Scinovex
Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Generative Adversarial Networks and Image Synthesis

This cluster of papers focuses on the application of Generative Adversarial Networks (GANs) in image processing, including image synthesis, style transfer, representation learning, and unsupervised learning. The papers cover various techniques such as image inpainting, texture synthesis, and conditional generative models using deep learning and neural networks.

58.3K works worldwide885.2K citations
Generative Adversarial NetworksImage SynthesisDeep LearningNeural NetworksImage InpaintingStyle TransferRepresentation LearningUnsupervised LearningConditional Generative ModelsTexture Synthesis

Journals publishing in this area

1IEEE Transactions on Image Processing cover
IEEE Transactions on Image Processing
ISSN 1057-7149386 articles in this topic
391h-index
2IEEE Transactions on Pattern Analysis and Machine Intelligence cover
547h-index
3ACM Transactions on Graphics cover
ACM Transactions on Graphics
ISSN 0730-0301329 articles in this topic
310h-index
4
International Journal of Computer Vision
ISSN 0920-5691225 articles in this topic
287h-index