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| Leveraging Time-Series Foundation Model for Subsurface Well Logs Prediction and Anomaly Detection | Dec 7, 2024 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| KEDformer:Knowledge Extraction Seasonal Trend Decomposition for Long-term Sequence Prediction | Dec 6, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization | Dec 6, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learning | Dec 6, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation | Dec 5, 2024 | Semantic SegmentationTime Series | CodeCode Available | 2 |
| Mixed Delay/Nondelay Embeddings Based Neuromorphic Computing with Patterned Nanomagnet Arrays | Dec 5, 2024 | Time Series | —Unverified | 0 |
| An Efficient Model Maintenance Approach for MLOps | Dec 5, 2024 | modelTime Series | —Unverified | 0 |
| WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models | Dec 5, 2024 | Feature ImportanceTime Series | CodeCode Available | 1 |
