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| VISTA: Unsupervised 2D Temporal Dependency Representations for Time Series Anomaly Detection | Apr 3, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and Baselines | Apr 2, 2025 | EEGTime Series | CodeCode Available | 0 |
| Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates | Apr 2, 2025 | Data AugmentationDeep Learning | —Unverified | 0 |
| Efficient Model Selection for Time Series Forecasting via LLMs | Apr 2, 2025 | Meta-LearningModel Selection | —Unverified | 0 |
| Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements | Apr 2, 2025 | MambaTime Series | —Unverified | 0 |
| FastFlow: Early Yet Robust Network Flow Classification using the Minimal Number of Time-Series Packets | Apr 2, 2025 | ClassificationTime Series | —Unverified | 0 |
| A Prefixed Patch Time Series Transformer for Two-Point Boundary Value Problems in Three-Body Problems | Apr 2, 2025 | Time Series | —Unverified | 0 |
| Inference of hidden common driver dynamics by anisotropic self-organizing neural networks | Apr 2, 2025 | Time Series | —Unverified | 0 |
| CLaP -- State Detection from Time Series | Apr 2, 2025 | Time SeriesTime Series Classification | CodeCode Available | 0 |
