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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 181–190 of 822 papers

Title	Date	Tasks	Status	Hype	Score
Beyond Classification: Financial Reasoning in State-of-the-Art Language Models	Apr 30, 2023	Decision MakingSynthetic Data Generation	CodeCode Available	0	5
Improved Generation of Synthetic Imaging Data Using Feature-Aligned Diffusion	Oct 1, 2024	DiversitySSIM	CodeCode Available	0	5
Beyond a Single Mode: GAN Ensembles for Diverse Medical Data Generation	Mar 31, 2025	DiagnosticDiversity	CodeCode Available	0	5
Animal Detection in Man-made Environments	Oct 24, 2019	Edge Detectionobject-detection	CodeCode Available	0	5
HP-GAN: Probabilistic 3D human motion prediction via GAN	Nov 27, 2017	Autonomous VehiclesHuman motion prediction	CodeCode Available	0	5
HTR-JAND: Handwritten Text Recognition with Joint Attention Network and Knowledge Distillation	Dec 24, 2024	Computational EfficiencyHandwritten Text Recognition	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
Online Data Augmentation for Forecasting with Deep Learning	Apr 25, 2024	Data AugmentationDeep Learning	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

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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