| Generalized Prompt Tuning: Adapting Frozen Univariate Time Series Foundation Models for Multivariate Healthcare Time Series | Nov 19, 2024 | Time SeriesTime Series Prediction | CodeCode Available | 0 | 5 |
| Generating Sparse Counterfactual Explanations For Multivariate Time Series | Jun 2, 2022 | counterfactualGenerative Adversarial Network | 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 |
| Acoustic absement in detail: Quantifying acoustic differences across time-series representations of speech data | Apr 12, 2023 | Dynamic Time Warpingspeech-recognition | CodeCode Available | 0 | 5 |
| Bioluminescence modeling for deep sea experiments | Feb 9, 2021 | 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 |
| Mitigating Data Redundancy to Revitalize Transformer-based Long-Term Time Series Forecasting System | Jul 16, 2022 | Data AugmentationDecoder | CodeCode Available | 0 | 5 |
| Generative Adversarial Network for Future Hand Segmentation from Egocentric Video | Mar 21, 2022 | Generative Adversarial NetworkHand Segmentation | CodeCode Available | 0 | 5 |
| Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning | Jan 4, 2020 | Deep LearningTime Series | CodeCode Available | 0 | 5 |
| A Fast Multitaper Power Spectrum Estimation in Nonuniformly Sampled Time Series | Jul 2, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction | Mar 28, 2024 | Graph Neural NetworkImputation | CodeCode Available | 0 | 5 |
| Binary Spatial Random Field Reconstruction from Non-Gaussian Inhomogeneous Time-series Observations | Apr 7, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Probabilistic AutoRegressive Neural Networks for Accurate Long-range Forecasting | Apr 1, 2022 | Decision MakingEpidemiology | CodeCode Available | 0 | 5 |
| Abnormality Forecasting: Time Series Anomaly Prediction via Future Context Modeling | Oct 16, 2024 | Time 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 |
| Bilinear Spatiotemporal Fusion Network: An efficient approach for traffic flow prediction | Apr 1, 2025 | Spatio-Temporal ForecastingTime Series | CodeCode Available | 0 | 5 |
| Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification | Apr 8, 2025 | cross-modal alignmentImage Classification | 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 |
| GENDIS: GENetic DIscovery of Shapelets | Sep 13, 2019 | Outlier DetectionTime Series | CodeCode Available | 0 | 5 |
| High-dimensional regression with potential prior information on variable importance | Sep 23, 2021 | regressionTime Series | CodeCode Available | 0 | 5 |
| An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery | Nov 22, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning | Oct 4, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| GAF-FusionNet: Multimodal ECG Analysis via Gramian Angular Fields and Split Attention | Dec 7, 2024 | ECG ClassificationTime Series | CodeCode Available | 0 | 5 |
| Fuzzy Cluster-Aware Contrastive Clustering for Time Series | Mar 28, 2025 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
