| Early Detection of Forest Calamities in Homogeneous Stands -- Deep Learning Applied to Bark-Beetle Outbreaks | Mar 17, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Augmented Invertible Koopman Autoencoder for long-term time series forecasting | Mar 17, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Dynamical Mode Recognition of Turbulent Flames in a Swirl-stabilized Annular Combustor by a Time-series Learning Approach | Mar 17, 2025 | Dimensionality ReductionTime Series | —Unverified | 0 |
| KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection | Mar 16, 2025 | Anomaly DetectionModel Selection | CodeCode Available | 0 |
| ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables | Mar 15, 2025 | Large Language ModelTime Series | —Unverified | 0 |
| Lithium-ion Battery Capacity Prediction via Conditional Recurrent Generative Adversarial Network-based Time-Series Regeneration | Mar 15, 2025 | Generative Adversarial NetworkPrediction | —Unverified | 0 |
| Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection | Mar 14, 2025 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| MobiVital: Self-supervised Time-series Quality Estimation for Contactless Respiration Monitoring Using UWB Radar | Mar 14, 2025 | Time Series | CodeCode Available | 0 |
| Hierarchical Information-Guided Spatio-Temporal Mamba for Stock Time Series Forecasting | Mar 14, 2025 | Decision MakingMamba | —Unverified | 0 |
| Optimal Transport and Adaptive Thresholding for Universal Domain Adaptation on Time Series | Mar 14, 2025 | Domain AdaptationTime Series | CodeCode Available | 0 |
