| An Accurate Smartphone Battery Parameter Calibration Using Unscented Kalman Filter | Oct 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Generative Optimization Networks for Memory Efficient Data Generation | Oct 6, 2021 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy | Oct 6, 2021 | Anomaly DetectionTime Series | CodeCode Available | 2 |
| Overcoming limited battery data challenges: A coupled neural network approach | Oct 5, 2021 | Data AugmentationTime Series | —Unverified | 0 |
| Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network | Oct 5, 2021 | Generative Adversarial NetworkManagement | —Unverified | 0 |
| Bayesian autoregressive spectral estimation | Oct 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Interpreting intermediate convolutional layers in unsupervised acoustic word classification | Oct 5, 2021 | Classificationregression | —Unverified | 0 |
| Attention Augmented Convolutional Transformer for Tabular Time-series | Oct 5, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning | Oct 5, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Truth-Conditional Captioning of Time Series Data | Oct 5, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization | Oct 4, 2021 | Hyperparameter Optimizationimage-classification | —Unverified | 0 |
| Cross-Modal Virtual Sensing for Combustion Instability Monitoring | Oct 4, 2021 | DecoderTime Series | —Unverified | 0 |
| State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting | Oct 1, 2021 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Classification of Time-Series Data Using Boosted Decision Trees | Oct 1, 2021 | Autonomous DrivingClassification | CodeCode Available | 0 |
| Empirical Quantitative Analysis of COVID-19 Forecasting Models | Oct 1, 2021 | Model SelectionTime Series | —Unverified | 0 |
| Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation | Oct 1, 2021 | FormMeta-Learning | CodeCode Available | 0 |
| SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series | Oct 1, 2021 | Representation LearningTime Series | CodeCode Available | 1 |
| Two ways towards combining Sequential Neural Network and Statistical Methods to Improve the Prediction of Time Series | Sep 30, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Uncertainty, volatility and the persistence norms of financial time series | Sep 30, 2021 | regressionTime Series | —Unverified | 0 |
| PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series | Sep 30, 2021 | Ensemble LearningTime Series | —Unverified | 0 |
| Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods | Sep 30, 2021 | feature selectionTime Series | CodeCode Available | 0 |
| CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning | Sep 30, 2021 | Activity RecognitionContrastive Learning | CodeCode Available | 1 |
| LIFE: Learning Individual Features for Multivariate Time Series Prediction with Missing Values | Sep 30, 2021 | Missing ValuesPrediction | —Unverified | 0 |
| Multi Scale Graph Wavenet for Wind Speed Forecasting | Sep 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Optimally Weighted Echo State Neural Network for Highly Chaotic Time Series Modelling | Sep 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |