| A Joint Learning Framework with Feature Reconstruction and Prediction for Incomplete Satellite Image Time Series in Agricultural Semantic Segmentation | May 25, 2025 | Crop ClassificationData Augmentation | CodeCode Available | 0 |
| VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis | May 24, 2025 | Financial AnalysisStock Price Prediction | —Unverified | 0 |
| Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting | May 24, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting | May 23, 2025 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models | May 23, 2025 | DiversityTime Series | CodeCode Available | 5 |
| A tensor network approach for chaotic time series prediction | May 23, 2025 | Computational EfficiencyTensor Networks | CodeCode Available | 0 |
| TransDF: Time-Series Forecasting Needs Transformed Label Alignment | May 23, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| LASSO-ODE: A framework for mechanistic model identifiability and selection in disease transmission modeling | May 22, 2025 | Model Selectionparameter estimation | CodeCode Available | 0 |
| Learning collective multi-cellular dynamics from temporal scRNA-seq via a transformer-enhanced Neural SDE | May 22, 2025 | BenchmarkingTime Series | CodeCode Available | 0 |
| On the use of Graphs for Satellite Image Time Series | May 22, 2025 | Time Series | CodeCode Available | 0 |