| Zero Shot Time Series Forecasting Using Kolmogorov Arnold Networks | Dec 19, 2024 | Domain AdaptationKolmogorov-Arnold Networks | —Unverified | 0 |
| A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment | Dec 19, 2024 | Bayesian OptimizationDemand Forecasting | —Unverified | 0 |
| Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture | Dec 18, 2024 | DecoderGraph Neural Network | CodeCode Available | 0 |
| QuLTSF: Long-Term Time Series Forecasting with Quantum Machine Learning | Dec 18, 2024 | Quantum Machine LearningTime Series | CodeCode Available | 0 |
| PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting | Dec 18, 2024 | Computational EfficiencyTime Series | —Unverified | 0 |
| Multivariate Rough Volatility | Dec 18, 2024 | Time Series | —Unverified | 0 |
| Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification | Dec 17, 2024 | DecoderTime Series | —Unverified | 0 |
| Comparative Analysis of Zero-Shot Capability of Time-Series Foundation Models in Short-Term Load Prediction | Dec 17, 2024 | Time Series | —Unverified | 0 |
| Synthetic Time Series Data Generation for Healthcare Applications: A PCG Case Study | Dec 17, 2024 | Data AugmentationDiagnostic | —Unverified | 0 |
| GG-SSMs: Graph-Generating State Space Models | Dec 17, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
