SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 451–500 of 822 papers

TitleStatusHype
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
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition—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
Theorem Prover as a Judge for Synthetic Data Generation—0
The Prompt is Mightier than the Example—0
The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI—0
The Volctrans Machine Translation System for WMT20—0
Time Series Language Model for Descriptive Caption Generation—0
Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations—0
Towards Synthetic Multivariate Time Series Generation for Flare Forecasting—0
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though—0
Transitioning from Real to Synthetic data: Quantifying the bias in model—0
Trustable and Automated Machine Learning Running with Blockchain and Its Applications—0
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
TUTOR: Training Neural Networks Using Decision Rules as Model Priors—0
Typhoon T1: An Open Thai Reasoning Model—0
UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception—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