| Financial Fine-tuning a Large Time Series Model | Dec 13, 2024 | Image GenerationPrediction | CodeCode Available | 2 | 5 |
| Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting | May 28, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 2 | 5 |
| Panda: A pretrained forecast model for universal representation of chaotic dynamics | May 19, 2025 | Time Series | CodeCode Available | 2 | 5 |
| PaPaGei: Open Foundation Models for Optical Physiological Signals | Oct 27, 2024 | Contrastive LearningDomain Generalization | CodeCode Available | 2 | 5 |
| A Survey on Time-Series Pre-Trained Models | May 18, 2023 | SurveyTime Series | CodeCode Available | 2 | 5 |
| Patch-wise Structural Loss for Time Series Forecasting | Mar 2, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 2 | 5 |
| A Survey of Financial AI: Architectures, Advances and Open Challenges | Nov 1, 2024 | Decision MakingPortfolio Optimization | CodeCode Available | 2 | 5 |
| One Fits All:Power General Time Series Analysis by Pretrained LM | Feb 23, 2023 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 2 | 5 |
| Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting | Jun 18, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 2 | 5 |
| FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting | Jan 30, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 2 | 5 |
