SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 822 papers

TitleStatusHype
Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction—0
Effect of Balancing Data Using Synthetic Data on the Performance of Machine Learning Classifiers for Intrusion Detection in Computer Networks—0
Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors—0
Effects of Using Synthetic Data on Deep Recommender Models' Performance—0
An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises—0
Generating Faithful Synthetic Data with Large Language Models: A Case Study in Computational Social Science—0
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation—0
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs—0
A density ratio framework for evaluating the utility of synthetic data—0
GANs and alternative methods of synthetic noise generation for domain adaption of defect classification of Non-destructive ultrasonic testing—0
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance—0
Cut and Continuous Paste towards Real-time Deep Fall Detection—0
3-Dimensional residual neural architecture search for ultrasonic defect detection—0
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
CTSyn: A Foundational Model for Cross Tabular Data Generation—0
Analyzing Bias in Diffusion-based Face Generation Models—0
From Gaming to Research: GTA V for Synthetic Data Generation for Robotics and Navigations—0
CryoCCD: Conditional Cycle-consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis—0
AutoSimulate: (Quickly) Learning Synthetic Data Generation—0
Autonomous Crack Detection using Deep Learning on Synthetic Thermogram Datasets—0
Private Evolution Converges—0
CORTEX-AVD: A Framework for CORner Case Testing and EXploration in Autonomous Vehicle Development—0
Corrigibility as a Singular Target: A Vision for Inherently Reliable Foundation Models—0
Automatic Prompt Optimization Techniques: Exploring the Potential for Synthetic Data Generation—0
Copula Flows for Synthetic Data Generation—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