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Facial appearance plays an important role in our social lives.
Physical attractiveness and dating choice: A test of the matching hypothesis
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Ronald E Riggio and Stanley B Woll · 1984
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Measuring the physical in physical attractiveness: quasi-experiments on the sociobiology of female facial beauty
Michael R Cunningham · 1986
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Social, psychological and cultural dimensions of cosmetic and reconstructive plastic surgery
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Body dysmorphic disorder: 30 cases of imagined ugliness
Katharine A Phillips, Susan L McElroy, Paul E Keck Jr, Harrison G Pope Jr, and James I Hudson · 1993
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Eileen Bradbury · 1994
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Effects of sexual dimorphism on facial attractiveness
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Quality-of-life outcomes after cosmetic surgery
Marlene Rankin, Gregory L Borah, Arthur W Perry, and Philip D Wey · 1998
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Symmetry and human facial attractiveness
David I Perrett, D Michael Burt, Ian S Penton-Voak, Kieran J Lee, Duncan A Rowland, and Rachel Edwards · 1999
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Facial attractiveness
Randy Thornhill and Steven W Gangestad · 1999
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Separating style and content with bilinear models
Joshua B Tenenbaum and William T Freeman · 2000
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Facial attractiveness: Beauty and the machine
Yael Eisenthal, Gideon Dror, and Eytan Ruppin · 2006
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Facial attractiveness: evolutionary based research
Anthony C Little, Benedict C Jones, and Lisa M DeBruine · 2011
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The social psychology of facial appearance
Ray Bull and Nichola Rumsey · 2012
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Deep self-taught learning for facial beauty prediction
Junying Gan, Lichen Li, Yikui Zhai, and Yinhua Liu · 2014
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
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Delving deep into rectifiers: Surpassing human-level performance on imagenet classification
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2015
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Deep learning face attributes in the wild
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang · 2015
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Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros · 2017
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Pairedcyclegan: Asymmetric style transfer for applying and removing makeup
Huiwen Chang, Jingwan Lu, Fisher Yu, and Adam Finkelstein · 2018
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Multimodal unsupervised image-to-image translation
Xun Huang, Ming-Yu Liu, Serge Belongie, and Jan Kautz · 2018
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Diverse image-to-image translation via disentangled representations
Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Maneesh Singh, and Ming-Hsuan Yang · 2018
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Diverse image-to-image translation via disentangled representations
Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Maneesh Kumar Singh, and Ming-Hsuan Yang · 2018
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Duorui Xie, Lingyu Liang, Lianwen Jin, Jie Xu, and Mengru Li · 2015
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A learned representation for artistic style
Vincent Dumoulin, Jonathon Shlens, and Manjunath Kudlur · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Disentangling factors of variation in deep representation using adversarial training
Michael F Mathieu, Junbo Jake Zhao, Junbo Zhao, Aditya Ramesh, Pablo Sprechmann, and Yann LeCun · 2016
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Semantically decomposing the latent spaces of generative adversarial networks
Chris Donahue, Zachary C Lipton, Akshay Balsubramani, and Julian McAuley · 2017
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Label distribution-based facial attractiveness computation by deep residual learning
Yang-Yu Fan, Shu Liu, Bo Li, Zhe Guo, Ashok Samal, Jun Wan, and Stan Z Li · 2017
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Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
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Beautygan: Instance-level facial makeup transfer with deep generative adversarial network
Tingting Li, Ruihe Qian, Chao Dong, Si Liu, Qiong Yan, Wenwu Zhu, and Liang Lin · 2018
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Scut-fbp5500: A diverse benchmark dataset for multi-paradigm facial beauty prediction
Lingyu Liang, Luojun Lin, Lianwen Jin, Duorui Xie, and Mengru Li · 2018
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Exemplar guided unsupervised image-to-image translation with semantic consistency
Liqian Ma, Xu Jia, Stamatios Georgoulis, Tinne Tuytelaars, and Luc Van Gool · 2018
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High-resolution image synthesis and semantic manipulation with conditional gans
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
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Face aging with identity-preserved conditional generative adversarial networks
Zongwei Wang, Xu Tang, Weixin Luo, and Shenghua Gao · 2018
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A light cnn for deep face representation with noisy labels
Xiang Wu, Ran He, Zhenan Sun, and Tieniu Tan · 2018
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Beautyglow: On-demand makeup transfer framework with reversible generative network
Hung-Jen Chen, Ka-Ming Hui, Szu-Yu Wang, Li-Wu Tsao, Hong-Han Shuai, and Wen-Huang Cheng · 2019
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
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Understanding beauty via deep facial features
Xudong Liu, Tao Li, Hao Peng, Iris Chuoying Ouyang, Taehwan Kim, and Ruizhe Wang · 2019
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