Generative AI in depth: A survey of recent advances, model variants, and real-world applications Article

Yazdani, Shamim, Singh, Akansha, Saxena, Nripsuta et al. (2025). Generative AI in depth: A survey of recent advances, model variants, and real-world applications . 12(1), 10.1186/s40537-025-01247-x

Open Access International Collaboration

cited authors

  • Yazdani, Shamim; Singh, Akansha; Saxena, Nripsuta; Wang, Zichong; Palikhe, Avash; Pan, Deng; Pal, Umapada; Yang, Jie; Zhang, Wenbin

authors

publication date

  • October 8, 2025

keywords

  • ADVERSARIAL NETWORKS
  • ALGORITHM
  • Artificial Intelligence
  • Computer Science
  • Computer Science, Theory & Methods
  • Deep Learning
  • Diffusion Models
  • Generative Adversarial Networks
  • IMAGE
  • Science & Technology
  • Technology
  • Variational Autoencoders
  • generative AI.

Digital Object Identifier (DOI)

publisher

  • SPRINGERNATURE

volume

  • 12

issue

  • 1