| Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey | Feb 6, 2023 | Activity RecognitionClassification | CodeCode Available | 1 |
| Learning Interpretable Low-dimensional Representation via Physical Symmetry | Feb 5, 2023 | counterfactualTime Series | CodeCode Available | 0 |
| Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark | Feb 4, 2023 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| Detecting Security Patches via Behavioral Data in Code Repositories | Feb 4, 2023 | Time Series | CodeCode Available | 0 |
| Cross-Frequency Time Series Meta-Forecasting | Feb 4, 2023 | Meta-LearningTime Series | —Unverified | 0 |
| Multivariate Time Series Anomaly Detection via Dynamic Graph Forecasting | Feb 4, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Survey on Deep Learning based Time Series Analysis with Frequency Transformation | Feb 4, 2023 | Deep LearningTime Series | CodeCode Available | 2 |
| Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization | Feb 3, 2023 | Causal DiscoveryTime Series | —Unverified | 0 |
| MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting | Feb 2, 2023 | Time Series | —Unverified | 0 |
| Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting | Feb 2, 2023 | DecoderMultivariate Time Series Forecasting | CodeCode Available | 2 |
