Latest Articles for Synthetic Data

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.

Understanding the challenges and solutions for protecting privacy in data sharing.

AEN offers efficient text classification with low processing demands.

Machine learning offers a new way to diagnose issues in three-phase motors.

Using synthetic data to improve facial emotion recognition accuracy in machines.

A new framework improves time series forecasting while ensuring data privacy.

Learn how the Quasi-Bayes method improves event counting in real-time.

A new method improves the detection of anomalies in machine learning.

Using Freq-Synth to improve predictions with limited data.

This article examines how synthetic data can aid in predicting depression.

Learn how synthetic videos aid computers in recognizing actions.

New techniques in deep learning to analyze complex data relationships.

APGNN combines physics and data to enhance prediction accuracy in various fields.

Using rephrased clinical notes to create synthetic data for healthcare models.

A study on synthetic versus human data in extracting insights from documents.

A new ASR system enhances medical speech recognition for accurate patient care.

SEED4D creates synthetic data for smarter self-driving technology.

Learn how PAR helps protect AI models from hidden threats.

Exploring how hyperbolic networks can resist adversarial attacks.

Researchers use synthetic data and explainable AI to improve object detection models.

Innovative methods ensure privacy while generating realistic synthetic data.

Discover how emotional voice data is transforming speaker verification technology.

Researchers are improving glaucoma detection through innovative data generation methods.