| Representation Learning of Daily Movement Data Using Text Encoders | May 7, 2024 | ClusteringLanguage Modeling | CodeCode Available | 0 |
| VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting | May 7, 2024 | Probabilistic Time Series Forecastingscoring rule | —Unverified | 0 |
| Unicorn: U-Net for Sea Ice Forecasting with Convolutional Neural Ordinary Differential Equations | May 7, 2024 | Time Series | CodeCode Available | 0 |
| TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning | May 6, 2024 | Multiple Instance LearningTime Series | CodeCode Available | 2 |
| A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series | May 6, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Boosting MLPs with a Coarsening Strategy for Long-Term Time Series Forecasting | May 6, 2024 | Computational EfficiencyTime Series | CodeCode Available | 0 |
| Denoising of Geodetic Time Series Using Spatiotemporal Graph Neural Networks: Application to Slow Slip Event Extraction | May 6, 2024 | DenoisingEvent Extraction | —Unverified | 0 |
| ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic Transformers | May 6, 2024 | Edge-computingTime Series | CodeCode Available | 0 |
| 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 |
| Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series | May 6, 2024 | DiagnosticTime Series | CodeCode Available | 1 |
| Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting | May 6, 2024 | AstronomyIrregular Time Series | CodeCode Available | 0 |
| Analysis of the Identifying Regulation with Adversarial Surrogates Algorithm | May 5, 2024 | Time Series | CodeCode Available | 0 |
| From Generalization Analysis to Optimization Designs for State Space Models | May 4, 2024 | State Space ModelsTime Series | —Unverified | 0 |
| Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? | May 4, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| 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 |
| A Survey of Few-Shot Learning for Biomedical Time Series | May 3, 2024 | Few-Shot LearningTime Series | —Unverified | 0 |
| SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery | May 3, 2024 | DecoderEarth Observation | —Unverified | 0 |
| Forecasting Ferry Passenger Flow Using Long-Short Term Memory Neural Networks | May 3, 2024 | Time Series | —Unverified | 0 |
| Machine Learning in Short-Reach Optical Systems: A Comprehensive Survey | May 2, 2024 | Fault DetectionSurvey | —Unverified | 0 |
| QxEAI: Quantum-like evolutionary algorithm for automated probabilistic forecasting | May 2, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Modeling Activity-Driven Music Listening with PACE | May 2, 2024 | Recommendation SystemsTime Series | CodeCode Available | 0 |
| S4: Self-Supervised Sensing Across the Spectrum | May 2, 2024 | SegmentationTime Series | —Unverified | 0 |
| SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters | May 2, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 3 |
| Data Augmentation Policy Search for Long-Term Forecasting | May 1, 2024 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 |
| Predictive Decision Synthesis for Portfolios: Betting on Better Models | Apr 30, 2024 | Time Series | —Unverified | 0 |
