SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 726–750 of 822 papers

TitleStatusHype
Differentially Private Normalizing Flows for Privacy-Preserving Density Estimation—0
Generating Synthetic Handwritten Historical Documents With OCR Constrained GANsCode1
MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks—0
Composable Generative Models—0
Synthetic Data and Hierarchical Object Detection in Overhead Imagery—0
Real-Time, Flight-Ready, Non-Cooperative Spacecraft Pose Estimation Using Monocular Imagery—0
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving—0
Synthetic Embedding-based Data Generation Methods for Student Performance—0
Copula Flows for Synthetic Data Generation—0
Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle—0
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANsCode1
Differentially Private Synthetic Medical Data Generation using Convolutional GANsCode1
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge—0
Learning Compositional Radiance Fields of Dynamic Human Heads—0
Copula-based synthetic data augmentation for machine-learning emulatorsCode1
Synthetic Data Generators -- Sequential and Private—0
Self-Supervised Real-to-Sim Scene Generation—0
Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive EvaluationCode1
Deep Empirical Risk Minimization in finance: looking into the futureCode0
DeepNAG: Deep Non-Adversarial Gesture GenerationCode1
Foundations of Bayesian Learning from Synthetic Data—0
Tabular Transformers for Modeling Multivariate Time SeriesCode1
Synthetic Data Generation for Economists—0
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation—0
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications—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