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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 741–750 of 822 papers
Title
Date
Tasks
Status
Hype
Synthetic Data Generators -- Sequential and Private
Dec 1, 2020
Synthetic Data Generation
—
Unverified
0
Self-Supervised Real-to-Sim Scene Generation
Nov 30, 2020
Graph Generation
Scene Generation
—
Unverified
0
Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation
Nov 29, 2020
Computed Tomography (CT)
Image Generation
Code
Code Available
1
Deep Empirical Risk Minimization in finance: looking into the future
Nov 18, 2020
Synthetic Data Generation
Code
Code Available
0
DeepNAG: Deep Non-Adversarial Gesture Generation
Nov 18, 2020
Data Augmentation
Dynamic Time Warping
Code
Code Available
1
Foundations of Bayesian Learning from Synthetic Data
Nov 16, 2020
Synthetic Data Generation
—
Unverified
0
Tabular Transformers for Modeling Multivariate Time Series
Nov 3, 2020
Fraud Detection
Synthetic Data Generation
Code
Code Available
1
Synthetic Data Generation for Economists
Nov 2, 2020
Synthetic Data Generation
—
Unverified
0
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation
Nov 1, 2020
BIG-bench Machine Learning
Synthetic Data Generation
—
Unverified
0
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications
Oct 28, 2020
Action Recognition
Synthetic Data Generation
—
Unverified
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
