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| 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 |
| Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction | May 31, 2024 | Data AugmentationDecision Making | —Unverified | 0 |
