodeCode Available | 2 |
| Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective | Feb 5, 2024 | Anomaly DetectionTime Series | CodeCode Available | 2 |
| Minusformer: Improving Time Series Forecasting by Progressively Learning Residuals | Feb 4, 2024 | Ensemble LearningTime Series | CodeCode Available | 2 |
| Change Point Detection with Copula Entropy based Two-Sample Test | Feb 3, 2024 | Change Point DetectionTime Series | CodeCode Available | 2 |
| Self-Supervised Contrastive Learning for Long-term Forecasting | Feb 3, 2024 | Contrastive LearningTime Series | CodeCode Available | 2 |
| Efficient and Effective Time-Series Forecasting with Spiking Neural Networks | Feb 2, 2024 | Model SelectionTime Series | CodeCode Available | 2 |
| Fin-GAN: forecasting and classifying financial time series via generative adversarial networks | Jan 31, 2024 | Generative Adversarial NetworkProbabilistic Time Series Forecasting | CodeCode Available | 2 |
| Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators | Jan 31, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
| RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks | Jan 17, 2024 | Computational EfficiencyTime Series | CodeCode Available | 2 |
