| Structure-preserving contrastive learning for spatial time series | Feb 10, 2025 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Powerformer: A Transformer with Weighted Causal Attention for Time-series Forecasting | Feb 10, 2025 | Inductive BiasTime Series | CodeCode Available | 0 |
| Investigating Compositional Reasoning in Time Series Foundation Models | Feb 9, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models | Feb 9, 2025 | Large Language ModelRAG | —Unverified | 0 |
| Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection | Feb 8, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 |
| Flow-based Conformal Prediction for Multi-dimensional Time Series | Feb 8, 2025 | Conformal PredictionPrediction | —Unverified | 0 |
| Time Series Analysis of Rankings: A GARCH-Type Approach | Feb 7, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements | Feb 7, 2025 | counterfactualTime Series | —Unverified | 0 |
| A Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction | Feb 7, 2025 | Time Series | —Unverified | 0 |
| Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2 | Feb 7, 2025 | Time Series | —Unverified | 0 |
