| ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs | Feb 27, 2019 | Clustering Multivariate Time SeriesMultivariate Time Series Imputation | CodeCode Available | 1 |
| NAOMI: Non-Autoregressive Multiresolution Sequence Imputation | Jan 30, 2019 | Imitation LearningImputation | CodeCode Available | 1 |
| GAIN: Missing Data Imputation using Generative Adversarial Nets | Jun 7, 2018 | ImputationMultivariate Time Series Imputation | CodeCode Available | 1 |
| Recurrent Neural Networks for Multivariate Time Series with Missing Values | Jun 6, 2016 | ImputationMissing Values | CodeCode Available | 1 |
| CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation | Jan 31, 2025 | Decision MakingDenoising | CodeCode Available | 0 |
| BRATI: Bidirectional Recurrent Attention for Time-Series Imputation | Jan 9, 2025 | ImputationMissing Values | —Unverified | 0 |
| SDA-GRIN for Adaptive Spatial-Temporal Multivariate Time Series Imputation | Oct 4, 2024 | ImputationMultivariate Time Series Imputation | CodeCode Available | 0 |
| Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series | Sep 16, 2024 | ImputationMissing Values | CodeCode Available | 0 |
| Latent Space Score-based Diffusion Model for Probabilistic Multivariate Time Series Imputation | Sep 13, 2024 | ImputationMultivariate Time Series Imputation | CodeCode Available | 0 |
| REGIONAL DATASETS FOR AIR QUALITY MONITORING IN EUROPEAN CITIES | Jul 12, 2024 | Multivariate Time Series ImputationSpatio-Temporal Forecasting | CodeCode Available | 0 |
