| Temporal Query Network for Efficient Multivariate Time Series Forecasting | May 19, 2025 | Correlated Time Series ForecastingMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Enhancing Channel-Independent Time Series Forecasting via Cross-Variate Patch Embedding | May 19, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Time series saliency maps: explaining models across multiple domains | May 19, 2025 | Explainable Artificial Intelligence (XAI)Interpretability Techniques for Deep Learning | CodeCode Available | 1 |
| TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents | May 19, 2025 | AI AgentBenchmarking | CodeCode Available | 1 |
| TSPulse: Dual Space Tiny Pre-Trained Models for Rapid Time-Series Analysis | May 19, 2025 | Anomaly DetectionDisentanglement | —Unverified | 0 |
| Enhancing LLMs for Time Series Forecasting via Structure-Guided Cross-Modal Alignment | May 19, 2025 | cross-modal alignmentTime Series | —Unverified | 0 |
| True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics | May 19, 2025 | Mixture-of-ExpertsTime Series | —Unverified | 0 |
| Level Generation with Quantum Reservoir Computing | May 19, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Alternators With Noise Models | May 18, 2025 | Density EstimationImputation | —Unverified | 0 |
| Multi-Order Wavelet Derivative Transform for Deep Time Series Forecasting | May 17, 2025 | Computational EfficiencyRepresentation Learning | —Unverified | 0 |
