Latest Articles for Synthetic Data

Synthetic data offers new opportunities for researchers in genomics.

Spurfies enables accurate 3D modeling with limited image data.

Researchers utilize synthetic data to improve AI model performance without quality loss.

This project enhances text correction in Bulgarian historical documents using OCR technology.

Using AI to simulate data for analyzing emotional connections in mental health.

Researchers develop LEGNet to better predict language abilities in stroke survivors.

Study assesses the creation and evaluation of synthetic satellite images.

CRAFT streamlines synthetic dataset generation for various tasks with minimal user input.

This article examines how combining real and synthetic images boosts face recognition accuracy and fairness.

Better prompts enhance the quality of synthetic tabular data generated by LLMs.

Learn how to generate realistic fake data safely.

This study explores how synthetic data can tackle class and group imbalances.

Learn how density ratio estimation measures synthetic data quality effectively.

A new model uses synthetic data to improve heart ultrasound analysis and efficiency.

Innovative synthetic data method improves medical imaging accuracy while protecting patient privacy.

SoloAudio improves sound extraction using advanced techniques and synthetic data.

Synthetic data generation can transform clinical trials by ensuring patient privacy and enhancing data availability.

Investigating AI fairness and performance in predicting children's COVID-19 outcomes.

This study enhances medical image classification accuracy using synthetic data.

Using synthetic data to enhance mobility tools for blind and low-vision individuals.

YORO simplifies SQL generation from natural language, enhancing efficiency and accuracy.

A new method combines Federated Learning and Adversarial Training for insider threat detection.

A look into the learning and manipulation of time series models.

Using synthetic PET/CT images to enhance tumor detection and model performance.

AI models may revolutionize clinical data extraction, reducing costs and improving accuracy.

Exploring how synthetic data safeguards privacy while enabling research access.

A new method transforms tabular data into binary for efficient synthetic data generation.

A novel approach to world models using synthetic data for improved adaptability.

Exploring synthetic data's role in promoting fairness in recommendation algorithms.

A deep learning approach improves knee point detection accuracy in noisy datasets.

Research improves data generation in machine learning using synthetic methods for clearer explanations.

ToxiCraft improves detection of harmful online content through synthetic data generation.

FAFA enhances 6D pose estimation for underwater vehicles using synthetic and real data.

A new approach uses synthetic data to improve pain recognition in videos.

Exploring the use of synthetic data to enhance DRL in real-world applications.

A new method for creating realistic synthetic ECG data improves heart condition detection.

This study explores effective methods for generating synthetic data for language model training.

Research shows synthetic data can enhance OCR error correction methods.

Explore how data synthesis boosts coding model performance and training.

New techniques improve expressive speech quality across different speakers.