| Mitigating Data Redundancy to Revitalize Transformer-based Long-Term Time Series Forecasting System | Jul 16, 2022 | Data AugmentationDecoder | CodeCode Available | 0 | 5 |
| Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions | Sep 30, 2019 | Synthetic Data GenerationTime Series | CodeCode Available | 0 | 5 |
| A Capsule Network for Traffic Speed Prediction in Complex Road Networks | Jul 23, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| General anesthesia reduces complexity and temporal asymmetry of the informational structures derived from neural recordings in Drosophila | May 30, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| General Domain Adaptation Through Proportional Progressive Pseudo Labeling | Dec 23, 2020 | Anomaly DetectionDomain Adaptation | CodeCode Available | 0 | 5 |
| Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series | Apr 29, 2025 | Decision MakingPhotoplethysmography (PPG) | CodeCode Available | 0 | 5 |
| Generating Hypotheses of Dynamic Causal Graphs in Neuroscience: Leveraging Generative Factor Models of Observed Time Series | May 27, 2025 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| GDformer: Going Beyond Subsequence Isolation for Multivariate Time Series Anomaly Detection | Jan 30, 2025 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| GCformer: An Efficient Framework for Accurate and Scalable Long-Term Multivariate Time Series Forecasting | Jun 14, 2023 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 | 5 |
| Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction | Mar 28, 2024 | Graph Neural NetworkImputation | CodeCode Available | 0 | 5 |
