| Sensorformer: Cross-patch attention with global-patch compression is effective for high-dimensional multivariate time series forecasting | Jan 6, 2025 | AttributeMultivariate Time Series Forecasting | CodeCode Available | 0 |
| A Stable Measure for Conditional Periodicity of Time Series using Persistent Homology | Jan 6, 2025 | Dimensionality ReductionDynamic Time Warping | —Unverified | 0 |
| Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences | Jan 6, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Learning DAGs and Root Causes from Time-Series Data | Jan 6, 2025 | Time Series | —Unverified | 0 |
| The Tabular Foundation Model TabPFN Outperforms Specialized Time Series Forecasting Models Based on Simple Features | Jan 6, 2025 | Feature EngineeringTime Series | CodeCode Available | 3 |
| Identifying the Hidden Nexus between Benford Law Establishment in Stock Market and Market Efficiency: An Empirical Investigation | Jan 5, 2025 | Time Series | —Unverified | 0 |
| Tighnari: Multi-modal Plant Species Prediction Based on Hierarchical Cross-Attention Using Graph-Based and Vision Backbone-Extracted Features | Jan 5, 2025 | Time Series | —Unverified | 0 |
| Re-examining Granger Causality from Causal Bayesian Networks Perspective | Jan 5, 2025 | Causal DiscoveryTime Series | —Unverified | 0 |
| Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection | Jan 3, 2025 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation | Jan 3, 2025 | Data AugmentationTime Series | CodeCode Available | 0 |
