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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 801–810 of 822 papers
Title
Date
Tasks
Status
Hype
Synthetic Data Generators: Sequential and Private
Feb 9, 2019
Synthetic Data Generation
—
Unverified
0
Compressing GANs using Knowledge Distillation
Feb 1, 2019
Knowledge Distillation
Super-Resolution
—
Unverified
0
Learning Vine Copula Models For Synthetic Data Generation
Dec 4, 2018
Model Selection
Reinforcement Learning
—
Unverified
0
Domain Randomization for Scene-Specific Car Detection and Pose Estimation
Nov 14, 2018
3D Pose Estimation
Instance Segmentation
Code
Code Available
0
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data Generation
Oct 16, 2018
Depth Estimation
object-detection
Code
Code Available
0
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks
Oct 8, 2018
6D Pose Estimation using RGB
Object
—
Unverified
0
Scenic: A Language for Scenario Specification and Scene Generation
Sep 25, 2018
Probabilistic Programming
Scene Generation
Code
Code Available
1
Synthetically Supervised Feature Learning for Scene Text Recognition
Sep 1, 2018
Scene Text Recognition
Synthetic Data Generation
—
Unverified
0
Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics
Jul 27, 2018
Synthetic Data Generation
Code
Code Available
0
Synthetic data generation for end-to-end thermal infrared tracking
Jun 4, 2018
Image-to-Image Translation
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