| DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis | Jan 10, 2024 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| Information Flow Rate for Cross-Correlated Stochastic Processes | Jan 10, 2024 | Causal InferenceGaussian Processes | —Unverified | 0 |
| Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series KMeans Clustering and Multi-Criteria Decision Making | Jan 9, 2024 | Decision MakingTime Series | —Unverified | 0 |
| IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records | Jan 9, 2024 | Missing ValuesTime Series | CodeCode Available | 0 |
| Hypercomplex neural network in time series forecasting of stock data | Jan 9, 2024 | Hyperparameter OptimizationTime Series | —Unverified | 0 |
| Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations | Jan 8, 2024 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| Estimating an Executive Summary of a Time Series: The Tendency | Jan 8, 2024 | Time Series | —Unverified | 0 |
| Robust Estimation in Network Vector Autoregression with Nonstationary Regressors | Jan 8, 2024 | Time SeriesUnity | —Unverified | 0 |
| Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks | Jan 8, 2024 | Time Series | —Unverified | 0 |
| Saving for sunny days: The impact of climate (change) on consumer prices in the euro area | Jan 8, 2024 | Time Series | —Unverified | 0 |
| Predicting the structure of dynamic graphs | Jan 8, 2024 | Incremental LearningLink Prediction | —Unverified | 0 |
| Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data | Jan 8, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Comparing Data-Driven and Mechanistic Models for Predicting Phenology in Deciduous Broadleaf Forests | Jan 8, 2024 | Time Series | —Unverified | 0 |
| Universal Time-Series Representation Learning: A Survey | Jan 8, 2024 | Feature EngineeringRepresentation Learning | CodeCode Available | 3 |
| Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series | Jan 8, 2024 | CPUFew-Shot Learning | CodeCode Available | 4 |
| A Primer on Temporal Graph Learning | Jan 8, 2024 | Graph LearningTime Series | —Unverified | 0 |
| Anatomy of Neural Language Models | Jan 8, 2024 | AnatomyLanguage Modeling | CodeCode Available | 0 |
| Weakly Augmented Variational Autoencoder in Time Series Anomaly Detection | Jan 7, 2024 | Anomaly DetectionSelf-Supervised Learning | —Unverified | 0 |
| TRLS: A Time Series Representation Learning Framework via Spectrogram for Medical Signal Processing | Jan 6, 2024 | Representation LearningTime Series | —Unverified | 0 |
| Counterfactuals in factor models | Jan 6, 2024 | Time Series | —Unverified | 0 |
| Neuronal Temporal Filters as Normal Mode Extractors | Jan 6, 2024 | Time Series | —Unverified | 0 |
| End-to-End Anti-Backdoor Learning on Images and Time Series | Jan 6, 2024 | image-classificationImage Classification | —Unverified | 0 |
| SeqNAS: Neural Architecture Search for Event Sequence Classification | Jan 6, 2024 | Bayesian OptimizationClassification | CodeCode Available | 0 |
| Attention and Autoencoder Hybrid Model for Unsupervised Online Anomaly Detection | Jan 6, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Evolution of urban areas and land surface temperature | Jan 5, 2024 | Time Series | —Unverified | 0 |
