| VITRO: Vocabulary Inversion for Time-series Representation Optimization | Dec 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving the Noise Estimation of Latent Neural Stochastic Differential Equations | Dec 23, 2024 | Noise EstimationTime Series | —Unverified | 0 |
| Quantum Time-Series Learning with Evolutionary Algorithms | Dec 23, 2024 | Evolutionary AlgorithmsTime Series | CodeCode Available | 0 |
| EasyTime: Time Series Forecasting Made Easy | Dec 23, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning | Dec 23, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition | Dec 23, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
| On the Feasibility of Vision-Language Models for Time-Series Classification | Dec 23, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 |
| WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting | Dec 22, 2024 | Financial AnalysisLoad Forecasting | CodeCode Available | 2 |
| Data-Driven Economic Agent-Based Models | Dec 21, 2024 | Time Series | —Unverified | 0 |
| Breaking the Context Bottleneck on Long Time Series Forecasting | Dec 21, 2024 | Decision MakingTime Series | CodeCode Available | 0 |