Latest Articles for Generative Adversarial Networks

UFed-GAN allows learning from data while maintaining privacy and minimizing computing demands.

This research uses AI to enhance detection of photons in particle physics.

A method to enhance quality control by detecting defects in wood products.

A new hybrid model improves image quality using quantum and classical methods.

CartoonDiff simplifies image cartoonization without needing complex models or training.

Researchers use machine learning to enhance gamma-ray data collection with cGANs.

A new method improves retinal image generation and segmentation for medical diagnostics.

GradPaint improves image inpainting by blending generated content seamlessly with existing areas.

A new model improves tactile sensing accuracy for robots using simulated and real data.

A new framework enhances PET image reconstruction quality while minimizing radiation exposure.

RADIANCE speeds up the creation of accurate wireless coverage maps using AI.

Exploring techniques to detect and evade malware in modern cybersecurity.

Introducing PFL-GAN: a tailored solution for client variability in federated learning.

A look at machine unlearning to improve generative models and their outputs.

A new method improves deepfake generation and addresses misinformation risks.

New methods improve the creation of detailed 3D objects efficiently.

LATTICE improves anomaly detection in cyber-physical systems through structured learning.

A new method combines medical images for better patient diagnosis.

FG-NeRF enhances 3D rendering by improving uncertainty estimation in complex scenes.

GD-NeRF tackles image blurriness in novel view synthesis.

New approach enhances generative models' ability to create realistic images.

Discover the evolution of methods for filling gaps in visual media.

A new method allows fast editing of multiple images simultaneously.

Discover the latest techniques and challenges in creating images from text.

Creating synthetic data helps researchers study stress while keeping personal information safe.

tGAN enhances cell image analysis through synthetic data generation.

A novel approach enhances downscaling of weather data for better local forecasts.

A new method combines AI and traditional security for safer wireless communications.

TimEHR generates realistic synthetic time series data from electronic health records to aid research.

Introducing a faster method for high-quality speech synthesis using diffusion models.

An overview of diffusion models and their impact on generative AI.

A method to enhance GAN performance using unbalanced data.

OSASIS revolutionizes image stylization while preserving original details and structure.

A new method improves data generation, reconstruction, and representation in machine learning.

Generative AI offers innovative tools for data analysis in geoscience.

A new approach improves data sampling in complex physical systems.

Exploring recent insights on synthetic data and privacy challenges.

Exploring how AI innovations can improve connected automated vehicles and transportation safety.

This study investigates the role of synthetic examples in authorship verification.

This study enhances crop classification using synthetic data generation for better accuracy.