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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 611–620 of 822 papers
Title
Date
Tasks
Status
Hype
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems
Nov 2, 2022
Anomaly Detection
Image Generation
—
Unverified
0
Will we run out of data? Limits of LLM scaling based on human-generated data
Oct 26, 2022
Language Modeling
Language Modelling
Code
Code Available
1
Which is the best model for my data?
Oct 26, 2022
Feature Importance
Meta-Learning
—
Unverified
0
FairGen: Fair Synthetic Data Generation
Oct 24, 2022
Fraud Detection
Synthetic Data Generation
—
Unverified
0
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics
Oct 18, 2022
3D Object Detection
3D Reconstruction
Code
Code Available
1
Improving Adversarial Robustness by Contrastive Guided Diffusion Process
Oct 18, 2022
Adversarial Robustness
Synthetic Data Generation
—
Unverified
0
Secure Multiparty Computation for Synthetic Data Generation from Distributed Data
Oct 13, 2022
Synthetic Data Generation
—
Unverified
0
Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data
Oct 11, 2022
Knowledge Distillation
Synthetic Data Generation
Code
Code Available
0
DigiFace-1M: 1 Million Digital Face Images for Face Recognition
Oct 5, 2022
Attribute
Face Recognition
Code
Code Available
2
COPILOT: Human-Environment Collision Prediction and Localization from Egocentric Videos
Oct 4, 2022
Collision Avoidance
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