| IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark | May 25, 2024 | Model SelectionTime Series | CodeCode Available | 0 |
| USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series | May 25, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Acquiring Better Load Estimates by Combining Anomaly and Change Point Detection in Power Grid Time-series Measurements | May 25, 2024 | Anomaly DetectionChange Point Detection | CodeCode Available | 0 |
| Spiking Neural Network Phase Encoding for Cognitive Computing | May 25, 2024 | Time Series | —Unverified | 0 |
| Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting | May 25, 2024 | MambaState Space Models | —Unverified | 0 |
| Evaluating deep learning methods applied to Landsat time series subsequences to detect and classify boreal forest disturbances events: The challenge of partial and progressive disturbances | May 25, 2024 | Deep LearningTime Series | CodeCode Available | 0 |
| UnitNorm: Rethinking Normalization for Transformers in Time Series | May 24, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Planted: a dataset for planted forest identification from multi-satellite time series | May 24, 2024 | Data AugmentationTime Series | —Unverified | 0 |
| Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification | May 24, 2024 | EEGElectrocardiography (ECG) | CodeCode Available | 2 |
| Pattern-Based Time-Series Risk Scoring for Anomaly Detection and Alert Filtering -- A Predictive Maintenance Case Study | May 24, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
