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The advance of Generative Adversarial Networks (GANs) enables realistic face image synthesis.
A morphable model for the synthesis of 3d faces
V. Blanz and T. Vetter · 1999
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Labeled faces in the wild: A database for studying face recognition in unconstrained environments
G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller · 2007
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A 3d face model for pose and illumination invariant face recognition
P. Paysan, R. Knothe, B. Amberg, S. Romdhani, and T. Vetter · 2009
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Deep convolutional network cascade for facial point detection
Y. Sun, X. Wang, and X. Tang · 2013
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Facewarehouse: A 3d facial expression database for visual computing
C. Cao, Y. Weng, S. Zhou, Y. Tong, and K. Zhou · 2014
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Generative adversarial nets
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio · 2014
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Auto-encoding variational bayes
D. P. Kingma and M. Welling · 2014
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Learning face representation from scratch
D. Yi, Z. Lei, S. Liao, and S. Z. Li · 2014
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Adam: A method for stochastic optimization
D. Kingma and J. Ba · 2015
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Pushing the frontiers of unconstrained face detection and recognition: Iarpa janus benchmark a
B. F. Klare, B. Klein, E. Taborsky, A. Blanton, J. Cheney, K. Allen, P. Grother, A. Mah, and A. K. Jain · 2015
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Deep learning face attributes in the wild
Z. Liu, P. Luo, X. Wang, and X. Tang · 2015
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Rotating your face using multi-task deep neural network
J. Yim, H. Jung, B. Yoo, C. Choi, D. Park, and J. Kim · 2015
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High-fidelity pose and expression normalization for face recognition in the wild
X. Zhu, Z. Lei, J. Yan, D. Yi, and S. Z. Li · 2015
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Infogan: Interpretable representation learning by information maximizing generative adversarial nets
X. Chen, Y. Duan, R. Houthooft, J. Schulman, I. Sutskever, and P. Abbeel · 2016
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Ms-celeb-1m: A dataset and benchmark for large-scale face recognition
Y. Guo, L. Zhang, Y. Hu, X. He, and J. Gao · 2016
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
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Attribute2image: Conditional image generation from visual attributes
X. Yan, J. Yang, K. Sohn, and H. Lee · 2016
Cited alongside, same era.
Face alignment across large poses: A 3d solution
X. Zhu, Z. Lei, X. Liu, H. Shi, and S. Z. Li · 2016
Cited alongside, same era.
M. Arjovsky, S. Chintala, and L. Bottou · 2017
Cited alongside, same era.
Cvae-gan: Fine-grained image generation through asymmetric training
J. Bao, D. Chen, F. Wen, H. Li, and G. Hua · 2017
Cited alongside, same era.
Began: Boundary equilibrium generative adversarial networks
D. Berthelot, T. Schumm, and L. Metz · 2017
Cited alongside, same era.
Synthesizing normalized faces from facial identity features
Disentangled representation learning gan for pose-invariant face recognition
L. Tran, X. Yin, and X. Liu · 2017
Later among the works it cites.
Towards large-pose face frontalization in the wild
X. Yin, X. Yu, K. Sohn, X. Liu, and M. Chandraker · 2017
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Dual-agent gans for photorealistic and identity preserving profile face synthesis
J. Zhao, L. Xiong, P. K. Jayashree, J. Li, F. Zhao, Z. Wang, P. S. Pranata, P. S. Shen, S. Yan, and J. Feng · 2017
Later among the works it cites.
Finding tiny faces in the wild with generative adversarial network
Y. Bai, Y. Zhang, M. Ding, and B. Ghanem · 2018
Closest in time.
Towards open-set identity preserving face synthesis
J. Bao, D. Chen, F. Wen, H. Li, and G. Hua · 2018
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Face sketch synthesis with style transfer using pyramid column feature
C. Chen, X. Tan, and K.-Y. K. Wong · 2018
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F. Cole, D. Belanger, D. Krishnan, A. Sarna, I. Mosseri, and W. T. Freeman · 2017
Cited alongside, same era.
Generative multi-adversarial networks
I. Durugkar, I. Gemp, and S. Mahadevan · 2017
Cited alongside, same era.
Multi-generator gernerative adversarial nets
Q. Hoang, T. D. Nguyen, T. Le, and D. Phung · 2017
Cited alongside, same era.
Beyond face rotation: Global and local perception gan for photorealistic and identity preserving frontal view synthesis
R. Huang, S. Zhang, T. Li, and R. He · 2017
Cited alongside, same era.
Dyadgan: Generating facial expressions in dyadic interactions
Y. Huang and S. M. Khan · 2017
Cited alongside, same era.
Fader networks: Manipulating images by sliding attributes
G. Lample, N. Zeghidour, N. Usunier, A. Bordes, L. Denoyer, et al · 2017
Cited alongside, same era.
Triple generative adversarial nets
C. LI, T. Xu, J. Zhu, and B. Zhang · 2017
Cited alongside, same era.
Closest in time.
Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Y. Choi, M. Choi, M. Kim, J.-W. Ha, S. Kim, and J. Choo · 2018
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Semantically decomposing the latent spaces of generative adversarial networks
C. Donahue, A. Balsubramani, J. McAuley, and Z. C. Lipton · 2018
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Progressive growing of gans for improved quality, stability, and variation
T. Karras, T. Aila, S. Laine, and J. Lehtinen · 2018
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Exploring disentangled feature representation beyond face identification
Y. Liu, F. Wei, J. Shao, L. Sheng, J. Yan, and X. Wang · 2018
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Faceid-gan: Learning a symmetry three-player gan for identity-preserving face synthesis
Y. Shen, P. Luo, J. Yan, X. Wang, and X. Tang · 2018
Closest in time.
High-resolution image synthesis and semantic manipulation with conditional gans
T.-C. Wang, M.-Y. Liu, J.-Y. Zhu, A. Tao, J. Kautz, and B. Catanzaro · 2018
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Face aging with identity-preserved conditional generative adversarial networks
Z. Wang, X. Tang, W. Luo, and S. Gao · 2018
Closest in time.
Towards pose invariant face recognition in the wild
J. Zhao, Y. Cheng, Y. Xu, L. Xiong, J. Li, F. Zhao, K. Jayashree, S. Pranata, S. Shen, J. Xing, et al · 2018
Closest in time.
3d-aided deep pose-invariant face recognition
J. Zhao, L. Xiong, Y. Cheng, Y. Cheng, J. Li, L. Zhou, Y. Xu, J. Karlekar, S. Pranata, S. Shen, et al · 2018
Closest in time.