SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 581–590 of 822 papers

TitleStatusHype
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation—0
Generating Multidimensional Clusters With Support LinesCode1
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic DataCode0
Diffusion-based Conditional ECG Generation with Structured State Space ModelsCode1
Boosting Synthetic Data Generation with Effective Nonlinear Causal DiscoveryCode1
Simplex Autoencoders—0
CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention—0
Synthetic data generation method for data-free knowledge distillation in regression neural networksCode0
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection—0
Data-Free Knowledge Distillation via Feature Exchange and Activation Region ConstraintCode1
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified