A survey on generative adversarial networks: Variants, applications, and training

A Jabbar, X Li, B Omar - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
The Generative Models have gained considerable attention in unsupervised learning via a
new and practical framework called Generative Adversarial Networks (GAN) due to their …

Generative adversarial networks in medicine: important considerations for this emerging innovation in artificial intelligence

PS Paladugu, J Ong, N Nelson, SA Kamran… - Annals of biomedical …, 2023 - Springer
The advent of artificial intelligence (AI) and machine learning (ML) has revolutionized the
field of medicine. Although highly effective, the rapid expansion of this technology has …

Magicpose: Realistic human poses and facial expressions retargeting with identity-aware diffusion

D Chang, Y Shi, Q Gao, J Fu, H Xu, G Song… - ar**_via_Attention_for_Multi-Person_ICCV_2021_paper.pdf" data-clk="hl=sr&sa=T&oi=gga&ct=gga&cd=7&d=6889898487650696675&ei=G-LBZ9ygF9q16rQPjs6rqQ8" data-clk-atid="473rlivWnV8J" target="_blank">[PDF] thecvf.com

The center of attention: Center-keypoint grou** via attention for multi-person pose estimation

G Brasó, N Kister, L Leal-Taixé - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We introduce CenterGroup, an attention-based framework to estimate human poses from a
set of identity-agnostic keypoints and person center predictions in an image. Our approach …

Style and pose control for image synthesis of humans from a single monocular view

K Sarkar, V Golyanik, L Liu, C Theobalt - arxiv preprint arxiv:2102.11263, 2021 - arxiv.org
Photo-realistic re-rendering of a human from a single image with explicit control over body
pose, shape and appearance enables a wide range of applications, such as human …

RETRACTED ARTICLE: A comprehensive survey on generative adversarial networks used for synthesizing multimedia content

L Kumar, DK Singh - Multimedia Tools and Applications, 2023 - Springer
GAN's are playing an important role in creating and generating a new set of data from the
previously available content. GAN models are impressive in the results for image and video …