| Stock Trend Prediction: A Semantic Segmentation Approach | Mar 9, 2023 | PredictionSemantic Segmentation | —Unverified | 0 |
| Multi-task Meta Label Correction for Time Series Prediction | Mar 9, 2023 | Contrastive LearningData Visualization | CodeCode Available | 0 |
| Depression Diagnosis and Drug Response Prediction via Recurrent Neural Networks and Transformers Utilizing EEG Signals | Mar 9, 2023 | Drug Response PredictionEEG | —Unverified | 0 |
| Efficient Certified Training and Robustness Verification of Neural ODEs | Mar 9, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| On the Soundness of XAI in Prognostics and Health Management (PHM) | Mar 9, 2023 | Explainable Artificial Intelligence (XAI)Management | CodeCode Available | 0 |
| Distributional Vector Autoregression: Eliciting Macro and Financial Dependence | Mar 9, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Self-contained Beta-with-Spikes Approximation for Inference Under a Wright-Fisher Model | Mar 8, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test | Mar 8, 2023 | BenchmarkingTime Series | CodeCode Available | 0 |
| On the Benefits of Biophysical Synapses | Mar 8, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Mining the contribution of intensive care clinical course to outcome after traumatic brain injury | Mar 8, 2023 | Data IntegrationMissing Values | CodeCode Available | 0 |
| Vector Quantized Time Series Generation with a Bidirectional Prior Model | Mar 8, 2023 | Image GenerationQuantization | CodeCode Available | 1 |
| Robust Multimodal Fusion for Human Activity Recognition | Mar 8, 2023 | Activity RecognitionDenoising | —Unverified | 0 |
| A Kalman Filter Framework for Resolving 3D Displacement Field Time Series By Combining Multitrack Multitemporal InSAR and GNSS Horizontal Velocities | Mar 7, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Root Cause Identification for Collective Anomalies in Time Series given an Acyclic Summary Causal Graph with Loops | Mar 7, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| TinyAD: Memory-efficient anomaly detection for time series data in Industrial IoT | Mar 7, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Robust Dominant Periodicity Detection for Time Series with Missing Data | Mar 6, 2023 | Missing ValuesTime Series | —Unverified | 0 |
| Time series anomaly detection with reconstruction-based state-space models | Mar 6, 2023 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract) | Mar 6, 2023 | Causal DiscoveryTime Series | —Unverified | 0 |
| Synthetic ECG Signal Generation using Probabilistic Diffusion Models | Mar 4, 2023 | DenoisingTime Series | CodeCode Available | 1 |
| Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders | Mar 4, 2023 | Causal InferenceIrregular Time Series | —Unverified | 0 |
| Data Augmentation for Generating Synthetic Electrogastrogram Time Series | Mar 4, 2023 | Data AugmentationDiversity | CodeCode Available | 0 |
| Feature Selection with Annealing for Forecasting Financial Time Series | Mar 3, 2023 | feature selectionregression | —Unverified | 0 |
| Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space | Mar 3, 2023 | Self-Supervised LearningSensitivity | CodeCode Available | 0 |
| Lag selection and estimation of stable parameters for multiple autoregressive processes through convex programming | Mar 3, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reservoir computing based on solitary-like waves dynamics of film flows: a proof of concept | Mar 3, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |