| Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System | Apr 12, 2025 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Machine Learning-Based Cyberattack Detection and Identification for Automatic Generation Control Systems Considering Nonlinearities | Apr 12, 2025 | Time Series | —Unverified | 0 |
| Combining Forecasts using Meta-Learning: A Comparative Study for Complex Seasonality | Apr 11, 2025 | Meta-LearningTime Series | —Unverified | 0 |
| PatchTrAD: A Patch-Based Transformer focusing on Patch-Wise Reconstruction Error for Time Series Anomaly Detection | Apr 10, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| ms-Mamba: Multi-scale Mamba for Time-Series Forecasting | Apr 10, 2025 | MambaTime Series | —Unverified | 0 |
| ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method | Apr 10, 2025 | Time SeriesWeather Forecasting | CodeCode Available | 1 |
| Semantically Encoding Activity Labels for Context-Aware Human Activity Recognition | Apr 10, 2025 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| Diffusion Transformers for Tabular Data Time Series Generation | Apr 10, 2025 | Tabular Data GenerationTime Series | CodeCode Available | 1 |
| Market-Based Portfolio Variance | Apr 10, 2025 | Time Series | —Unverified | 0 |
| Enhancing Time Series Forecasting via Multi-Level Text Alignment with LLMs | Apr 10, 2025 | Multimodal Large Language ModelTime Series | CodeCode Available | 1 |
| Probabilistic QoS Metric Forecasting in Delay-Tolerant Networks Using Conditional Diffusion Models on Latent Dynamics | Apr 9, 2025 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | —Unverified | 0 |
| TSP-OCS: A Time-Series Prediction for Optimal Camera Selection in Multi-Viewpoint Surgical Video Analysis | Apr 9, 2025 | PredictionTime Series | —Unverified | 0 |
| AMAD: AutoMasked Attention for Unsupervised Multivariate Time Series Anomaly Detection | Apr 9, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Polyspectral Mean based Time Series Clustering of Indian Stock Market | Apr 9, 2025 | ClusteringTime Series | —Unverified | 0 |
| Bounds in Wasserstein Distance for Locally Stationary Functional Time Series | Apr 8, 2025 | Time Series | —Unverified | 0 |
| Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification | Apr 8, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 0 |
| Interval-Valued Time Series Classification Using D_K-Distance | Apr 7, 2025 | ClassificationEconometrics | —Unverified | 0 |
| Towards Efficient Real-Time Video Motion Transfer via Generative Time Series Modeling | Apr 7, 2025 | Anomaly DetectionOptical Flow Estimation | —Unverified | 0 |
| Aggregating time-series and image data: functors and double functors | Apr 7, 2025 | Time Series | —Unverified | 0 |
| Debiasing Continuous-time Nonlinear Autoregressions | Apr 7, 2025 | regressionTime Series | —Unverified | 0 |
| iADCPS: Time Series Anomaly Detection for Evolving Cyber-physical Systems via Incremental Meta-learning | Apr 6, 2025 | Anomaly DetectionMeta-Learning | —Unverified | 0 |
| CATS: Mitigating Correlation Shift for Multivariate Time Series Classification | Apr 5, 2025 | Domain AdaptationGraph Attention | —Unverified | 0 |
| Foundation Models for Time Series: A Survey | Apr 5, 2025 | Anomaly DetectionSurvey | —Unverified | 0 |
| Loss Functions in Deep Learning: A Comprehensive Review | Apr 5, 2025 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Experimental Study on Time Series Analysis of Lower Limb Rehabilitation Exercise Data Driven by Novel Model Architecture and Large Models | Apr 4, 2025 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
