SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–725 of 822 papers

TitleStatusHype
FedSyn: Synthetic Data Generation using Federated Learning—0
Conditional Synthetic Data Generation for Personal Thermal Comfort Models—0
Hybrid Deep Learning Model using SPCAGAN Augmentation for Insider Threat Analysis—0
Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Survey—0
Improving generalization with synthetic training data for deep learning based quality inspection—0
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender SystemsCode0
Cut and Continuous Paste towards Real-time Deep Fall Detection—0
Logical Reasoning for Task Oriented Dialogue Systems—0
Variational Autoencoder Generative Adversarial Network for Synthetic Data Generation in Smart Home—0
Fighting Money Laundering with Statistics and Machine Learning—0
Region-based Layout Analysis of Music Score Images—0
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors—0
Correlation inference attacks against machine learning modelsCode0
Automatic generation of realistic training data for learning parallel-jaw grasping from synthetic stereo images—0
Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study—0
Demystifying Graph Neural Network Explanations—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighborsCode0
HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation—0
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval—0
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text—0
Building Adaptive Acceptability Classifiers for Neural NLG—0
Semi-supervised dry herbage mass estimation using automatic data and synthetic images—0
Interrogating Paradigms in Self-supervised Graph Representation Learning—0
CAGE: Probing Causal Relationships in Deep Generative Models—0
Show:102550
← PrevPage 29 of 33Next →
All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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