| TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis | Dec 17, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting | Dec 17, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| EDformer: Embedded Decomposition Transformer for Interpretable Multivariate Time Series Predictions | Dec 16, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting | Dec 16, 2024 | QuantizationTime Series | —Unverified | 0 |
| Are Large Language Models Useful for Time Series Data Analysis? | Dec 16, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Multimodal LLM for Intelligent Transportation Systems | Dec 16, 2024 | Decision MakingMotion Planning | —Unverified | 0 |
| Deep-learning-based identification of individual motion characteristics from upper-limb trajectories towards disorder stage evaluation | Dec 16, 2024 | DiagnosticTime Series | —Unverified | 0 |
| ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data | Dec 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Individual Bus Trip Chain Prediction and Pattern Identification Considering Similarities | Dec 16, 2024 | PredictionTime Series | CodeCode Available | 0 |
| TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction | Dec 16, 2024 | Earth ObservationFire Detection | CodeCode Available | 1 |
