chenxin1-5 / deep-learning-paper-roadmap

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GANs

[1] A. Radford, L. Metz, and S. Chintala. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks. Submitted on 19 Nov 2015 (v1), last revised 7 Jan 2016 (this version, v2). [pdf].

[2] Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, Xi Chen. Improved Techniques for Training GANs. Submitted on 10 Jun 2016. [pdf].

[3] Mehdi Mirza, Simon Osindero. Conditional Generative Adversarial Nets. Submitted on 6 Nov 2014). [pdf].

[4] Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen. Progressive Growing of GANs for Improved Quality, Stability, and Variation. Submitted on 27 Oct 2017 (v1), last revised 26 Feb 2018 (this version, v3). [pdf].

[5] Andrew Brock, Jeff Donahue, Karen Simonyan. Large Scale GAN Training for High Fidelity Natural Image Synthesis. Submitted on 28 Sep 2018 (v1), last revised 25 Feb 2019 (this version, v2). [pdf].

[6] Tero Karras, Samuli Laine, Timo Aila. A Style-Based Generator Architecture for Generative Adversarial Networks. Submitted on 12 Dec 2018 (v1), last revised 29 Mar 2019 (this version, v3). [pdf].

[7] Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. Submitted on 30 Mar 2017 (v1), last revised 15 Nov 2018 (this version, v6). [pdf].

[8] Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros. Image-to-Image Translation with Conditional Adversarial Networks. Submitted on 21 Nov 2016 (v1), last revised 26 Nov 2018 (this version, v3). [pdf].

[9] Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris Metaxas. StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks. Submitted on 10 Dec 2016 (v1), last revised 5 Aug 2017 (this version, v2). [pdf].

[10] Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio. Generative Adversarial Networks. Submitted on 10 Jun 2014. [pdf].

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