| CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting | Dec 11, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting | Dec 10, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Fast Classification of Large Time Series Datasets | Dec 10, 2023 | ClassificationTime Series | —Unverified | 0 |
| VAE-IF: Deep feature extraction with averaging for fully unsupervised artifact detection in routinely acquired ICU time-series | Dec 10, 2023 | Artifact DetectionTime Series | —Unverified | 0 |
| Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise | Dec 10, 2023 | Causal InferenceTime Series | CodeCode Available | 0 |
| Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer | Dec 10, 2023 | DecoderTime Series | CodeCode Available | 1 |
| SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation | Dec 10, 2023 | Data AugmentationTime Series | CodeCode Available | 1 |
| Using deep neural networks to improve the precision of fast-sampled particle timing detectors | Dec 10, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Supervised Contrastive Learning for Modeling Patient Risk Progression | Dec 10, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Signatures Meet Dynamic Programming: Generalizing Bellman Equations for Trajectory Following | Dec 9, 2023 | Model Predictive ControlTime Series | —Unverified | 0 |
