SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 631–640 of 822 papers

TitleStatusHype
Transfer learning for time series classification using synthetic data generationCode1
Improved α-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning—0
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data GenerationCode1
Privacy-Preserving Synthetic Educational Data GenerationCode0
Controlled Data Generation via Insertion Operations for NLU—0
Identification of Binary Neutron Star Mergers in Gravitational-Wave Data Using YOLO One-Shot Object Detection—0
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs—0
ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasetsCode0
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape CollectionsCode0
Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case—0
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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