SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 776–800 of 822 papers

TitleStatusHype
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare RecordsCode1
SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss FunctionsCode1
Privacy-preserving data sharing via probabilistic modellingCode1
Differentially Private Synthetic Mixed-Type Data Generation For Unsupervised LearningCode0
Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data ChallengeCode0
Using U-Nets to Create High-Fidelity Virtual Observations of the Solar CoronaCode0
Data Generation for Neural Programming by ExampleCode0
Variational Autoencoders for Generative Modelling of Water Cherenkov Detectors—0
SYSTRAN @ WAT 2019: Russian-Japanese News Commentary task—0
Animal Detection in Man-made EnvironmentsCode0
Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open QuestionsCode0
Differentially Private Mixed-Type Data Generation For Unsupervised LearningCode0
Restyling Data: Application to Unsupervised Domain Adaptation—0
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition—0
PMU Data Feature Considerations for Realistic, Synthetic Data Generation—0
Trustable and Automated Machine Learning Running with Blockchain and Its Applications—0
Supervised Symbolic Music Style Translation Using Synthetic DataCode0
Generalizing Back-Translation in Neural Machine Translation—0
Synthetic QA Corpora Generation with Roundtrip ConsistencyCode2
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
Synthetic Data Generation and Adaption for Object Detection in Smart Vending Machines—0
Small Target Detection for Search and Rescue Operations using Distributed Deep Learning and Synthetic Data Generation—0
Learning to Generate Synthetic Data via Compositing—0
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation—0
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis—0
Show:102550
← PrevPage 32 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified