| AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks | Jan 10, 2025 | Age EstimationMulti-Task Learning | —Unverified | 0 |
| Synergizing Large Language Models and Task-specific Models for Time Series Anomaly Detection | Jan 10, 2025 | Anomaly DetectionLanguage Modeling | —Unverified | 0 |
| TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts | Jan 9, 2025 | Data AugmentationTime Series | —Unverified | 0 |
| BRATI: Bidirectional Recurrent Attention for Time-Series Imputation | Jan 9, 2025 | ImputationMissing Values | —Unverified | 0 |
| Targeted Adversarial Denoising Autoencoders (TADA) for Neural Time Series Filtration | Jan 9, 2025 | DenoisingEEG | —Unverified | 0 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation | Jan 9, 2025 | Test-time AdaptationTime Series | CodeCode Available | 1 |
| DCIts -- Deep Convolutional Interpreter for time series | Jan 8, 2025 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| SFADNet: Spatio-temporal Fused Graph based on Attention Decoupling Network for Traffic Prediction | Jan 7, 2025 | ManagementPrediction | CodeCode Available | 0 |
| Context-Alignment: Activating and Enhancing LLM Capabilities in Time Series | Jan 7, 2025 | Time Series | —Unverified | 0 |
| Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy | Jan 7, 2025 | counterfactualFeature Importance | —Unverified | 0 |
