| Cross-Domain Pre-training with Language Models for Transferable Time Series Representations | Mar 19, 2024 | Language ModellingTime Series | CodeCode Available | 2 |
| Advancing Time Series Classification with Multimodal Language Modeling | Mar 19, 2024 | ClassificationLanguage Modeling | CodeCode Available | 2 |
| Automated Contrastive Learning Strategy Search for Time Series | Mar 19, 2024 | AutoMLContrastive Learning | —Unverified | 0 |
| Decoding Multilingual Topic Dynamics and Trend Identification through ARIMA Time Series Analysis on Social Networks: A Novel Data Translation Framework Enhanced by LDA/HDP Models | Mar 18, 2024 | Machine TranslationTime Series | —Unverified | 0 |
| Approximation of RKHS Functionals by Neural Networks | Mar 18, 2024 | regressionTime Series | —Unverified | 0 |
| Light Curve Classification with DistClassiPy: a new distance-based classifier | Mar 18, 2024 | AstronomyClassification | CodeCode Available | 1 |
| Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation | Mar 18, 2024 | Graph Neural NetworkImputation | —Unverified | 0 |
| Time Series Compression using Quaternion Valued Neural Networks and Quaternion Backpropagation | Mar 18, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Analyzing the Variations in Emergency Department Boarding and Testing the Transferability of Forecasting Models across COVID-19 Pandemic Waves in Hong Kong: Hybrid CNN-LSTM approach to quantifying building-level socioecological risk | Mar 17, 2024 | Time SeriesTransfer Learning | —Unverified | 0 |
| Is Mamba Effective for Time Series Forecasting? | Mar 17, 2024 | Computational EfficiencyMamba | CodeCode Available | 3 |
