| EarthPT: a time series foundation model for Earth Observation | Sep 13, 2023 | Earth ObservationTime Series | CodeCode Available | 1 |
| Deep Attentive Time Warping | Sep 13, 2023 | Dynamic Time WarpingMetric Learning | CodeCode Available | 1 |
| Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data | Sep 11, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Graph-Aware Contrasting for Multivariate Time-Series Classification | Sep 11, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 |
| TSGBench: Time Series Generation Benchmark | Sep 7, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| MA-VAE: Multi-head Attention-based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-series Applied to Automotive Endurance Powertrain Testing | Sep 5, 2023 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network | Aug 31, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decomposition | Aug 28, 2023 | Computational EfficiencyGaussian Processes | CodeCode Available | 1 |
| TFDNet: Time-Frequency Enhanced Decomposed Network for Long-term Time Series Forecasting | Aug 25, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment | Aug 24, 2023 | Domain AdaptationDynamic Time Warping | CodeCode Available | 1 |
