| Oscillations enhance time-series prediction in reservoir computing with feedback | Jun 5, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation | Jun 4, 2024 | Domain AdaptationImputation | —Unverified | 0 |
| An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series | Jun 4, 2024 | HumanitarianTime Series | CodeCode Available | 1 |
| A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting | Jun 4, 2024 | DecoderKolmogorov-Arnold Networks | CodeCode Available | 2 |
| A Survey of Transformer Enabled Time Series Synthesis | Jun 4, 2024 | State Space ModelsSurvey | —Unverified | 0 |
| CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting | Jun 4, 2024 | Dataset CondensationTime Series | CodeCode Available | 1 |
| Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability | Jun 4, 2024 | Kolmogorov-Arnold NetworksSymbolic Regression | —Unverified | 0 |
| Dynamic Structural Causal Models | Jun 3, 2024 | Causal DiscoveryTime Series | —Unverified | 0 |
| TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment | Jun 3, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
| CAFO: Feature-Centric Explanation on Time Series Classification | Jun 3, 2024 | ClassificationFeature Importance | CodeCode Available | 1 |
| Estimation of tail risk measures in finance: Approaches to extreme value mixture modeling | Jun 1, 2024 | Density EstimationTime Series | —Unverified | 0 |
| An Unsupervised Approach for Periodic Source Detection in Time Series | Jun 1, 2024 | Self-Supervised LearningTime Series | CodeCode Available | 1 |
| A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers | Jun 1, 2024 | Gaussian ProcessesMixture-of-Experts | CodeCode Available | 0 |
| Topo4D: Topology-Preserving Gaussian Splatting for High-Fidelity 4D Head Capture | Jun 1, 2024 | 8kFace Reconstruction | —Unverified | 0 |
| Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning | May 31, 2024 | Federated LearningNavigate | CodeCode Available | 0 |
| Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction | May 31, 2024 | Data AugmentationDecision Making | —Unverified | 0 |
| Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching | May 31, 2024 | Time Series | CodeCode Available | 1 |
| Stochastic Optimal Control for Diffusion Bridges in Function Spaces | May 31, 2024 | Image-to-Image TranslationTime Series | CodeCode Available | 0 |
| Advancing Financial Risk Prediction Through Optimized LSTM Model Performance and Comparative Analysis | May 31, 2024 | PredictionTime Series | —Unverified | 0 |
| Performance Examination of Symbolic Aggregate Approximation in IoT Applications | May 30, 2024 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| MGCP: A Multi-Grained Correlation based Prediction Network for Multivariate Time Series | May 30, 2024 | PredictionTime Series | —Unverified | 0 |
| FTS: A Framework to Find a Faithful TimeSieve | May 30, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Dynamic feature selection in medical predictive monitoring by reinforcement learning | May 30, 2024 | feature selectionPrediction | —Unverified | 0 |
| Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data | May 30, 2024 | Self-Supervised LearningTime Series | CodeCode Available | 0 |
| Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection | May 30, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
