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Recent studies have shown remarkable success in face manipulation task with the advance of GANs and VAEs paradigms, but the outputs are sometimes limited to low-resolution and lack of diversity.
A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 1999
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Trueskill™: a bayesian skill rating system
Ralf Herbrich, Tom Minka, and Thore Graepel · 2007
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Multi-pie
Ralph Gross, Iain Matthews, Jeffrey Cohn, Takeo Kanade, and Simon Baker · 2010
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Presentation and validation of the radboud faces database
Oliver Langner, Ron Dotsch, Gijsbert Bijlstra, Daniel HJ Wigboldus, Skyler T Hawk, and AD Van Knippenberg · 2010
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Facewarehouse: A 3d facial expression database for visual computing
Chen Cao, Yanlin Weng, Shun Zhou, Yiying Tong, and Kun Zhou · 2014
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Auto-encoding variational bayes
Diederik P. Kingma and Max Welling · 2014
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Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 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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Learning structured output representation using deep conditional generative models
Kihyuk Sohn, Honglak Lee, and Xinchen Yan · 2015
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Improved techniques for training gans
Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen · 2016
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Weight normalization: A simple reparameterization to accelerate training of deep neural networks
Tim Salimans and Diederik P Kingma · 2016
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Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network
Wenzhe Shi, Jose Caballero, Ferenc Huszár, Johannes Totz, Andrew P Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang · 2016
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Face2face: Real-time face capture and reenactment of rgb videos
Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
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CVAE-GAN: fine-grained image generation through asymmetric training
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, and Gang Hua · 2017
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Photographic image synthesis with cascaded refinement networks
Qifeng Chen and Vladlen Koltun · 2017
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Improved training of wasserstein gans
Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, and Aaron C Courville · 2017
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017
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Beyond face rotation: Global and local perception gan for photorealistic and identity preserving frontal view synthesis
Rui Huang, Shu Zhang, Tianyu Li, and Ran He · 2017
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Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A. Efros · 2017
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Rankiqa: Learning from rankings for no-reference image quality assessment
Xialei Liu, Joost van de Weijer, and Andrew D. Bagdanov · 2017
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Pose guided person image generation
Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, and Luc Van Gool · 2017
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Least squares generative adversarial networks
Xudong Mao, Qing Li, Haoran Xie, Raymond YK Lau, Zhen Wang, and Stephen Paul Smolley · 2017
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Neural face editing with intrinsic image disentangling
Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, and Dimitris Samaras · 2017
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Diverse and accurate image description using a variational auto-encoder with an additive gaussian encoding space
Liwei Wang, Alexander Schwing, and Svetlana Lazebnik · 2017
Cited alongside, same era.
Towards large-pose face frontalization in the wild
Blind predicting similar quality map for image quality assessment
Da Pan, Ping Shi, Ming Hou, Zefeng Ying, Sizhe Fu, and Yuan Zhang · 2018
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Ganimation: Anatomically-aware facial animation from a single image
Albert Pumarola, Antonio Agudo, Aleix M. Martinez, Alberto Sanfeliu, and Francesc Moreno-Noguer · 2018
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Extending the capacity of cvae for face synthesis and modeling
Shengju Qian, Wayne Wu, Yangxiaokang Liu, Beier Zhu, and Fumin Shen · 2018
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Geometry-contrastive generative adversarial network for facial expression synthesis
Fengchun Qiao, Naiming Yao, Zirui Jiao, Zhihao Li, Hui Chen, and Hongan Wang · 2018
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Faceid-gan: Learning a symmetry three-player gan for identity-preserving face synthesis
Yujun Shen, Ping Luo, Junjie Yan, Xiaogang Wang, and Xiaoou Tang · 2018
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Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, and Manmohan Chandraker · 2017
Cited alongside, same era.
Towards open-set identity preserving face synthesis
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, and Gang Hua · 2018
Cited alongside, same era.
Large scale gan training for high fidelity natural image synthesis
Andrew Brock, Jeff Donahue, and Karen Simonyan · 2018
Cited alongside, same era.
Facelet-bank for fast portrait manipulation
Ying-Cong Chen, Huaijia Lin, Michelle Shu, Ruiyu Li, Xin Tao, Xiaoyong Shen, Yangang Ye, and Jiaya Jia · 2018
Cited alongside, same era.
Zeyuan Chen, Shaoliang Nie, Tianfu Wu, and Christopher G. Healey · 2018
Cited alongside, same era.
Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
Cited alongside, same era.
Uv-gan: Adversarial facial uv map completion for pose-invariant face recognition
Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, and Stefanos Zafeiriou · 2018
Cited alongside, same era.
Deforming autoencoders: Unsupervised disentangling of shape and appearance
Zhixin Shu, Mihir Sahasrabudhe, Riza Alp Güler, Dimitris Samaras, Nikos Paragios, and Iasonas Kokkinos · 2018
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Nonlinear 3d face morphable model
Luan Tran and Xiaoming Liu · 2018
Later among the works it cites.
On learning 3d face morphable model from in-the-wild images
Luan Tran and Xiaoming Liu · 2018
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Video-to-video synthesis
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 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
Later among the works it cites.
Every smile is unique: Landmark-guided diverse smile generation
Wei Wang, Xavier Alameda-Pineda, Dan Xu, Pascal Fua, Elisa Ricci, and Nicu Sebe · 2018
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Self-supervised learning of a facial attribute embedding from video
Olivia Wiles, A Koepke, and Andrew Zisserman · 2018
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X2face: A network for controlling face generation using images, audio, and pose codes
Olivia Wiles, A Sophia Koepke, and Andrew Zisserman · 2018
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Look at boundary: A boundary-aware face alignment algorithm
Wayne Wu, Chen Qian, Shuo Yang, Quan Wang, Yici Cai, and Qiang Zhou · 2018
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Reenactgan: Learning to reenact faces via boundary transfer
Wayne Wu, Yunxuan Zhang, Cheng Li, Chen Qian, and Chen Change Loy · 2018
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Pose guided human video generation
Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, and Dahua Lin · 2018
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Transgaga: Geometry-aware unsupervised image-to-image translation
Wayne Wu, Kaidi Cao, Cheng Li, Chen Qian, and Chen Change Loy · 2019
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