| NAOMI: Non-Autoregressive Multiresolution Sequence Imputation | Jan 30, 2019 | Imitation LearningImputation | CodeCode Available | 1 |
| Multivariate Time Series Imputation with Generative Adversarial Networks | Dec 1, 2018 | Image GenerationImputation | —Unverified | 0 |
| Neural Ordinary Differential Equations | Jun 19, 2018 | Multivariate Time Series ForecastingMultivariate Time Series Imputation | CodeCode Available | 3 |
| GAIN: Missing Data Imputation using Generative Adversarial Nets | Jun 7, 2018 | ImputationMultivariate Time Series Imputation | CodeCode Available | 1 |
| BRITS: Bidirectional Recurrent Imputation for Time Series | May 27, 2018 | General ClassificationImputation | CodeCode Available | 0 |
| MaskGAN: Better Text Generation via Filling in the______ | Jan 23, 2018 | Multivariate Time Series ImputationText Generation | —Unverified | 0 |
| MaskGAN: Better Text Generation via Filling in the _______ | Jan 1, 2018 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks | Nov 23, 2017 | Matrix CompletionMultivariate Time Series Imputation | CodeCode Available | 0 |
| imputeTS: Time Series Missing Value Imputation in R | Jun 1, 2017 | AttributeImputation | CodeCode Available | 0 |
| ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data | Jul 9, 2016 | Collaborative FilteringImputation | —Unverified | 0 |
| Recurrent Neural Networks for Multivariate Time Series with Missing Values | Jun 6, 2016 | ImputationMissing Values | CodeCode Available | 1 |
| Multiple imputation using chained equations: issues and guidance for practice | Nov 30, 2010 | ImputationMultivariate Time Series Imputation | CodeCode Available | 0 |
| A user-driven case-based reasoning tool for infilling missing values in daily mean river flow records | Aug 1, 2006 | Dynamic Time WarpingManagement | CodeCode Available | 0 |
