| Temporal Subspace Clustering for Molecular Dynamics Data | Jul 31, 2024 | ClusteringTime Series | CodeCode Available | 0 | 5 |
| Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping | Jun 25, 2019 | Dynamic Time WarpingGeneral Classification | CodeCode Available | 0 | 5 |
| Probabilistic Forecast Reconciliation with Kullback-Leibler Divergence Regularization | Nov 21, 2023 | Deep LearningTime Series | CodeCode Available | 0 | 5 |
| A Gaussian Process-based Streaming Algorithm for Prediction of Time Series With Regimes and Outliers | Jun 1, 2024 | Gaussian ProcessesMixture-of-Experts | CodeCode Available | 0 | 5 |
| Generative Models for Long Time Series: Approximately Equivariant Recurrent Network Structures for an Adjusted Training Scheme | May 8, 2025 | Time Series | CodeCode Available | 0 | 5 |
| COSTI: a New Classifier for Sequences of Temporal Intervals | Apr 28, 2022 | ClassificationTime Series | CodeCode Available | 0 | 5 |
| Generative model for financial time series trained with MMD using a signature kernel | Jul 29, 2024 | ManagementPortfolio Optimization | CodeCode Available | 0 | 5 |
| Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series | Sep 13, 2018 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Generative Optimization Networks for Memory Efficient Data Generation | Oct 6, 2021 | Anomaly DetectionTime Series | 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 |
| Dimensionless Anomaly Detection on Multivariate Streams with Variance Norm and Path Signature | Jun 5, 2020 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Generating Sparse Counterfactual Explanations For Multivariate Time Series | Jun 2, 2022 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Generative Pretrained Embedding and Hierarchical Irregular Time Series Representation for Daily Living Activity Recognition | Dec 27, 2024 | Activity RecognitionDecoder | CodeCode Available | 0 | 5 |
| 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 |
| 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 GARCH model with two volatility components and two driving factors | Oct 18, 2024 | Time Series | 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 |
| Anomaly Detection on Financial Time Series by Principal Component Analysis and Neural Networks | Sep 22, 2022 | Anomaly DetectionImputation | 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 |
| Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation | May 12, 2023 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics | Oct 18, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| A case study of spatiotemporal forecasting techniques for weather forecasting | Sep 29, 2022 | 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 |
| Generating Reliable Process Event Streams and Time Series Data based on Neural Networks | Mar 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Graph Edit Networks | Jan 1, 2021 | AttributeGraph Generation | CodeCode Available | 0 | 5 |