Latest Articles for GANs

New methods enhance vocoder performance with limited audio data.

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

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

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

Researchers use GANs to improve OCTA image quality for better eye condition diagnosis.

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.

Researchers use GANs to rapidly generate high-quality cosmic structure images.

GANTASTIC combines GANs and diffusion models for accurate image editing.

MoDiTalker offers improved quality and speed in creating realistic talking head videos.

Generative AI offers new tools for innovative architectural designs and improved efficiency.

Explores the privacy risks and defenses related to synthetic data created by GANs.

Generative diffusion models create new data by transforming noise into realistic outputs.

A new approach enhances segmentation in medical images without detailed labels.

Exploring the role of synthetic iris images in biometric systems.

New method enhances shadow removal in images through deep learning and transformers.

This article explores modern methods for detecting malware using deep learning and innovative technologies.

SuRGe improves low-resolution images using advanced GAN techniques.

This method combines diffusion models and GANs to generate high-quality data samples effectively.

Exploring recent developments in AI tools for music creation.

Deep learning enhances MRI scans, improving speed and image quality for better diagnosis.

Synthetic data offers promising solutions to challenges in medical imaging.

A new method improves accuracy in 3D facial landmark localization using semi-supervised learning.

Discover the latest trends in visual data processing and coding.

An overview of synthetic data generation and its importance in data-driven applications.

A study on the performance of Diffusion models versus GANs for image quality improvement.

This article examines generative AI’s potential in time series data generation.

A novel approach to retrieve watermarks from damaged documents using deep learning.

A look into the evolving field of 3D human avatars and their applications.

Examining complex interactions in games with advanced mathematical methods.

New techniques improve guitar amplifier modeling using unpaired data and GANs.

A new method improves image generation without paired datasets.

A new model shows promise in generating high-quality images using quantum technology.

Explore how transformers are reshaping image inpainting techniques in computer vision.

Exploring the role of synthetic data in improving schizophrenia diagnosis.

Researchers use GANs to improve cosmic microwave background polarization measurements.

New deep learning techniques improve structural health monitoring and early damage detection.

This study explores the use of GANs to create synthetic MRI images.