| M^2AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding | Apr 21, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning | Apr 20, 2025 | Continual LearningIncremental Learning | —Unverified | 0 |
| Pets: General Pattern Assisted Architecture For Time Series Analysis | Apr 19, 2025 | Anomaly DetectionImputation | —Unverified | 0 |
| DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection | Apr 19, 2025 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |
| MMformer with Adaptive Transferable Attention: Advancing Multivariate Time Series Forecasting for Environmental Applications | Apr 18, 2025 | Meta-LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| Transformer Encoder and Multi-features Time2Vec for Financial Prediction | Apr 18, 2025 | feature selectionStock Prediction | —Unverified | 0 |
| Classification-Based Analysis of Price Pattern Differences Between Cryptocurrencies and Stocks | Apr 17, 2025 | Time Series | —Unverified | 0 |
| TimeCapsule: Solving the Jigsaw Puzzle of Long-Term Time Series Forecasting with Compressed Predictive Representations | Apr 17, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| ALT: A Python Package for Lightweight Feature Representation in Time Series Classification | Apr 17, 2025 | BenchmarkingTime Series | —Unverified | 0 |
| ADAT: Time-Series-Aware Adaptive Transformer Architecture for Sign Language Translation | Apr 16, 2025 | DecoderMachine Translation | —Unverified | 0 |
| Hardware-Friendly Delayed-Feedback Reservoir for Multivariate Time-Series Classification | Apr 16, 2025 | Edge-computingTime Series | —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 |
| 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 |
| Using Time Structure to Estimate Causal Effects | Apr 15, 2025 | Time Series | CodeCode Available | 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 |
| AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification | Apr 14, 2025 | Contrastive LearningFew-Shot Learning | —Unverified | 0 |
| Forecasting from Clinical Textual Time Series: Adaptations of the Encoder and Decoder Language Model Families | Apr 14, 2025 | DecoderLanguage Modeling | —Unverified | 0 |
| Measuring amount of computation done by C.elegans using whole brain neural activity | Apr 14, 2025 | Time Series | —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 |
| Rethinking Remaining Useful Life Prediction with Scarce Time Series Data: Regression under Indirect Supervision | Apr 12, 2025 | Predictionregression | —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 |
