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| Mining Limited Data Sufficiently: A BERT-inspired Approach for CSI Time Series Application in Wireless Communication and Sensing | Dec 9, 2024 | Action ClassificationDeep Learning | —Unverified | 0 |
| Variable Selection for Comparing High-dimensional Time-Series Data | Dec 9, 2024 | Time SeriesVariable Selection | —Unverified | 0 |
| PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems | Dec 9, 2024 | BenchmarkingPrediction | CodeCode Available | 1 |
| LMS-AutoTSF: Learnable Multi-Scale Decomposition and Integrated Autocorrelation for Time Series Forecasting | Dec 9, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Spiking Neural Networks for Radio Frequency Interference Detection in Radio Astronomy | Dec 9, 2024 | AstronomyTime Series | —Unverified | 0 |
| Exploring the Impact of Synthetic Data on Human Gesture Recognition Tasks Using GANs | Dec 9, 2024 | Activity RecognitionGesture Recognition | —Unverified | 0 |
| Measuring Pre-training Data Quality without Labels for Time Series Foundation Models | Dec 9, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond | Dec 8, 2024 | AttributeTime Series | —Unverified | 0 |
| STEAM-EEG: Spatiotemporal EEG Analysis with Markov Transfer Fields and Attentive CNNs | Dec 7, 2024 | Decision MakingEEG | —Unverified | 0 |
