| LSEAttention is All You Need for Time Series Forecasting | Oct 31, 2024 | AllMultivariate Time Series Forecasting | —Unverified | 0 |
| EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection | Oct 30, 2024 | Continual LearningHallucination | —Unverified | 0 |
| Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems | Oct 30, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| Generative forecasting of brain activity enhances Alzheimer's classification and interpretation | Oct 30, 2024 | Data AugmentationDeep Learning | —Unverified | 0 |
| Gradient-free training of recurrent neural networks | Oct 30, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting | Oct 30, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Partial Channel Dependence with Channel Masks for Time Series Foundation Models | Oct 30, 2024 | Anomaly DetectionImputation | CodeCode Available | 0 |
| MIXAD: Memory-Induced Explainable Time Series Anomaly Detection | Oct 30, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Higher-order Cross-structural Embedding Model for Time Series Analysis | Oct 30, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| FlexTSF: A Universal Forecasting Model for Time Series with Variable Regularities | Oct 30, 2024 | Irregular Time SeriesMissing Values | CodeCode Available | 1 |
