Improving synthetic images to enhance face recognition system performance.
― 6 min read
Latest Articles for Synthetic Data
Examining the impact of data contamination on code generation evaluations.
― 6 min read
A look at synthetic data generation for urban mobility and privacy challenges.
― 6 min read
Introducing FedGTG to retain knowledge while learning in federated settings.
― 6 min read
Synthetic data generation aids healthcare research while protecting patient privacy.
― 6 min read
New models improve tissue image quality for better disease diagnosis.
― 6 min read
Discover how synthetic data helps retailers protect customer privacy while gaining insights.
― 6 min read
Exploring privacy risks in synthetic data and introducing the Data Plagiarism Index.
― 7 min read
KiOP offers a seamless way to share knowledge from multiple models.
― 5 min read
PSVAE offers a faster method for creating high-quality synthetic tabular data.
― 5 min read
Combining wake words and speaker recognition enhances safety in voice technology.
― 5 min read
A new method improves synthetic data for tissue sample analysis.
― 5 min read
New synthetic data methods enhance language-based object detection accuracy and understanding.
― 6 min read
FUTGA model enhances music understanding through detailed, time-specific descriptions.
― 5 min read
Explore cost-effective techniques for training text-to-image generative models.
― 4 min read
New model CFGen improves synthetic single-cell data generation for better research insights.
― 4 min read
This article explores Knowledge Recycling for improving synthetic data training in classifiers.
― 8 min read
This paper discusses the Poisson mechanism for maintaining privacy in data synthesis.
― 6 min read
New method enhances synthetic data generation while ensuring privacy protection.
― 6 min read
A new method improves accuracy in quantizing Vision Transformers without original data.
― 5 min read
A new method improves accuracy in tissue volume measurement using medical imaging.
― 5 min read
New synthetic data approach improves privacy in federated learning.
― 4 min read
New models improve content moderation for AI interactions, ensuring safety and reducing harm.
― 6 min read
Synthetic data poses risks in training machine learning models for medical imaging.
― 5 min read
TRENDY offers a new method for better understanding gene interactions.
― 6 min read
New method improves matching hand-drawn sketches with mugshot images using synthetic data.
― 5 min read
KinPFN uses deep learning to speed up RNA folding analysis.
― 5 min read
A new algorithm improves data sharing and machine learning efficiency using synthetic datasets.
― 9 min read
This article examines how synthetic data boosts OCR error correction performance.
― 6 min read
NeuroSynth generates synthetic MRI data to improve brain health studies.
― 5 min read
SABER estimates object poses without symmetry labels, improving robotics and AR applications.
― 5 min read
A new method improves text recognition in natural scenes using innovative techniques.
― 5 min read
Investigating how synthetic data aids healthcare advancements and addresses key challenges.
― 7 min read
A-BDD enhances ML training for self-driving cars in poor weather.
― 6 min read
Adversarial training enhances keyword spotting accuracy in synthetic and real speech.
― 5 min read
MSIVA simplifies neuroimaging data, revealing links to behavior and health conditions.
― 4 min read
A structured method to create synthetic conversations using language models.
― 6 min read
A new method to improve fairness in healthcare through better data representation.
― 6 min read
A look at the challenges and benefits of adding new clients in federated learning.
― 5 min read
New method enables event cameras to identify unseen objects effectively.
― 6 min read