survey.md

Survey on DGM

Here're some resources about Survey on DGM

ChatGPT is not all you need. A State of the Art Review of large Generative AI models

paper link: here

citation:

@article{gozalo2023chatgpt,
  title={ChatGPT is not all you need. A State of the Art Review of large Generative AI models},
  author={Gozalo-Brizuela, Roberto and Garrido-Merchan, Eduardo C},
  journal={arXiv preprint arXiv:2301.04655},
  year={2023}
}

Deep generative modelling: A comparative review of vaes, gans, normalizing flows, energy-based and autoregressive models

paper link: here

citation:

@article{bond2021deep,
  title={Deep generative modelling: A comparative review of vaes, gans, normalizing flows, energy-based and autoregressive models},
  author={Bond-Taylor, Sam and Leach, Adam and Long, Yang and Willcocks, Chris G},
  journal={IEEE transactions on pattern analysis and machine intelligence},
  year={2021},
  publisher={IEEE}
}

A comprehensive survey and analysis of generative models in machine learning

paper link: here

citation:

@article{harshvardhan2020comprehensive,
  title={A comprehensive survey and analysis of generative models in machine learning},
  author={Harshvardhan, GM and Gourisaria, Mahendra Kumar and Pandey, Manjusha and Rautaray, Siddharth Swarup},
  journal={Computer Science Review},
  volume={38},
  pages={100285},
  year={2020},
  publisher={Elsevier}
}