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LynnHo / AttGAN-Tensorflow

AttGAN: Facial Attribute Editing by Only Changing What You Want (IEEE TIP 2019)
MIT License
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More SOTA papers #34

Closed ChengBinJin closed 4 years ago

ChengBinJin commented 4 years ago

@LynnHo Hi, you did excellent work. I'm very interested in your work and some related topics such as Face Attribute Manipulation. I found that your paper is published on TIP 2019, but the arXiv version is much early about 2017. I'm a beginner in this area, so can you recommend me some newest related works? I'm very wondering how about the current progress and new concerns in this area.

LynnHo commented 4 years ago

@LynnHo Hi, you did excellent work. I'm very interested in your work and some related topics such as Face Attribute Manipulation. I found that your paper is published on TIP 2019, but the arXiv version is much early about 2017. I'm a beginner in this area, so can you recommend me some newest related works? I'm very wondering how about the current progress and new concerns in this area.

[1] Chen, Ying-Cong, Xiaohui Shen, Zhe Lin, Xin Lu, I-Ming Pao, and Jiaya Jia. “Semantic Component Decomposition for Face Attribute Manipulation,” n.d., 9. [2] Chen, Ying-Cong, Xiaogang Xu, Zhuotao Tian, and Jiaya Jia. “Homomorphic Latent Space Interpolation for Unpaired Image-to-Image Translation,” n.d., 9. [3] Lee, Cheng-Han, Ziwei Liu, Lingyun Wu, and Ping Luo. “MaskGAN: Towards Diverse and Interactive Facial Image Manipulation.” ArXiv:1907.11922 [Cs], July 27, 2019. http://arxiv.org/abs/1907.11922. [4] Liu, Ming, Yukang Ding, Min Xia, Xiao Liu, Errui Ding, Wangmeng Zuo, and Shilei Wen. “STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing,” April 22, 2019. https://arxiv.org/abs/1904.09709v1. [5] Sungatullina, Diana, Egor Zakharov, Dmitry Ulyanov, and Victor Lempitsky. “Image Manipulation with Perceptual Discriminators.” ArXiv:1809.01396 [Cs], September 5, 2018. http://arxiv.org/abs/1809.01396. [6] Wu, Po-Wei, Yu-Jing Lin, Che-Han Chang, Edward Y. Chang, and Shih-Wei Liao. “RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes.” ArXiv:1908.07269 [Cs], August 20, 2019. http://arxiv.org/abs/1908.07269.

These are some recent papers, you can read them and their references.

ChengBinJin commented 4 years ago

@LynnHo Thanks a lot!