| Segmentation algorithms and modeling of recurrent bursting events in neuronal and glial time series | Nov 1, 2024 | Time Series | —Unverified | 0 |
| AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties | Oct 31, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| RAM: Replace Attention with MLP for Efficient Multivariate Time Series Forecasting | Oct 31, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Case ID detection based on time series data -- the mining use case | Oct 31, 2024 | Time Series | —Unverified | 0 |
| LSEAttention is All You Need for Time Series Forecasting | Oct 31, 2024 | AllMultivariate Time Series Forecasting | —Unverified | 0 |
| In-Context Fine-Tuning for Time-Series Foundation Models | Oct 31, 2024 | Time Series | —Unverified | 0 |
| Higher-order Cross-structural Embedding Model for Time Series Analysis | Oct 30, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Sequential Order-Robust Mamba for Time Series Forecasting | Oct 30, 2024 | MambaTime Series | CodeCode Available | 0 |
| Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems | Oct 30, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Partial Channel Dependence with Channel Masks for Time Series Foundation Models | Oct 30, 2024 | Anomaly DetectionImputation | CodeCode Available | 0 |