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The tremendous success of deep learning for imaging applications has resulted in numerous beneficial advances.
Poisson image editing
P. Pérez, M. Gangnet, and A. Blake · 2003
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Exchanging faces in images
V. Blanz, K. Scherbaum, T. Vetter, and H.-P. Seidel · 2004
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Surf: Speeded up robust features
H. Bay, T. Tuytelaars, and L. Van Gool · 2006
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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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Face swapping: automatically replacing faces in photographs
D. Bitouk, N. Kumar, S. Dhillon, P. Belhumeur, and S. K. Nayar · 2008
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Imagenet: A large-scale hierarchical image database
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009
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Human spontaneous gaze patterns in viewing of faces of different species
K. Guo, D. Tunnicliffe, and H. Roebuck · 2010
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Video face replacement
K. Dale, K. Sunkavalli, M. K. Johnson, D. Vlasic, W. Matusik, and H. Pfister · 2011
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Pac subset selection in stochastic multi-armed bandits
S. Kalyanakrishnan, A. Tewari, P. Auer, and P. Stone · 2012
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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
Cited alongside, same era.
Deep learning in neural networks: An overview
J. Schmidhuber · 2015
Cited alongside, same era.
On the complexity of best-arm identification in multi-armed bandit models
E. Kaufmann, O. Cappé, and A. Garivier · 2016
Cited alongside, same era.
Swapped! digital face presentation attack detection via weighted local magnitude pattern
A. Agarwal, R. Singh, M. Vatsa, and A. Noore · 2017
Cited alongside, same era.
Fast face-swap using convolutional neural networks
I. Korshunova, W. Shi, J. Dambre, and L. Theis · 2017
Cited alongside, same era.
Swapitup: A face swap application for privacy protection
S. Mahajan, L.-J. Chen, and T.-C. Tsai · 2017
Cited alongside, same era.
Fake face detection methods: Can they be generalized?
A. Khodabakhsh, R. Ramachandra, K. Raja, P. Wasnik, and C. Busch · 2018
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Deepfakes: a new threat to face recognition? assessment and detection
P. Korshunov and S. Marcel · 2018
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Rsgan: face swapping and editing using face and hair representation in latent spaces
R. Natsume, T. Yatagawa, and S. Morishima · 2018
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On face segmentation, face swapping, and face perception
Y. Nirkin, I. Masi, A. T. Tuan, T. Hassner, and G. Medioni · 2018
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https://www.bbc.com/news/technology-42912529
Deepfakes porn has serious consequences - bbc news · 2019
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Grad-cam: Visual explanations from deep networks via gradient-based localization
R. R. Selvaraju, M. Cogswell, A. Das, R. Vedantam, D. Parikh, and D. Batra · 2017
Cited alongside, same era.
Automated face swapping and its detection
Y. Zhang, L. Zheng, and V. L. Thing · 2017
Cited alongside, same era.
Approximate ranking from pairwise comparisons
R. Heckel, M. Simchowitz, K. Ramchandran, and M. J. Wainwright · 2018
Cited alongside, same era.
Github - shaoanlu/faceswap-gan: A denoising autoencoder + adversarial losses and attention mechanisms for face swapping · 2019
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Face swapping: Realistic image synthesis based on facial landmarks alignment
D. Chen, Q. Chen, J. Wu, X. Yu, and T. Jia · 2019
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Faceforensics++: Learning to detect manipulated facial images
A. Rössler, D. Cozzolino, L. Verdoliva, C. Riess, J. Thies, and M. Nießner · 2019
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