Latest Articles for Synthetic Data

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.

A three-step method for secure data sharing while protecting privacy.

Researchers use language models to assist in sentiment analysis for code-mixed text.

Learn how synthetic data can enhance employee behavior analysis while protecting privacy.

A new method aims to reduce bias in language models' predictions.

Innovative techniques in synthetic data generation improve echocardiography training.

Enhancing realism in synthetic faces for better face recognition performance.

Learn how predictive maintenance prevents equipment failures using synthetic data.

New models improve video creation while ensuring privacy, especially in healthcare.

SynDroneVision offers synthetic data for effective drone detection training.

A new method enhances synthetic data generation for clinical trials while ensuring privacy.

Exploring how synthetic data protects privacy while enabling complex data analysis.

Discover how synthetic data aids in training drone detection systems.

Researchers improve human-like images for better robot training.

Learn how watermarking protects against fake data in the digital world.

D-Cube uses smart technology for better cancer detection in medical images.

Using synthetic data improves fetal brain imaging accuracy and doctor capabilities.

A new method to develop guardrails for large language models without real-world data.

Exploring how models can learn without original data.