Fetching the paper…
Reading the bibliography…
Several recent works have shown how highly realistic human head images can be obtained by training convolutional neural networks to generate them.
The uncanny valley
Masahiro Mori · 1970
Earlier work this paper cites.
View morphing
Steven M Seitz and Charles R Dyer · 1996
Earlier work this paper cites.
A morphable model for the synthesis of 3d faces
Volker Blanz, Thomas Vetter, et al · 1999
Earlier work this paper cites.
Image quality assessment: From error visibility to structural similarity
Zhou Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli · 2004
Earlier work this paper cites.
The Digital Emily project: Achieving a photorealistic digital actor
Oleg Alexander, Mike Rogers, William Lambeth, Jen-Yuan Chiang, Wan-Chun Ma, Chuan-Chang Wang, and Paul Debevec · 2010
Earlier work this paper cites.
Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
Earlier work this paper cites.
Caffe: Convolutional architecture for fast feature embedding
Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, and Trevor Darrell · 2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba · 2014
Earlier work this paper cites.
Conditional generative adversarial nets
Simon Osindero Mehdi Mirza · 2014
Earlier work this paper cites.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 2015
Earlier work this paper cites.
Deep face recognition
O. M. Parkhi, A. Vedaldi, and A. Zisserman · 2015
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2015
Earlier work this paper cites.
Deepwarp: Photorealistic image resynthesis for gaze manipulation
Yaroslav Ganin, Daniil Kononenko, Diana Sungatullina, and Victor Lempitsky · 2016
Earlier work this paper cites.
Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
Earlier work this paper cites.
Face2face: Real-time face capture and reenactment of RGB videos
Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
Earlier work this paper cites.
Instance normalization: The missing ingredient for fast stylization
Dmitry Ulyanov, Andrea Vedaldi, and Victor S. Lempitsky · 2016
Cited alongside, same era.
Bringing portraits to life
Hadar Averbuch-Elor, Daniel Cohen-Or, Johannes Kopf, and Michael F Cohen · 2017
Cited alongside, same era.
How far are we from solving the 2d & 3d face alignment problem? (and a dataset of 230, 000 3d facial landmarks)
Adrian Bulat and Georgios Tzimiropoulos · 2017
Cited alongside, same era.
Model-agnostic meta-learning for fast adaptation of deep networks
Chelsea Finn, Pieter Abbeel, and Sergey Levine · 2017
Cited alongside, same era.
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
Cited alongside, same era.
Deep appearance models for face rendering
Stephen Lombardi, Jason Saragih, Tomas Simon, and Yaser Sheikh · 2018
Later among the works it cites.
paGAN: real-time avatars using dynamic textures
Koki Nagano, Jaewoo Seo, Jun Xing, Lingyu Wei, Zimo Li, Shunsuke Saito, Aviral Agarwal, Jens Fursund, Hao Li, Richard Roberts, et al · 2018
Later among the works it cites.
Ganimation: Anatomically-aware facial animation from a single image
Albert Pumarola, Antonio Agudo, Aleix M Martinez, Alberto Sanfeliu, and Francesc Moreno-Noguer · 2018
Later among the works it cites.
Deforming autoencoders: Unsupervised disentangling of shape and appearance
Zhixin Shu, Mihir Sahasrabudhe, Riza Alp Guler, Dimitris Samaras, Nikos Paragios, and Iasonas Kokkinos · 2018
Later among the works it cites.
cgans with projection discriminator
Masanori Koyama Takeru Miyato · 2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Arbitrary style transfer in real-time with adaptive instance normalization
Xun Huang and Serge Belongie · 2017
Cited alongside, same era.
Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A. Efros · 2017
Cited alongside, same era.
Voxceleb: a large-scale speaker identification dataset
Arsha Nagrani, Joon Son Chung, and Andrew Zisserman · 2017
Cited alongside, same era.
Synthesizing Obama: learning lip sync from audio
Supasorn Suwajanakorn, Steven M Seitz, and Ira Kemelmacher-Shlizerman · 2017
Cited alongside, same era.
Augmenting image classifiers using data augmentation generative adversarial networks
Antreas Antoniou, Amos J. Storkey, and Harrison Edwards · 2018
Cited alongside, same era.
Neural voice cloning with a few samples
Sercan Arik, Jitong Chen, Kainan Peng, Wei Ping, and Yanqi Zhou · 2018
Cited alongside, same era.
Voxceleb2: Deep speaker recognition
Joon Son Chung, Arsha Nagrani, and Andrew Zisserman · 2018
Cited alongside, same era.
Masanori Koyama Yuichi Yoshida Takeru Miyato, Toshiki Kataoka · 2018
Later among the works it cites.
A style-based generator architecture for generative adversarial networks
Timo Aila Tero Karras, Samuli Laine · 2018
Later among the works it cites.
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, and Bryan Catanzaro · 2018
Later among the works it cites.
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.
X2face: A network for controlling face generation using images, audio, and pose codes
Olivia Wiles, A. Sophia Koepke, and Andrew Zisserman · 2018
Later among the works it cites.
Chengxiang Yin, Jian Tang, Zhiyuan Xu, and Yanzhi Wang · 2018
Later among the works it cites.
Metagan: An adversarial approach to few-shot learning
Ruixiang Zhang, Tong Che, Zoubin Ghahramani, Yoshua Bengio, and Yangqiu Song · 2018
Later among the works it cites.
Large scale GAN training for high fidelity natural image synthesis
Andrew Brock, Jeff Donahue, and Karen Simonyan · 2019
Closest in time.
Arcface: Additive angular margin loss for deep face recognition
Jiankang Deng, Jia Guo, Xue Niannan, and Stefanos Zafeiriou · 2019
Closest in time.
Self-attention generative adversarial networks
Han Zhang, Ian Goodfellow, Dimitris Metaxas, and Augustus Odena · 2019
Closest in time.