Latest Articles for Synthetic Data

A study on bias in synthetic image generation models and their societal impacts.

This article discusses how personas can improve synthetic data creation for training models.

A new method improves clarity and accuracy in automated scoring systems.

A new method uses translation to enhance language model training.

This work enhances drone detection through innovative methods and synthetic data.

Exploring how synthetic data shapes machine learning models and their behavior.

CLAMP-ViT offers a new way to compress vision transformers using synthetic data.

Generative AI improves RF sensing capabilities, transforming data collection and analysis.

A new approach enhances Federated Learning by generating synthetic data while protecting privacy.

A new method generates synthetic data to improve detection of false outputs.

Introducing a model that combines tree-based transforms for effective outcome generation.

New techniques improve head pose estimation from single front-facing images.

Exploring challenges and advancements in protecting sensitive data while maintaining its usefulness.

Introducing a model for analyzing complex Markov jump processes with noisy data.

Improving synthetic images to enhance face recognition system performance.

Examining the impact of data contamination on code generation evaluations.

A look at synthetic data generation for urban mobility and privacy challenges.

Introducing FedGTG to retain knowledge while learning in federated settings.

Synthetic data generation aids healthcare research while protecting patient privacy.

New models improve tissue image quality for better disease diagnosis.

Discover how synthetic data helps retailers protect customer privacy while gaining insights.

Exploring privacy risks in synthetic data and introducing the Data Plagiarism Index.

KiOP offers a seamless way to share knowledge from multiple models.

PSVAE offers a faster method for creating high-quality synthetic tabular data.

Combining wake words and speaker recognition enhances safety in voice technology.

A new method improves synthetic data for tissue sample analysis.

New synthetic data methods enhance language-based object detection accuracy and understanding.

FUTGA model enhances music understanding through detailed, time-specific descriptions.

Explore cost-effective techniques for training text-to-image generative models.

New model CFGen improves synthetic single-cell data generation for better research insights.

This article explores Knowledge Recycling for improving synthetic data training in classifiers.

This paper discusses the Poisson mechanism for maintaining privacy in data synthesis.

New method enhances synthetic data generation while ensuring privacy protection.

A new method improves accuracy in quantizing Vision Transformers without original data.

A new method improves accuracy in tissue volume measurement using medical imaging.

New synthetic data approach improves privacy in federated learning.

New models improve content moderation for AI interactions, ensuring safety and reducing harm.

Synthetic data poses risks in training machine learning models for medical imaging.

TRENDY offers a new method for better understanding gene interactions.

New method improves matching hand-drawn sketches with mugshot images using synthetic data.