| Multi-Scale Finetuning for Encoder-based Time Series Foundation Models | Jun 17, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Identifiability by common backdoor in summary causal graphs of time series | Jun 17, 2025 | Time Series | —Unverified | 0 |
| Enhancing Forecasting Accuracy in Dynamic Environments via PELT-Driven Drift Detection and Model Adaptation | Jun 17, 2025 | Drift DetectionFeature Engineering | —Unverified | 0 |
| SpaceTrack-TimeSeries: Time Series Dataset towards Satellite Orbit Analysis | Jun 16, 2025 | Time Series | —Unverified | 0 |
| Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring | Jun 16, 2025 | BenchmarkingFew-Shot Learning | —Unverified | 0 |
| OPTIMUS: Observing Persistent Transformations in Multi-temporal Unlabeled Satellite-data | Jun 16, 2025 | Change Point DetectionSelf-Supervised Learning | —Unverified | 0 |
| A Review of the Long Horizon Forecasting Problem in Time Series Analysis | Jun 15, 2025 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| Model-Agnostic, Temperature-Informed Sampling Enhances Cross-Year Crop Mapping with Deep Learning | Jun 15, 2025 | Crop Type MappingTime Series | —Unverified | 0 |
| Cross-Domain Conditional Diffusion Models for Time Series Imputation | Jun 14, 2025 | DenoisingDomain Adaptation | CodeCode Available | 0 |
| Prioritizing Alignment Paradigms over Task-Specific Model Customization in Time-Series LLMs | Jun 13, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 |
