메뉴 건너뛰기




Volumn 8, Issue , 2018, Pages 5589-5626

Which training methods for GANs do actually converge?

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EID: 85057290214     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (611)

References (27)
  • 2
    • 85047000246 scopus 로고    scopus 로고
    • Towards principled methods for training generative adversarial networks
    • Aijovsky, M. and Bottou, L. Towards principled methods for training generative adversarial networks. CoRR, abs/1701.04862, 2017.
    • (2017) CoRR, Abs/1701.04862
    • Aijovsky, M.1    Bottou, L.2
  • 5
    • 85050948181 scopus 로고    scopus 로고
    • BEGAN: Boundary equilibrium generative adversarial networks
    • Berthelot, D., Schumm, T., and Metz, L. BEGAN: Boundary equilibrium generative adversarial networks. CoRR, abs/1703.10717, 2017.
    • (2017) CoRR, Abs/1703.10717
    • Berthelot, D.1    Schumm, T.2    Metz, L.3
  • 12
    • 58149088380 scopus 로고    scopus 로고
    • Nonlinear systems
    • New Jersey
    • Khalil, H. K. Nonlinear systems. Prentice-Hall, New Jersey, 2(5):5-10, 1996.
    • (1996) Prentice-Hall , vol.2 , Issue.5 , pp. 5-10
    • Khalil, H.K.1
  • 20
    • 85029497805 scopus 로고    scopus 로고
    • Unsupervised representation learning with deep convolutional generative adversarial networks
    • Radford, A., Metz, L., and Chintala, S. Unsupervised representation learning with deep convolutional generative adversarial networks. arXiv preprint arXiv:1511.06434, 2015.
    • (2015) ArXiv Preprint ArXiv:1511.06434
    • Radford, A.1    Metz, L.2    Chintala, S.3
  • 26
    • 85018506849 scopus 로고    scopus 로고
    • Lsun: Construction of a large-scale image dataset using deep learning with humans in the loop
    • Yu, F., Zhang, Y., Song, S., Seff, A., and Xiao, J. Lsun: Construction of a large-scale image dataset using deep learning with humans in the loop. arXiv preprint arXiv:1506.03365, 2015.
    • (2015) ArXiv Preprint ArXiv , vol.1506 , pp. 03365
    • Yu, F.1    Zhang, Y.2    Song, S.3    Seff, A.4    Xiao, J.5
  • 27
    • 85026325239 scopus 로고    scopus 로고
    • Energy-based generative adversarial network
    • Zhao, J. J., Mathieu, M., and LeCun, Y. Energy-based generative adversarial network. CoRR, abs/1609.03126, 2016.
    • (2016) CoRR, Abs/1609 , pp. 03126
    • Zhao, J.J.1    Mathieu, M.2    LeCun, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.