| The DeepCAR Method: Forecasting Time-Series Data That Have Change Points | Feb 22, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Information Theory Inspired Pattern Analysis for Time-series Data | Feb 22, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference | Feb 22, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Learning Mixture Structure on Multi-Source Time Series for Probabilistic Forecasting | Feb 22, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts | Feb 21, 2023 | Image GenerationTime Series | —Unverified | 0 |
| FedST: Secure Federated Shapelet Transformation for Time Series Classification | Feb 21, 2023 | ClassificationFederated Learning | —Unverified | 0 |
| Enhancing Energy System Models Using Better Load Forecasts | Feb 21, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Measuring city-scale green infrastructure drawdown dynamics using internet-connected sensors in Detroit | Feb 21, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Task-Oriented Prediction and Communication Co-Design for Haptic Communications | Feb 21, 2023 | PredictionTime Series | —Unverified | 0 |
| Creating Disasters: Recession Forecasting with GAN-Generated Synthetic Time Series Data | Feb 21, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Infinite-Dimensional Diffusion Models | Feb 20, 2023 | Time Series | —Unverified | 0 |
| FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification | Feb 20, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 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 |
| Toward Asymptotic Optimality: Sequential Unsupervised Regression of Density Ratio for Early Classification | Feb 20, 2023 | ClassificationDensity Ratio Estimation | CodeCode Available | 0 |
| Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting | Feb 20, 2023 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Ergodic characterization of non-ergodic anomalous diffusion processes | Feb 19, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones | Feb 18, 2023 | Image GenerationSemantic Segmentation | —Unverified | 0 |
| 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 |
| Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models | Feb 16, 2023 | Additive modelsLoad Forecasting | —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 |
| Excess risk bound for deep learning under weak dependence | Feb 15, 2023 | Deep LearningTime Series | —Unverified | 0 |
| 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 |