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| A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning | May 30, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| Client: Cross-variable Linear Integrated Enhanced Transformer for Multivariate Long-Term Time Series Forecasting | May 30, 2023 | DecoderTime Series | CodeCode Available | 1 |
| Impulse Response Analysis of Structural Nonlinear Time Series Models | May 30, 2023 | Time Series | —Unverified | 0 |
| Taylorformer: Probabilistic Modelling for Random Processes including Time Series | May 30, 2023 | Gaussian ProcessesMeta-Learning | CodeCode Available | 0 |
| Learning Perturbations to Explain Time Series Predictions | May 30, 2023 | Time Series | CodeCode Available | 1 |
| Testing for the Markov Property in Time Series via Deep Conditional Generative Learning | May 30, 2023 | Time Series | CodeCode Available | 0 |
| Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting | May 30, 2023 | ClusteringTime Series | CodeCode Available | 1 |
| PyPOTS: A Python Toolbox for Data Mining on Partially-Observed Time Series | May 30, 2023 | Anomaly DetectionClassification | CodeCode Available | 2 |
| Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders | May 29, 2023 | DecoderImputation | —Unverified | 0 |
