SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–675 of 822 papers

TitleStatusHype
GeoPointGAN: Synthetic Spatial Data with Local Label Differential PrivacyCode1
Virtual passengers for real car solutions: synthetic datasets—0
Delving into High-Quality Synthetic Face Occlusion Segmentation DatasetsCode1
Synthetic Point Cloud Generation for Class Segmentation Applications—0
Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization—0
Spending Privacy Budget Fairly and Wisely—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalCode0
A quantum generative model for multi-dimensional time series using Hamiltonian learning—0
Geometric Understanding of Sketches—0
TorMentor: Deterministic dynamic-path, data augmentations with fractalsCode1
DFNet: Enhance Absolute Pose Regression with Direct Feature MatchingCode1
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks—0
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques—0
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
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

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