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| Towards Accurate Ego-lane Identification with Early Time Series Classification | May 27, 2024 | Autonomous DrivingTime Series | —Unverified | 0 |
| Time Elastic Neural Networks | May 27, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Kernel-based Optimally Weighted Conformal Prediction Intervals | May 27, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| The Scaling Law in Stellar Light Curves | May 27, 2024 | Time Series | —Unverified | 0 |
| Are Self-Attentions Effective for Time Series Forecasting? | May 27, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| Unveiling the Secrets: How Masking Strategies Shape Time Series Imputation | May 26, 2024 | ImputationTime Series | CodeCode Available | 0 |
| Dominant Shuffle: A Simple Yet Powerful Data Augmentation for Time-series Prediction | May 26, 2024 | Data AugmentationTime Series | —Unverified | 0 |
| Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning | May 26, 2024 | ImputationMissing Values | —Unverified | 0 |
| MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting | May 26, 2024 | MambaState Space Models | CodeCode Available | 2 |
