Latest Articles for Synthetic Data

KinPFN uses deep learning to speed up RNA folding analysis.

A new algorithm improves data sharing and machine learning efficiency using synthetic datasets.

This article examines how synthetic data boosts OCR error correction performance.

NeuroSynth generates synthetic MRI data to improve brain health studies.

SABER estimates object poses without symmetry labels, improving robotics and AR applications.

A new method improves text recognition in natural scenes using innovative techniques.

Investigating how synthetic data aids healthcare advancements and addresses key challenges.

A-BDD enhances ML training for self-driving cars in poor weather.

Adversarial training enhances keyword spotting accuracy in synthetic and real speech.

MSIVA simplifies neuroimaging data, revealing links to behavior and health conditions.

A structured method to create synthetic conversations using language models.

A new method to improve fairness in healthcare through better data representation.

A look at the challenges and benefits of adding new clients in federated learning.

New method enables event cameras to identify unseen objects effectively.

FLAME improves navigation by combining language and visual input in urban settings.

A new method to generate unbiased synthetic data for AI applications.

New models offer high performance for conversation and instruction tasks.

A look at the benefits of local models and LLMOps pipelines.

This article discusses privacy challenges and solutions in smart grid technology.

New techniques using gamma family distribution improve privacy in sensitive datasets.

Synthetic data is reshaping AI training by providing cost-effective and diverse datasets.

Researchers explore forehead creases for identity verification using 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This project enhances text correction in Bulgarian historical documents using OCR technology.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.