| Hardware-Friendly Delayed-Feedback Reservoir for Multivariate Time-Series Classification | Apr 16, 2025 | Edge-computingTime Series | —Unverified | 0 |
| Using Time Structure to Estimate Causal Effects | Apr 15, 2025 | Time Series | CodeCode Available | 0 |
| C-SHAP for time series: An approach to high-level temporal explanations | Apr 15, 2025 | Time Series | —Unverified | 0 |
| TADACap: Time-series Adaptive Domain-Aware Captioning | Apr 15, 2025 | Image CaptioningRetrieval | —Unverified | 0 |
| Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization | Apr 15, 2025 | Time Series | —Unverified | 0 |
| Diagnostic Uncertainty Limits the Potential of Early Warning Signals to Identify Epidemic Emergence | Apr 15, 2025 | DiagnosticTime Series | —Unverified | 0 |
| Meta-learning For Few-Shot Time Series Crop Type Classification: A Benchmark On The EuroCropsML Dataset | Apr 15, 2025 | Meta-LearningTime Series | CodeCode Available | 0 |
| Measuring amount of computation done by C.elegans using whole brain neural activity | Apr 14, 2025 | Time Series | —Unverified | 0 |
| AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification | Apr 14, 2025 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Can Competition Enhance the Proficiency of Agents Powered by Large Language Models in the Realm of News-driven Time Series Forecasting? | Apr 14, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Forecasting from Clinical Textual Time Series: Adaptations of the Encoder and Decoder Language Model Families | Apr 14, 2025 | DecoderLanguage Modeling | —Unverified | 0 |
| Adapting to the Unknown: Robust Meta-Learning for Zero-Shot Financial Time Series Forecasting | Apr 13, 2025 | Meta-LearningTime Series | —Unverified | 0 |
| InfoMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals | Apr 13, 2025 | cross-modal alignmentSelf-Supervised Learning | —Unverified | 0 |
| Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System | Apr 12, 2025 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression under Indirect Supervision | Apr 12, 2025 | Predictionregression | —Unverified | 0 |
| Machine Learning-Based Cyberattack Detection and Identification for Automatic Generation Control Systems Considering Nonlinearities | Apr 12, 2025 | Time Series | —Unverified | 0 |
| Reconstructing Sepsis Trajectories from Clinical Case Reports using LLMs: the Textual Time Series Corpus for Sepsis | 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 |
| ms-Mamba: Multi-scale Mamba for Time-Series Forecasting | Apr 10, 2025 | MambaTime Series | —Unverified | 0 |
| Semantically Encoding Activity Labels for Context-Aware Human Activity Recognition | Apr 10, 2025 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 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 |
| Market-Based Portfolio Variance | Apr 10, 2025 | Time Series | —Unverified | 0 |
| AMAD: AutoMasked Attention for Unsupervised Multivariate Time Series Anomaly Detection | Apr 9, 2025 | Anomaly DetectionContrastive Learning | —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 |
| Polyspectral Mean based Time Series Clustering of Indian Stock Market | Apr 9, 2025 | ClusteringTime Series | —Unverified | 0 |