| 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 |
| 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 |
| Generating Sparse Counterfactual Explanations For Multivariate Time Series | Jun 2, 2022 | counterfactualGenerative Adversarial Network | 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 |
| GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series | Oct 9, 2024 | Domain AdaptationSemi-supervised Domain 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 |
| An Evaluation of Standard Statistical Models and LLMs on Time Series Forecasting | Aug 9, 2024 | Sentiment AnalysisText Generation | 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 |
| General Domain Adaptation Through Proportional Progressive Pseudo Labeling | Dec 23, 2020 | Anomaly DetectionDomain Adaptation | CodeCode Available | 0 | 5 |
| GENDIS: GENetic DIscovery of Shapelets | Sep 13, 2019 | Outlier DetectionTime Series | CodeCode Available | 0 | 5 |
| MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices | May 15, 2025 | Activity RecognitionCode Generation | 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 |
| 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 |
| 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 |
| Bayesian Autoregressive Online Change-Point Detection with Time-Varying Parameters | Jul 23, 2024 | Change Point Detectionscoring rule | CodeCode Available | 0 | 5 |
| A Neuro-Symbolic Approach for Enhanced Human Motion Prediction | Apr 23, 2023 | Human motion predictionmotion prediction | CodeCode Available | 0 | 5 |
| Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction | Mar 28, 2024 | Graph Neural NetworkImputation | 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 |
| Global Models for Time Series Forecasting: A Simulation Study | Dec 23, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Bayesian and Neural Inference on LSTM-based Object Recognition from Tactile and Kinesthetic Information | Jun 10, 2023 | ObjectObject Recognition | CodeCode Available | 0 | 5 |
| Adversarial Attacks on Deep Neural Networks for Time Series Classification | Mar 17, 2019 | Activity RecognitionAdversarial Attack | CodeCode Available | 0 | 5 |
| Fuzzy Cluster-Aware Contrastive Clustering for Time Series | Mar 28, 2025 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputation | Oct 1, 2024 | EEGElectromyography (EMG) | 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 |
| Function Extrapolation with Neural Networks and Its Application for Manifolds | May 17, 2024 | Time SeriesTime Series Prediction | CodeCode Available | 0 | 5 |
| Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance Matrices of Longitudinal Data | Jul 22, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting | May 6, 2024 | AstronomyIrregular Time Series | CodeCode Available | 0 | 5 |
| Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes | Dec 1, 2020 | Activity RecognitionGeneral Classification | CodeCode Available | 0 | 5 |
| Fully Embedded Time-Series Generative Adversarial Networks | Aug 30, 2023 | Time Series | CodeCode Available | 0 | 5 |
| "Back to the future" projections for COVID-19 surges | Feb 17, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms | Aug 15, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| FSMLP: Modelling Channel Dependencies With Simplex Theory Based Multi-Layer Perceptions In Frequency Domain | Dec 2, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Fully Neural Network based Model for General Temporal Point Processes | May 23, 2019 | Point ProcessesTime Series | 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 |
| backShift: Learning causal cyclic graphs from unknown shift interventions | Jun 8, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| AZ-whiteness test: a test for uncorrelated noise on spatio-temporal graphs | Apr 23, 2022 | Spatio-Temporal ForecastingTime Series | CodeCode Available | 0 | 5 |
| Multimodal Transformer for Unaligned Multimodal Language Sequences | Jun 1, 2019 | Multimodal Sentiment AnalysisTime Series | CodeCode Available | 0 | 5 |
| From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations | Mar 15, 2024 | Anomaly DetectionDecoder | CodeCode Available | 0 | 5 |
| From Similarity to Superiority: Channel Clustering for Time Series Forecasting | Mar 31, 2024 | ClusteringTime Series | CodeCode Available | 0 | 5 |
| A Wild Bootstrap for Degenerate Kernel Tests | Aug 23, 2014 | BenchmarkingTime Series | CodeCode Available | 0 | 5 |
| A Wavelet Method for Panel Models with Jump Discontinuities in the Parameters | Sep 22, 2021 | Algorithmic TradingTime Series | CodeCode Available | 0 | 5 |
| Fi^2VTS: Time Series Forecasting Via Capturing Intra- and Inter-Variable Variations in the Frequency Domain | Jul 31, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions | Jun 20, 2020 | Decision MakingSequential Decision Making | CodeCode Available | 0 | 5 |
| Gated Res2Net for Multivariate Time Series Analysis | Sep 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| AverageTime: Enhance Long-Term Time Series Forecasting with Simple Averaging | Dec 30, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Forecasting with Multiple Seasonality | Aug 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation | Jan 3, 2025 | Data AugmentationTime Series | CodeCode Available | 0 | 5 |
| A Variational Time Series Feature Extractor for Action Prediction | Jul 6, 2018 | Action RecognitionPrediction | CodeCode Available | 0 | 5 |
| A Bayesian Modelling Framework with Model Comparison for Epidemics with Super-Spreading | Jan 22, 2025 | Model SelectionTime Series | CodeCode Available | 0 | 5 |