SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 822 papers

TitleStatusHype
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data—0
Synthetic Data and Hierarchical Object Detection in Overhead Imagery—0
Synthetic data augmentation for robotic mobility aids to support blind and low vision people—0
Synthetic data enables faster annotation and robust segmentation for multi-object grasping in clutter—0
Synthetic Data for Blood Vessel Network Extraction—0
Synthetic Data for Discriminating Serotonergic Neurons using Convolutional Neural Networks—0
Synthetic Data for Model Selection—0
Synthetic Data Generation and Adaption for Object Detection in Smart Vending Machines—0
Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates—0
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data—0
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation—0
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation—0
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text—0
Synthetic Data Generation for Augmenting Small Samples—0
Synthetic Data Generation for Bridging Sim2Real Gap in a Production Environment—0
Synthetic Data Generation for Economists—0
Synthetic data generation for end-to-end thermal infrared tracking—0
Synthetic Data Generation for Fraud Detection using GANs—0
Synthetic data generation for Indic handwritten text recognition—0
Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure—0
Synthetic Data Generation for Minimum-Exposure Navigation in a Time-Varying Environment using Generative AI Models—0
Synthetic Data Generation for Multilingual Domain-Adaptable Question Answering Systems—0
Synthetic Data Generation for Residential Load Patterns via Recurrent GAN and Ensemble Method—0
Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models—0
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use—0
Synthetic Data Generation Techniques for Developing AI-based Speech Assessments for Parkinson's Disease (A Comparative Study)—0
Synthetic Data Generation Using Large Language Models: Advances in Text and Code—0
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations—0
Synthetic Data Generation with LLM for Improved Depression Prediction—0
Synthetic Data Generators -- Sequential and Private—0
Synthetic Data in AI: Challenges, Applications, and Ethical Implications—0
Synthetic Data Outliers: Navigating Identity Disclosure—0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training—0
Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Survey—0
Synthetic Embedding-based Data Generation Methods for Student Performance—0
Synthetic Multimodal Question Generation—0
Synthetic News Generation for Fake News Classification—0
Synthetic Point Cloud Generation for Class Segmentation Applications—0
Synthetic Tabular Data: Methods, Attacks and Defenses—0
Synthetic Test Data Generation Using Recurrent Neural Networks: A Position Paper—0
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data—0
SYSTRAN @ WAT 2019: Russian-Japanese News Commentary task—0
TabMT: Generating tabular data with masked transformers—0
TAMIS: Tailored Membership Inference Attacks on Synthetic Data—0
TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation—0
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data—0
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models—0
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models—0
The Canary's Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text—0
The Devil in the Details: Simple and Effective Optical Flow 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