| Forecasting Irregularly Sampled Time Series using Graphs | May 22, 2023 | AstronomyMissing Values | CodeCode Available | 1 |
| Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting | May 22, 2023 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors | May 22, 2023 | regressionTime Series | —Unverified | 0 |
| Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial Sensors | May 22, 2023 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series | May 22, 2023 | Cloud RemovalDecoder | CodeCode Available | 1 |
| Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare | May 22, 2023 | SchedulingTime Series | —Unverified | 0 |
| PCF-GAN: generating sequential data via the characteristic function of measures on the path space | May 21, 2023 | Time SeriesTime Series Generation | CodeCode Available | 1 |
| Predicting Stock Market Time-Series Data using CNN-LSTM Neural Network Model | May 21, 2023 | Time Series | CodeCode Available | 1 |
| The Federal Reserve's Response to the Global Financial Crisis and Its Long-Term Impact: An Interrupted Time-Series Natural Experimental Analysis | May 21, 2023 | Time Series | —Unverified | 0 |
| CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting | May 20, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Study on Intelligent Forecasting of Credit Bond Default Risk | May 20, 2023 | Time Series | —Unverified | 0 |
| Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks? | May 20, 2023 | DecoderTime Series | CodeCode Available | 0 |
| Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models | May 19, 2023 | Additive modelsTime Series | CodeCode Available | 0 |
| Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data | May 19, 2023 | Crop ClassificationData Augmentation | —Unverified | 0 |
| Unsupervised Change Point Detection for heterogeneous sensor signals | May 19, 2023 | Change Point DetectionTime Series | —Unverified | 0 |
| TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series | May 19, 2023 | DiversitySynthetic Data Generation | CodeCode Available | 2 |
| MedLens: Improve Mortality Prediction Via Medical Signs Selecting and Regression | May 19, 2023 | Mortality Predictionregression | CodeCode Available | 0 |
| Support for Stock Trend Prediction Using Transformers and Sentiment Analysis | May 18, 2023 | Sentiment AnalysisStock Prediction | —Unverified | 0 |
| Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models | May 18, 2023 | regressionTime Series | —Unverified | 0 |
| Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping | May 18, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees | May 18, 2023 | Conformal PredictionTime Series | —Unverified | 0 |
| A Survey on Time-Series Pre-Trained Models | May 18, 2023 | SurveyTime Series | CodeCode Available | 2 |
| Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis | May 18, 2023 | Connectivity EstimationDenoising | —Unverified | 0 |
| Time Series Clustering With Random Convolutional Kernels | May 17, 2023 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| On Consistency of Signature Using Lasso | May 17, 2023 | feature selectionregression | —Unverified | 0 |
