SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1081–1090 of 1237 papers

TitleStatusHype
Recurrent Kalman Networks: Factorized Inference in High-Dimensional Deep Feature SpacesCode1
Using statistical techniques and replication samples for imputation of metabolite missing values—0
Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GANCode0
Missing Data Imputation with Adversarially-trained Graph Convolutional NetworksCode0
A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurementsCode0
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation—0
Multi-resolution Networks For Flexible Irregular Time Series Modeling (Multi-FIT)—0
A convolution recurrent autoencoder for spatio-temporal missing data imputation—0
One-dimensional Deep Image Prior for Time Series Inverse Problems—0
Relational Reasoning Network (RRN) for Anatomical Landmarking—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