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Synthetic Data Generation
Synthetic Data Generation
The generation of tabular data by any means possible.
Papers
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Showing 661–670 of 822 papers
Title
Date
Tasks
Status
Hype
Score
Universum GANs: Improving GANs through contradictions
Jun 18, 2021
Synthetic Data Generation
—
Unverified
0
0
Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards
Jun 20, 2023
Object
object-detection
—
Unverified
0
0
Exploring the Viability of Synthetic Query Generation for Relevance Prediction
May 19, 2023
Information Retrieval
Question Answering
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Unverified
0
0
FairGen: Fair Synthetic Data Generation
Oct 24, 2022
Fraud Detection
Synthetic Data Generation
—
Unverified
0
0
Faster Private Minimum Spanning Trees
Aug 13, 2024
Synthetic Data Generation
—
Unverified
0
0
FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning
Mar 10, 2024
Federated Learning
Few-Shot Learning
—
Unverified
0
0
FedSyn: Synthetic Data Generation using Federated Learning
Mar 11, 2022
BIG-bench Machine Learning
Federated Learning
—
Unverified
0
0
FFPDG: Fast, Fair and Private Data Generation
Jun 30, 2023
Fairness
Synthetic Data Generation
—
Unverified
0
0
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection
Feb 24, 2025
Event Detection
Synthetic Data Generation
—
Unverified
0
0
Fighting Money Laundering with Statistics and Machine Learning
Jan 11, 2022
BIG-bench Machine Learning
Fairness
—
Unverified
0
0
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All datasets
UCI Epileptic Seizure Recognition
UNSW-NB15
Benchmark Results
▼
UCI Epileptic Seizure Recognition
2 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
corGAN
AUROC
0.92
—
Unverified
2
GAN
AUROC
0.87
—
Unverified
▼
UNSW-NB15
2 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
kiNETGAN
EMD
0.07
—
Unverified
2
CTGAN
EMD
0.07
—
Unverified