生成对抗网络 (GAN) 经典文献：必读论文列表

以下列出了生成对抗网络 (GAN) 领域中一些重要的经典文献：

Goodfellow, Ian, et al. 'Generative adversarial nets.' Advances in neural information processing systems. 2014.
Arjovsky, Martin, Soumith Chintala, and Léon Bottou. 'Wasserstein GAN.' arXiv preprint arXiv:1701.07875 (2017).
Mirza, Mehdi, and Simon Osindero. 'Conditional generative adversarial nets.' arXiv preprint arXiv:1411.1784 (2014).
Radford, Alec, Luke Metz, and Soumith Chintala. 'Unsupervised representation learning with deep convolutional generative adversarial networks.' arXiv preprint arXiv:1511.06434 (2015).
Salimans, Tim, et al. 'Improved techniques for training GANs.' Advances in neural information processing systems. 2016.
Denton, Emily L., Soumith Chintala, and Rob Fergus. 'Deep generative image models using a Laplacian pyramid of adversarial networks.' Advances in neural information processing systems. 2015.
Liu, Ziwei, et al. 'Coupled generative adversarial networks.' Advances in neural information processing systems. 2016.
Isola, Phillip, et al. 'Image-to-image translation with conditional adversarial networks.' Proceedings of the IEEE conference on computer vision and pattern recognition. 2017.
Zhu, Jun-Yan, et al. 'Unpaired image-to-image translation using cycle-consistent adversarial networks.' Proceedings of the IEEE international conference on computer vision. 2017.
Brock, Andrew, Jeff Donahue, and Karen Simonyan. 'Large scale GAN training for high fidelity natural image synthesis.' arXiv preprint arXiv:1809.11096 (2018).