| TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series | May 19, 2023 | DiversitySynthetic Data Generation | CodeCode Available | 2 |
| A Survey on Time-Series Pre-Trained Models | May 18, 2023 | SurveyTime Series | CodeCode Available | 2 |
| Model scale versus domain knowledge in statistical forecasting of chaotic systems | Mar 13, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| One Fits All:Power General Time Series Analysis by Pretrained LM | Feb 23, 2023 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 2 |
| JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models | Feb 17, 2023 | DiagnosticTime Series | CodeCode Available | 2 |
| MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing | Feb 9, 2023 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
| A Survey on Deep Learning based Time Series Analysis with Frequency Transformation | Feb 4, 2023 | Deep LearningTime Series | CodeCode Available | 2 |
| Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting | Feb 2, 2023 | DecoderMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data | Jan 25, 2023 | Causal DiscoveryCausal Inference | CodeCode Available | 2 |
| Synthcity: facilitating innovative use cases of synthetic data in different data modalities | Jan 18, 2023 | FairnessIrregular Time Series | CodeCode Available | 2 |
