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In human-centric content generation, the pre-trained text-to-image models struggle to produce user-wanted portrait images, which retain the identity of individuals while exhibiting diverse expressions.
Dlib-ml: A machine learning toolkit
Davis E. King · 2009
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Facenet: A unified embedding for face recognition and clustering
Florian Schroff, Dmitry Kalenichenko, and James Philbin · 2015
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Face2face: Real-time face capture and reenactment of RGB videos
Justus Thies, Michael Zollhöfer, Marc Stamminger, Christian Theobalt, and Matthias Nießner · 2016
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Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A. Efros · 2017
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Recycle-gan: Unsupervised video retargeting
Aayush Bansal, Shugao Ma, Deva Ramanan, and Yaser Sheikh · 2018
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Stargan: Unified generative adversarial networks for multi-domain image-to-image translation
Yunjey Choi, Min-Je Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, and Jaegul Choo · 2018
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Progressive growing of gans for improved quality, stability, and variation
Tero Karras, Timo Aila, Samuli Laine, and Jaakko Lehtinen · 2018
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Deep video portraits
Hyeongwoo Kim, Pablo Garrido, Ayush Tewari, Weipeng Xu, Justus Thies, Matthias Nießner, Patrick Pérez, Christian Richardt, Michael Zollhöfer, and Christian Theobalt · 2018
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Ganimation: Anatomically-aware facial animation from a single image
Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, and Francesc Moreno-Noguer · 2018
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Fine-grained head pose estimation without keypoints
Nataniel Ruiz, Eunji Chong, and James M. Rehg · 2018
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Cosface: Large margin cosine loss for deep face recognition
Hao Wang, Yitong Wang, Zheng Zhou, Xing Ji, Dihong Gong, Jingchao Zhou, Zhifeng Li, and Wei Liu · 2018
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Reenactgan: Learning to reenact faces via boundary transfer
Wayne Wu, Yunxuan Zhang, Cheng Li, Chen Qian, and Chen Change Loy · 2018
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Arcface: Additive angular margin loss for deep face recognition
Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou · 2019
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SC-FEGAN: face editing generative adversarial network with user’s sketch and color
Youngjoo Jo and Jongyoul Park · 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
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Text2facegan: Face generation from fine grained textual descriptions
Osaid Rehman Nasir, Shailesh Kumar Jha, Manraj Singh Grover, Yi Yu, Ajit Kumar, and Rajiv Ratn Shah · 2019
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FSGAN: subject agnostic face swapping and reenactment
Yuval Nirkin, Yosi Keller, and Tal Hassner · 2019
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Faceforensics++: Learning to detect manipulated facial images
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, and Matthias Nießner · 2019
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Simswap: An efficient framework for high fidelity face swapping
Renwang Chen, Xuanhong Chen, Bingbing Ni, and Yanhao Ge · 2020
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Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
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Analyzing and improving the image quality of stylegan
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2020
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Maskgan: Towards diverse and interactive facial image manipulation
Cheng-Han Lee, Ziwei Liu, Lingyun Wu, and Ping Luo · 2020
Smooth-swap: A simple enhancement for face-swapping with smoothness
Jiseob Kim, Jihoon Lee, and Byoung-Tak Zhang · 2022
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Stylet2i: Toward compositional and high-fidelity text-to-image synthesis
Zhiheng Li, Martin Renqiang Min, Kai Li, and Chenliang Xu · 2022
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A unified framework for high fidelity face swap and expression reenactment
Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, and Siwei Lyu · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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Few-shot head swapping in the wild
Changyong Shu, Hemao Wu, Hang Zhou, Jiaming Liu, Zhibin Hong, Changxing Ding, Junyu Han, Jingtuo Liu, Errui Ding, and Jingdong Wang · 2022
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Styleheat: One-shot high-resolution editable talking face generation via pre-trained stylegan
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A lip sync expert is all you need for speech to lip generation in the wild
K. R. Prajwal, Rudrabha Mukhopadhyay, Vinay P. Namboodiri, and C. V. Jawahar · 2020
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Makelttalk: speaker-aware talking-head animation
Yang Zhou, Xintong Han, Eli Shechtman, Jose Echevarria, Evangelos Kalogerakis, and Dingzeyu Li · 2020
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Alias-free generative adversarial networks
Tero Karras, Miika Aittala, Samuli Laine, Erik Härkönen, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2021
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Pseudo numerical methods for diffusion models on manifolds
Luping Liu, Yi Ren, Zhijie Lin, and Zhou Zhao · 2021
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Styleclip: Text-driven manipulation of stylegan imagery
Or Patashnik, Zongze Wu, Eli Shechtman, Daniel Cohen-Or, and Dani Lischinski · 2021
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Encoding in style: A stylegan encoder for image-to-image translation
Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, and Daniel Cohen-Or · 2021
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Fei Yin, Yong Zhang, Xiaodong Cun, Mingdeng Cao, Yanbo Fan, Xuan Wang, Qingyan Bai, Baoyuan Wu, Jue Wang, and Yujiu Yang · 2022
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Paste you into game: Towards expression and identity consistency face swapping
Hao Zeng, Wei Zhang, Keyu Chen, Zhimeng Zhang, Lincheng Li, and Yu Ding · 2022
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Pixelface+: Towards controllable face generation and manipulation with text descriptions and segmentation masks
Xiaoxiong Du, Jun Peng, Yiyi Zhou, Jinlu Zhang, Siting Chen, Guannan Jiang, Xiaoshuai Sun, and Rongrong Ji · 2023
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Collaborative diffusion for multi-modal face generation and editing
Ziqi Huang, Kelvin C. K. Chan, Yuming Jiang, and Ziwei Liu · 2023
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135-class emotional facial expression dataset
Wei Zhang Keyu Chen, Changjie Fan and Yu Ding · 2023
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Fine-grained face swapping via regional gan inversion
Zhian Liu, Maomao Li, Yong Zhang, Cairong Wang, Qi Zhang, Jue Wang, and Yongwei Nie · 2023
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Fsganv2: Improved subject agnostic face swapping and reenactment
Yuval Nirkin, Yosi Keller, and Tal Hassner · 2023
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Sdxl: Improving latent diffusion models for high-resolution image synthesis
Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach · 2023
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Blendface: Re-designing identity encoders for face-swapping
Kaede Shiohara, Xingchao Yang, and Takafumi Taketomi · 2023
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Adding conditional control to text-to-image diffusion models
Lvmin Zhang and Maneesh Agrawala · 2023
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Diffswap: High-fidelity and controllable face swapping via 3d-aware masked diffusion
Wenliang Zhao, Yongming Rao, Weikang Shi, Zuyan Liu, Jie Zhou, and Jiwen Lu · 2023
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