| CNTS: Cooperative Network for Time Series | Feb 20, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions | Feb 20, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification | Feb 20, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Ergodic characterization of non-ergodic anomalous diffusion processes | Feb 19, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| FrAug: Frequency Domain Augmentation for Time Series Forecasting | Feb 18, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones | Feb 18, 2023 | Image GenerationSemantic Segmentation | —Unverified | 0 |
| Forecasting with Deep Learning | Feb 17, 2023 | Deep LearningTime Series | CodeCode Available | 1 |
| DTAAD: Dual Tcn-Attention Networks for Anomaly Detection in Multivariate Time Series Data | Feb 17, 2023 | Anomaly DetectionDiagnostic | CodeCode Available | 1 |
| JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models | Feb 17, 2023 | DiagnosticTime Series | CodeCode Available | 2 |
| Graphical estimation of multivariate count time series | Feb 17, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quantile LSTM: A Robust LSTM for Anomaly Detection In Time Series Data | Feb 17, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Transformer-based Deep Learning Algorithm to Auto-record Undocumented Clinical One-Lung Ventilation Events | Feb 16, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Graph Neural Networks for Irregular Data | Feb 16, 2023 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| PAAPLoss: A Phonetic-Aligned Acoustic Parameter Loss for Speech Enhancement | Feb 16, 2023 | Speech EnhancementTime Series | CodeCode Available | 1 |
| A Neural PDE Solver with Temporal Stencil Modeling | Feb 16, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models | Feb 16, 2023 | Additive modelsLoad Forecasting | —Unverified | 0 |
| Excess risk bound for deep learning under weak dependence | Feb 15, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Improved Online Conformal Prediction via Strongly Adaptive Online Learning | Feb 15, 2023 | Conformal Predictionimage-classification | CodeCode Available | 1 |
| CUTS: Neural Causal Discovery from Irregular Time-Series Data | Feb 15, 2023 | Causal DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Online Detection of Changes in Moment-Based Projections: When to Retrain Deep Learners or Update Portfolios? | Feb 14, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Masked Multi-Step Probabilistic Forecasting for Short-to-Mid-Term Electricity Demand | Feb 14, 2023 | Demand ForecastingTime Series | —Unverified | 0 |
| Checking the Statistical Assumptions Underlying the Application of the Standard Deviation and RMS Error to Eye-Movement Time Series: A Comparison between Human and Artificial Eyes | Feb 13, 2023 | PositionTime Series | —Unverified | 0 |
| Enhancing Multivariate Time Series Classifiers through Self-Attention and Relative Positioning Infusion | Feb 13, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Continuous-time convolutions model of event sequences | Feb 13, 2023 | modelTime Series | CodeCode Available | 0 |
| One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data | Feb 13, 2023 | AllTime Series | CodeCode Available | 1 |
