SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1071–1080 of 1237 papers

TitleStatusHype
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis—0
Difference in Differences with Time-Varying Covariates—0
Differentiable and Scalable Generative Adversarial Models for Data Imputation—0
DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone—0
Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data—0
Conditional Information Bottleneck Approach for Time Series Imputation—0
DiffPhase: Generative Diffusion-based STFT Phase Retrieval—0
A New Intelligence Based Approach for Computer-Aided Diagnosis of Dengue Fever—0
Diffusion-based Time Series Data Imputation for Microsoft 365—0
Conditional Generation of Periodic Signals with Fourier-Based Decoder—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