| Using Autoencoders and AutoDiff to Reconstruct Missing Variables in a Set of Time Series | Aug 21, 2023 | Time Series | —Unverified | 0 |
| Real World Time Series Benchmark Datasets with Distribution Shifts: Global Crude Oil Price and Volatility | Aug 21, 2023 | Continual LearningTime Series | —Unverified | 0 |
| Large Transformers are Better EEG Learners | Aug 20, 2023 | Activity RecognitionEEG | CodeCode Available | 0 |
| Minimalist Traffic Prediction: Linear Layer Is All You Need | Aug 20, 2023 | AllPrediction | —Unverified | 0 |
| A Transformer-based Framework For Multi-variate Time Series: A Remaining Useful Life Prediction Use Case | Aug 19, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| ICU Mortality Prediction Using Long Short-Term Memory Networks | Aug 18, 2023 | ICU MortalityMortality Prediction | —Unverified | 0 |
| DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model | Aug 18, 2023 | DenoisingManagement | CodeCode Available | 1 |
| Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources | Aug 18, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Path Signatures for Seizure Forecasting | Aug 18, 2023 | EEGPrediction | —Unverified | 0 |
| CARLA: Self-supervised Contrastive Representation Learning for Time Series Anomaly Detection | Aug 18, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
