SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 541–550 of 1237 papers

TitleStatusHype
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder—0
GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks—0
GAMIN: Generative Adversarial Multiple Imputation Network for Highly Missing Data—0
Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit—0
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection—0
FragmGAN: Generative Adversarial Nets for Fragmentary Data Imputation and Prediction—0
Continuous-time Autoencoders for Regular and Irregular Time Series Imputation—0
Contextual HyperNetworks for Novel Feature Adaptation—0
A data imputation method for multivariate time series based on generative adversarial network—0
A Causal Convolutional Low-rank Representation Model for Imputation of Water Quality Data—0
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All datasetsHMNISTPhysioNet Challenge 2012Sprites

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)MSE0—Unverified