A survey on GANs for computer vision: Recent research, analysis and ...
...This survey focuses on contextualizing the recent progress in the GAN field, reviewing the different variants that have been lately presented and how they address the main problems of training GANs....
https://www.sciencedirect.com/science/article/pii/S1574013723000205
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy
...Focusing on the degree to which popular GAN technologies have made progress against these challenges, we provide a detailed review of the state of the art in GAN-related research in the published scientific literature....
https://arxiv.org/abs/1906.01529
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy
...Focusing on the degree to which popular GAN technologies have made progress against these challenges, we provide a detailed review of the state-of-the-art in GAN-related research in the published scientific literature....
https://dl.acm.org/doi/fullHtml/10.1145/3439723
A survey on GANs for computer vision: Recent research, analysis and ...
...Our survey aims to provide a general overview of GANs, showing the latest architectures, optimizations of the loss functions, validation metrics and application areas of the most widely......
https://www.researchgate.net/profile/Guillermo-Iglesias-Hernandez/publication/359411195_A_survey_on_GANs_for_computer_vision_Recent_research_analysis_and_taxonomy/links/623b4bb7f559847a6614267c/A-survey-on-GANs-for-computer-vision-Recent-research-analysis-and-taxonomy.pdf?origin=publication_detail
A survey on GANs for computer vision: Recent research, analysis and ...
...QuGAN [124] proposes a GAN architecture powered by quan-tum computing. By using quantum computing, GANs are hugely optimized, reducing a 98.5% of its parameter set compared to traditional GANs....
https://oa.upm.es/80984/1/10035108.pdf
GitHub - sheqi/GAN_Review: A Survey and Taxonomy of the Recent GANs ...
...We have classified the two GAN-variants research lines based on recent GAN developments, below we provide a summary and the demo code of these models. We have tested the codes below and tried to summary some of lightweight and easy-to-reuse module of state-of-the-art GANs....
https://github.com/sheqi/GAN_Review
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy
...Focusing on the degree to which popular GAN technologies have made progress against these challenges, we provide a detailed review of the state of the art in GAN-related research in the published scientific literature....
https://qi-she.net/publication/csur20/
Generative Adversarial Networks: A Survey and Taxonomy
...In this paper, we review and critically discuss 7 architecture-variant GANs and 9 loss-variant GANs for remedying those three challenges. The objective of this review is to provide an insight on the footprint that current GANs research focuses on the performance improvement....
https://deepai.org/publication/generative-adversarial-networks-a-survey-and-taxonomy
A survey on GANs for computer vision: Recent research, analysis and ...
...Our survey aims to provide a general overview of GANs, showing the latest architectures, optimizations of the loss functions, validation metrics and application areas of the most widely recognized variants....
https://arxiv.org/abs/2203.11242
A survey on GANs for computer vision: Recent research, analysis ... - UPM
...Our survey aims to provide a general overview of GANs, showing the latest architectures, optimizations of the loss functions, validation metrics and application areas of the most widely recognized variants....
https://oa.upm.es/80984/
A survey on GANs for computer vision: Recent research, analysis and ...
...M. Zhu, P. Pan, W. Chen, Y. Yang, DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-To-Image Synthesis, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR, 2019....
https://ouci.dntb.gov.ua/en/works/4aGkb869/
A survey on GANs for computer vision: Recent research, analysis and ...
...Our survey aims to provide a general overview of GANs, showing the latest architectures, optimizations of the loss functions, validation metrics and application areas of the most widely recognized variants....
https://www.catalyzex.com/paper/a-survey-on-gans-for-computer-vision-recent