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The paper proposes a novel generative adversarial network for one-shot face reenactment, which can animate a single face image to a different pose-and-expression (provided by a driving image) while keeping its original appearance.
Facial action coding system: a technique for the measurement of facial movement
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U-Net: Convolutional Networks for Biomedical Image Segmentation
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Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network
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Face2face: Real-time face capture and reenactment of rgb videos
Thies, J.; Zollhofer, M.; Stamminger, M.; Theobalt, C.; and Nießner, M. 2016 · 2016
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Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization
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Image-to-Image Translation with Conditional Adversarial Networks
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Photo-realistic single image super-resolution using a generative adversarial network
Ledig, C.; Theis, L.; Huszár, F.; Caballero, J.; Cunningham, A.; Acosta, A.; Aitken, A.; Tejani, A.; Totz, J.; Wang, Z.; et al. 2017 · 2017
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Voxceleb: a large-scale speaker identification dataset
Nagrani, A.; Chung, J. S.; and Zisserman, A. 2017 · 2017
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Stacked hourglass network for robust facial landmark localisation
Yang, J.; Liu, Q.; and Zhang, K. 2017 · 2017
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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networkss
Zhu, J.-Y.; Park, T.; Isola, P.; and Efros, A. A. 2017 · 2017
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Large Scale GAN Training for High Fidelity Natural Image Synthesis
Brock, A.; Donahue, J.; and Simonyan, K. 2018 · 2018
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Reenactgan: Learning to reenact faces via boundary transfer
Wu, W.; Zhang, Y.; Li, C.; Qian, C.; and Change Loy, C. 2018 · 2018
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Arcface: Additive angular margin loss for deep face recognition
Deng, J.; Guo, J.; Xue, N.; and Zafeiriou, S. 2019 · 2019
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Fsgan: Subject agnostic face swapping and reenactment
Nirkin, Y.; Keller, Y.; and Hassner, T. 2019 · 2019
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Semantic image synthesis with spatially-adaptive normalization
Park, T.; Liu, M.-Y.; Wang, T.-C.; and Zhu, J.-Y. 2019 · 2019
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FaceForensics++: Learning to Detect Manipulated Facial Images
Rössler, A.; Cozzolino, D.; Verdoliva, L.; Riess, C.; Thies, J.; and Nießner, M. 2019 · 2019
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Few-shot adversarial learning of realistic neural talking head models
Zakharov, E.; Shysheya, A.; Burkov, E.; and Lempitsky, V. 2019 · 2019
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Warp-guided GANs for single-photo facial animation
Geng, J.; Shao, T.; Zheng, Y.; Weng, Y.; and Zhou, K. 2018 · 2018
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Deep video portraits
Kim, H.; Carrido, P.; Tewari, A.; Xu, W.; Thies, J.; Niessner, M.; Pérez, P.; Richardt, C.; Zollhöfer, M.; and Theobalt, C. 2018 · 2018
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Spectral normalization for generative adversarial networks
Miyato, T.; Kataoka, T.; Koyama, M.; and Yoshida, Y. 2018 · 2018
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Ganimation: Anatomically-aware facial animation from a single image
Pumarola, A.; Agudo, A.; Martinez, A. M.; Sanfeliu, A.; and Moreno-Noguer, F. 2018 · 2018
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High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
Wang, T.-C.; Liu, M.-Y.; Zhu, J.-Y.; Tao, A.; Kautz, J.; and Catanzaro, B. 2018 · 2018
Cited alongside, same era.
X2face: A network for controlling face generation using images, audio, and pose codes
Wiles, O.; Koepke, A.; and Zisserman, A. 2018 · 2018
Cited alongside, same era.
Animating Arbitrary Objects via Deep Motion Transfer
Siarohin, A.; Lathuilière, S.; Tulyakov, S.; Ricci, E.; and Sebe, N. 2019a
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One-shot Face Reenactment
Zhang, Y.; Zhang, S.; He, Y.; Li, C.; Loy, C. C.; and Liu, Z. 2019 · 2019
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Marionette: Few-shot face reenactment preserving identity of unseen targets
Ha, S.; Kersner, M.; Kim, B.; Seo, S.; and Kim, D. 2020 · 2020
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Celeb-df: A large-scale challenging dataset for deepfake forensics
Li, Y.; Yang, X.; Sun, P.; Qi, H.; and Lyu, S. 2020 · 2020
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Mesh Guided One-shot Face Reenactment Using Graph Convolutional Networks
Yao, G.; Yuan, Y.; Shao, T.; and Zhou, K. 2020 · 2020
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