Latest Articles for GANs

Researchers enhance AI to generate beautiful symmetric patterns for artists.

A fresh approach using historical data enhances sea surface temperature predictions.

This study assesses GANs in improving chest X-ray classification through data augmentation.

A look into generative models and their transformative role in data generation.

Examining how deep learning models can produce unexpected outputs from small input changes.

A new method enhances audio texture morphing for creative sound design.

Exploring how quantum-inspired techniques aid in molecular generation and evaluation.

A new method enhances robot path planning through image-based learning.

BSGAN offers a new method for tackling imbalanced datasets in machine learning.

A new method boosts GAN training speed and image quality.

This article presents an innovative way to create 3D models using GANs.

Study shows CNNs can create word combinations from raw speech data.

The effectiveness of synthetic images in training medical AI goes beyond their appearance.

Spider GAN improves GAN training using structured image inputs for better results.

Improving medical imaging accuracy through blood oxygen saturation techniques.

A study on how diffusion models and GANs generate synthetic medical images.

A framework to enhance generative models using pre-trained diffusion models.

This research focuses on using deep learning to detect solar radio bursts efficiently.

Generative models help address challenges in satellite communication by creating synthetic data.

This review looks into the resilience of unsupervised learning to adversarial attacks.

Exploring various generative models and their unifying framework.

A new approach improves the detection of fake images generated by computers.

Researchers develop a model to create graphs directly from natural language descriptions.

Researchers use GANs to generate noisy speech from clean audio, improving speech models.

A new model improves particle jet generation through attention mechanisms and fewer parameters.

Researchers develop efficient GaN devices for versatile light management.

Using AI-generated images to improve recognition of genetic syndromes in medical education.

A novel approach using GANs to improve hadronization modeling from particle physics data.

Researchers modify exciton behavior in quantum wells using metallic and graphene layers.

This study examines urbanization challenges and predictive models for transportation in India.

A comprehensive look at AI-generated image quality through the AGIQA-3K database.

A new framework enhances the study of unsupervised speech recognition systems.

A framework to enhance image classification performance with limited data.

Advancements in deep learning enhance how we reconstruct images from brain signals.

A new method uses GANs to create diverse medical images while ensuring patient privacy.

Research utilizes AI to create realistic forest images for better agricultural practices.

A method to transform complex data into Gaussian-like distributions for easier analysis.

A look at new ways to improve brain imaging using OCT and dMRI.

Discover how deep learning transforms image creation with 3D synthesis.

A novel approach improves both image editing and reconstruction using GANs.