| Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series | Jul 20, 2023 | Self-Supervised LearningTime Series | —Unverified | 0 |
| Graphs in State-Space Models for Granger Causality in Climate Science | Jul 20, 2023 | EconometricsState Space Models | —Unverified | 0 |
| Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services | Jul 20, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Meta-Transformer: A Unified Framework for Multimodal Learning | Jul 20, 2023 | Time Series | CodeCode Available | 3 |
| Forecasting Early with Meta Learning | Jul 19, 2023 | Meta-LearningMulti-Task Learning | CodeCode Available | 0 |
| Europepolls: A Dataset of Country-Level Opinion Polling Data for the European Union and the UK | Jul 19, 2023 | ArticlesTime Series | —Unverified | 0 |
| TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations | Jul 19, 2023 | counterfactualFeature Engineering | CodeCode Available | 1 |
| Sig-Splines: universal approximation and convex calibration of time series generative models | Jul 19, 2023 | Time Series | —Unverified | 0 |
| Asymptotic equivalence of Principal Components and Quasi Maximum Likelihood estimators in Large Approximate Factor Models | Jul 19, 2023 | regressionTime Series | —Unverified | 0 |
| Reclaiming the Horizon: Novel Visualization Designs for Time-Series Data with Large Value Ranges | Jul 18, 2023 | Time Series | —Unverified | 0 |
| Forecasting steam mass flow in power plants using the parallel hybrid network | Jul 18, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Multimodal LLMs for health grounded in individual-specific data | Jul 18, 2023 | Language ModellingLarge Language Model | —Unverified | 0 |
| The Beginning of the Trend: Interest Rates, Profits, and Markups | Jul 18, 2023 | SensitivityTime Series | —Unverified | 0 |
| U-shaped Transformer: Retain High Frequency Context in Time Series Analysis | Jul 18, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection | Jul 17, 2023 | Anomaly DetectionGraph Learning | CodeCode Available | 1 |
| Overlapping Batch Confidence Intervals on Statistical Functionals Constructed from Time Series: Application to Quantiles, Optimization, and Estimation | Jul 17, 2023 | parameter estimationTime Series | —Unverified | 0 |
| GBT: Two-stage transformer framework for non-stationary time series forecasting | Jul 17, 2023 | Decoderregression | CodeCode Available | 1 |
| Revisiting the Robustness of the Minimum Error Entropy Criterion: A Transfer Learning Case Study | Jul 17, 2023 | Time SeriesTransfer Learning | CodeCode Available | 0 |
| Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision] | Jul 17, 2023 | Decision MakingManagement | —Unverified | 0 |
| Learning Subjective Time-Series Data via Utopia Label Distribution Approximation | Jul 15, 2023 | Age EstimationDepth Estimation | —Unverified | 0 |
| Custom DNN using Reward Modulated Inverted STDP Learning for Temporal Pattern Recognition | Jul 15, 2023 | Anomaly DetectionKeyword Spotting | —Unverified | 0 |
| Visual Explanations with Attributions and Counterfactuals on Time Series Classification | Jul 14, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Combining multitemporal optical and SAR data for LAI imputation with BiLSTM network | Jul 14, 2023 | ImputationTime Series | —Unverified | 0 |
| Benchmarks and Custom Package for Energy Forecasting | Jul 14, 2023 | Feature EngineeringLoad Forecasting | CodeCode Available | 1 |
| Benchmarking Explanatory Models for Inertia Forecasting using Public Data of the Nordic Area | Jul 14, 2023 | BenchmarkingTime Series | —Unverified | 0 |
