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Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 191–200 of 822 papers

Title	Date	Tasks	Status	Hype	Score
Post-training Model Quantization Using GANs for Synthetic Data Generation	May 10, 2023	QuantizationSynthetic Data Generation	CodeCode Available	0	5
Correlation inference attacks against machine learning models	Dec 16, 2021	AttributeBIG-bench Machine Learning	CodeCode Available	0	5
Data Generation for Neural Programming by Example	Nov 6, 2019	BIG-bench Machine LearningSynthetic Data Generation	CodeCode Available	0	5
Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place Recognition	Aug 2, 2023	Autonomous NavigationSynthetic Data Generation	CodeCode Available	0	5
HP-GAN: Probabilistic 3D human motion prediction via GAN	Nov 27, 2017	Autonomous VehiclesHuman motion prediction	CodeCode Available	0	5
BEAR: BGP Event Analysis and Reporting	Jun 4, 2025	In-Context LearningSynthetic Data Generation	CodeCode Available	0	5
Data-driven modeling of time-domain induced polarization	Jul 30, 2021	DenoisingGeophysics	CodeCode Available	0	5
Hide-and-Seek Privacy Challenge	Jul 23, 2020	De-identificationSynthetic Data Generation	CodeCode Available	0	5
Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial Vehicles	Dec 10, 2024	Autonomous VehiclesBayesian Optimization	CodeCode Available	0	5
GUIDE-VAE: Advancing Data Generation with User Information and Pattern Dictionaries	Nov 6, 2024	ImputationSynthetic Data Generation	CodeCode Available	0	5

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All datasets UCI Epileptic Seizure Recognition UNSW-NB15

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	corGAN	AUROC	0.92	—	Unverified
2	GAN	AUROC	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	kiNETGAN	EMD	0.07	—	Unverified
2	CTGAN	EMD	0.07	—	Unverified