| Model-Agnostic, Temperature-Informed Sampling Enhances Cross-Year Crop Mapping with Deep Learning | Jun 15, 2025 | Crop Type MappingTime Series | —Unverified | 0 |
| A Review of the Long Horizon Forecasting Problem in Time Series Analysis | Jun 15, 2025 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| Cross-Domain Conditional Diffusion Models for Time Series Imputation | Jun 14, 2025 | DenoisingDomain Adaptation | CodeCode Available | 0 |
| Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation | Jun 13, 2025 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Prioritizing Alignment Paradigms over Task-Specific Model Customization in Time-Series LLMs | Jun 13, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Can Time-Series Foundation Models Perform Building Energy Management Tasks? | Jun 12, 2025 | energy managementManagement | —Unverified | 0 |
| Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs | Jun 12, 2025 | PhilosophyPrompt Engineering | CodeCode Available | 2 |
| Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series | Jun 12, 2025 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Enhancing Bagging Ensemble Regression with Data Integration for Time Series-Based Diabetes Prediction | Jun 11, 2025 | Data IntegrationDiabetes Prediction | —Unverified | 0 |
| LLM-Powered CPI Prediction Inference with Online Text Time Series | Jun 11, 2025 | Prediction IntervalsTime Series | CodeCode Available | 0 |
