| Discovering Leitmotifs in Multidimensional Time Series | Oct 16, 2024 | Time Series | CodeCode Available | 0 |
| Beyond Speech and More: Investigating the Emergent Ability of Speech Foundation Models for Classifying Physiological Time-Series Signals | Oct 16, 2024 | Audio ClassificationTime Series | —Unverified | 0 |
| ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction | Oct 16, 2024 | Missing ValuesTime Series | —Unverified | 0 |
| Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics | Oct 16, 2024 | Irregular Time SeriesTime Series | CodeCode Available | 0 |
| Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM | Oct 15, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations | Oct 15, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| FoundTS: Comprehensive and Unified Benchmarking of Foundation Models for Time Series Forecasting | Oct 15, 2024 | Benchmarkingenergy management | —Unverified | 0 |
| UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba | Oct 15, 2024 | DecoderMamba | —Unverified | 0 |
| Data-Driven Cellular Network Selector for Vehicle Teleoperations | Oct 15, 2024 | Time Series | —Unverified | 0 |
| Time-Series Foundation AI Model for Value-at-Risk Forecasting | Oct 15, 2024 | Time Series | CodeCode Available | 0 |
