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Deep neural networks (DNNs) trained on large-scale datasets have recently achieved impressive improvements in face recognition.
A network that learns to recognize 3-dimensional objects
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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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Multi-view discriminant analysis
M. Kan, S. Shan, H. Zhang, S. Lao, and X. Chen · 2012
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Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
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Disentangling factors of variation for facial expression recognition
S. Rifai, Y. Bengio, A. Courville, P. Vincent, and M. Mirza · 2012
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Generalized multiview analysis: A discriminative latent space
A. Sharma, A. Kumar, H. D. III, and D. Jacobs · 2012
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300 faces in-the-wild challenge: The first facial landmark localization challenge
C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2013
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Deep learning identity-preserving face space
Z. Zhu, P. Luo, 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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Stacked progressive auto-encoders (spae) for face recognition across poses
M. Kan, S. Shan, H. Chang, and X. Chen · 2014
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Adam: A method for stochastic optimization
D. Kingma and J. Ba · 2014
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Learning to disentangle factors of variation with manifold interaction
S. Reed, K. Sohn, Y. Zhang, and H. Lee · 2014
Cited alongside, same era.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
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Deep learning face representation by joint identification-verification
Y. Sun, Y. Chen, X. Wang, and X. Tang · 2014
Cited alongside, same era.
Deep learning face representation from predicting 10,000 classes
Y. Sun, X. Wang, and X. Tang · 2014
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DeepFace: Closing the gap to Human-Level performance in face verification
Y. Taigman, M. Yang, M. Ranzato, and L. Wolf · 2014
Cited alongside, same era.
Learning face representation from scratch
D. Yi, Z. Lei, S. Liao, and S. Z. Li · 2014
Cited alongside, same era.
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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Fisher vector encoded deep convolutional features for unconstrained face verification
J.-C. Chen, J. Zheng, V. Patel, and R. Chellappa · 2016
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Multi-view deep network for cross-view classification
M. Kan, S. Shan, and X. Chen · 2016
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Head reconstruction from internet photos
S. Liang, L. Shapiro, and I. Kemelmacher-Shlizerman · 2016
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Do we really need to collect millions of faces for effective face recognition?
I. Masi, A. T. an Trãn, T. Hassner, J. T. Leksut, and G. Medioni · 2016
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Pose-aware face recognition in the wild
I. Masi, S. Rawls, G. Medioni, and P. Natarajan · 2016
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Consensus of regression for occlusion-robust facial feature localization
X. Yu, Z. Lin, J. Brandt, and D. N. Metaxas · 2014
Cited alongside, same era.
Multi-view perceptron: a deep model for learning face identity and view representations
Z. Zhu, P. Luo, X. Wang, and X. Tang · 2014
Cited alongside, same era.
Beyond principal components: Deep boltzmann machines for face modeling
C. N. Duong, K. Luu, K. G. Quach, and T. D. Bui · 2015
Cited alongside, same era.
Effective face frontalization in unconstrained image
T. Hassner, S. Harel, E. Paz, and R. Enbar · 2015
Cited alongside, same era.
Deep convolutional inverse graphics network
T. D. Kulkarni, W. F. Whitney, P. Kohli, and J. Tenenbaum · 2015
Cited alongside, same era.
Hierarchical-pep model for real-world face recognition
H. Li and G. Hua · 2015
Cited alongside, same era.
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Triplet probabilistic embedding for face verification and clustering
S. Sankaranarayanan, A. Alavi, C. Castillo, and R. Chellappa · 2016
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Frontal to profile face vefirication in the wild
S. Sengupta, J.-C. Chen, C. Castillo, V. Patel, R. Chellappa, and D. Jacobs · 2016
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Improved deep metric learning with multi-class n-pair loss objective
K. Sohn · 2016
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Regressing robust and discriminative 3d morphable models with a very deep neural network
A. T. Tran, T. Hassner, I. Masi, and G. G. Medioni · 2016
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A discriminative feature learning approach for deep face recognition
Y. Wen, K. Zhang, Z. Li, and Y. Qiao · 2016
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Deep deformation network for object landmark localization
X. Yu, F. Zhou, and M. Chandraker · 2016
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Face alignment across large poses: A 3d solution
X. Zhu, Z. Lei, X. Liu, H. Shi, and S. Li · 2016
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Toward personalized modeling: Incremental and ensemble alignment for sequential faces in the wild
X. Peng, S. Zhang, Y. Yu, and D. N. Metaxas · 2017
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Disentangled representation learning gan for pose-invariant face recognition
L. Tran, X. Yin, and X. Liu · 2017
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Leveraging multiple cues for recognizing family photos
X. Wang, G. Guo, M. Merler, N. C. Codella, M. Rohith, J. R. Smith, and C. Kambhamettu · 2017
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Towards large-pose face frontalization in the wild
X. Yin, X. Yu, K. Sohn, X. Liu, and M. Chandraker · 2017
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