| Boosting MLPs with a Coarsening Strategy for Long-Term Time Series Forecasting | May 6, 2024 | Computational EfficiencyTime Series | CodeCode Available | 0 |
| Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting | May 6, 2024 | AstronomyIrregular Time Series | CodeCode Available | 0 |
| ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic Transformers | May 6, 2024 | Edge-computingTime Series | CodeCode Available | 0 |
| Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series | May 6, 2024 | DiagnosticTime Series | CodeCode Available | 1 |
| Time Series Stock Price Forecasting Based on Genetic Algorithm (GA)-Long Short-Term Memory Network (LSTM) Optimization | May 6, 2024 | DescriptiveStock Price Prediction | —Unverified | 0 |
| Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction | May 6, 2024 | DenoisingEvent Extraction | —Unverified | 0 |
| Analysis of the Identifying Regulation with Adversarial Surrogates Algorithm | May 5, 2024 | Time Series | CodeCode Available | 0 |
| Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? | May 4, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| From Generalization Analysis to Optimization Designs for State Space Models | May 4, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model | May 3, 2024 | Decision MakingFew-Shot Learning | CodeCode Available | 2 |
