| Context is Key: A Benchmark for Forecasting with Essential Textual Information | Oct 24, 2024 | Decision MakingTime Series | CodeCode Available | 2 |
| Retrieval-Augmented Diffusion Models for Time Series Forecasting | Oct 24, 2024 | DenoisingRetrieval | CodeCode Available | 2 |
| TripCast: Pre-training of Masked 2D Transformers for Trip Time Series Forecasting | Oct 24, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Fast and interpretable electricity consumption scenario generation for individual consumers | Oct 23, 2024 | Time Series | —Unverified | 0 |
| Predicting Company Growth by Econophysics informed Machine Learning | Oct 23, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Self-Supervised Learning for Time Series: A Review & Critique of FITS | Oct 23, 2024 | regressionSelf-Supervised Learning | CodeCode Available | 0 |
| Zeitenwenden: Detecting changes in the German political discourse | Oct 23, 2024 | Time Series | CodeCode Available | 0 |
| Time and Frequency Synergy for Source-Free Time-Series Domain Adaptations | Oct 23, 2024 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Leveraging Deep Learning for Time Series Extrinsic Regression in predicting photometric metallicity of Fundamental-mode RR Lyrae Stars | Oct 23, 2024 | AstronomyDeep Learning | CodeCode Available | 0 |
| LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forecasting | Oct 22, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
