SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–775 of 822 papers

TitleStatusHype
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
Copula Flows for Synthetic Data Generation—0
Synthetic Embedding-based Data Generation Methods for Student Performance—0
Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle—0
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge—0
Learning Compositional Radiance Fields of Dynamic Human Heads—0
Synthetic Data Generators -- Sequential and Private—0
Self-Supervised Real-to-Sim Scene Generation—0
Deep Empirical Risk Minimization in finance: looking into the futureCode0
Foundations of Bayesian Learning from Synthetic Data—0
Synthetic Data Generation for Economists—0
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation—0
The Volctrans Machine Translation System for WMT20—0
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications—0
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering SystemsCode0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—0
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS)—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
WeChat Neural Machine Translation Systems for WMT20—0
Accurate and Intuitive Contextual Explanations using Linear Model Trees—0
Sanitizing Synthetic Training Data Generation for Question Answering over Knowledge Graphs—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