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In this work, we propose a high fidelity face swapping method, called HifiFace, which can well preserve the face shape of the source face and generate photo-realistic results.
A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 1999
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Creating a photoreal digital actor: The digital emily project
Oleg Alexander, Mike Rogers, William Lambeth, Matt Chiang, and Paul Debevec · 2009
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Face2face: Real-time face capture and reenactment of rgb videos
Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
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Image-to-image translation with conditional adversarial networks
Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, and Alexei A Efros · 2017
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Vggface2: A dataset for recognising faces across pose and age
Qiong Cao, Li Shen, Weidi Xie, Omkar M Parkhi, and Andrew Zisserman · 2018
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Fsnet: An identity-aware generative model for image-based face swapping
Ryota Natsume, Tatsuya Yatagawa, and Shigeo Morishima · 2018
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On face segmentation, face swapping, and face perception
Yuval Nirkin, Iacopo Masi, Anh Tran Tuan, Tal Hassner, and Gerard Medioni · 2018
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The unreasonable effectiveness of deep features as a perceptual metric
Richard Zhang, Phillip Isola, Alexei A Efros, Eli Shechtman, and Oliver Wang · 2018
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Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set
Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, and Xin Tong · 2019
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The deepfake detection challenge (dfdc) preview dataset
Brian Dolhansky, Russ Howes, Ben Pflaum, Nicole Baram, and Cristian Canton Ferrer · 2019
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
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Faceshifter: Towards high fidelity and occlusion aware face swapping
Lingzhi Li, Jianmin Bao, Hao Yang, Dong Chen, and Fang Wen · 2019
Cited alongside, same era.
Simswap: An efficient framework for high fidelity face swapping
Renwang Chen, Xuanhong Chen, Bingbing Ni, and Yanhao Ge · 2020
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Stargan v2: Diverse image synthesis for multiple domains
Yunjey Choi, Youngjung Uh, Jaejun Yoo, and Jung-Woo Ha · 2020
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http://trillionpairs.deepglint.com
DeepGlint · 2020
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https://github.com/ondyari/faceforensics/ tree/master/dataset/faceswapkowalski
FaceSwap · 2020
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Curricularface: adaptive curriculum learning loss for deep face recognition
Yuge Huang, Yuhan Wang, Ying Tai, Xiaoming Liu, Pengcheng Shen, Shaoxin Li, Jilin Li, and Feiyue Huang · 2020
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Deeperforensics-1.0: A large-scale dataset for real-world face forgery detection
Liming Jiang, Ren Li, Wayne Wu, Chen Qian, and Chen Change Loy · 2020
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Identity preserving generative adversarial network for cross-domain person re-identification
Jialun Liu, Wenhui Li, Hongbin Pei, Ying Wang, Feng Qu, You Qu, and Yuhao Chen · 2019
Cited alongside, same era.
Fsgan: Subject agnostic face swapping and reenactment
Yuval Nirkin, Yosi Keller, and Tal Hassner · 2019
Cited alongside, same era.
Faceforensics++: Learning to detect manipulated facial images
Andreas Rossler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner · 2019
Cited alongside, same era.
Learning to regress 3d face shape and expression from an image without 3d supervision
Soubhik Sanyal, Timo Bolkart, Haiwen Feng, and Michael J Black · 2019
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High-resolution representations for labeling pixels and regions
Ke Sun, Yang Zhao, Borui Jiang, Tianheng Cheng, Bin Xiao, Dong Liu, Yadong Mu, Xinggang Wang, Wenyu Liu, and Jingdong Wang · 2019
Cited alongside, same era.
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Blind face restoration via deep multi-scale component dictionaries
Xiaoming Li, Chaofeng Chen, Shangchen Zhou, Xianhui Lin, Wangmeng Zuo, and Lei Zhang · 2020
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https://github.com/selimsef/dfdc_deep- fake_challenge
selimsef · 2020
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Aot: Appearance optimal transport based identity swapping for forgery detection
Hao Zhu, Chaoyou Fu, Qianyi Wu, Wayne Wu, Chen Qian, and Ran He · 2020
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