SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1191–1200 of 1237 papers

TitleStatusHype
Field-of-View Extension for Brain Diffusion MRI via Deep Generative Models—0
Filling in Missing FX Implied Volatilities with Uncertainties: Improving VAE-Based Volatility Imputation—0
Filling in the Blanks: Applying Data Imputation in incomplete Water Metering Data—0
Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning—0
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs—0
Single-Cell Proteomics Using Mass Spectrometry—0
Finding Short Signals in Long Irregular Time Series with Continuous-Time Attention Policy Networks—0
Fine-tuning -- a Transfer Learning approach—0
Flexible Motion In-betweening with Diffusion Models—0
An approach to dealing with missing values in heterogeneous data using k-nearest neighbors—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