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Head avatar reconstruction, crucial for applications in virtual reality, online meetings, gaming, and film industries, has garnered substantial attention within the computer vision community.
A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 1999
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A 3d face model for pose and illumination invariant face recognition
Pascal Paysan, Reinhard Knothe, Brian Amberg, Sami Romdhani, and Thomas Vetter · 2009
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Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
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How far are we from solving the 2d & 3d face alignment problem? (and a dataset of 230,000 3d facial landmarks)
Adrian Bulat and Georgios Tzimiropoulos · 2017
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Learning a model of facial shape and expression from 4D scans
Tianye Li, Timo Bolkart, Michael. J. Black, Hao Li, and Javier Romero · 2017
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Automatic differentiation in pytorch
Adam Paszke, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, and Adam Lerer · 2017
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Morphable face models-an open framework
Thomas Gerig, Andreas Morel-Forster, Clemens Blumer, Bernhard Egger, Marcel Luthi, Sandro Schönborn, and Thomas Vetter · 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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Arcface: Additive angular margin loss for deep face recognition
Jiankang Deng, Jia Guo, Xue Niannan, and Stefanos Zafeiriou · 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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First order motion model for image animation
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, and Nicu Sebe · 2019
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Nerf: Representing scenes as neural radiance fields for view synthesis
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi, and Ren Ng · 2020
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Fast bi-layer neural synthesis of one-shot realistic head avatars
Egor Zakharov, Aleksei Ivakhnenko, Aliaksandra Shysheya, and Victor Lempitsky · 2020
Cited alongside, same era.
Learning an animatable detailed 3D face model from in-the-wild images
Yao Feng, Haiwen Feng, Michael J. Black, and Timo Bolkart · 2021
Cited alongside, same era.
Dynamic neural radiance fields for monocular 4d facial avatar reconstruction
Guy Gafni, Justus Thies, Michael Zollhöfer, and Matthias Nießner · 2021
Cited alongside, same era.
Ad-nerf: Audio driven neural radiance fields for talking head synthesis
Yudong Guo, Keyu Chen, Sen Liang, Yong-Jin Liu, Hujun Bao, and Juyong Zhang · 2021
Cited alongside, same era.
Pirenderer: Controllable portrait image generation via semantic neural rendering
Yurui Ren, Ge Li, Yuanqi Chen, Thomas H Li, and Shan Liu · 2021
Cited alongside, same era.
Pivotal tuning for latent-based editing of real images
Vfhq: A high-quality dataset and benchmark for video face super-resolution
Liangbin Xie, Xintao Wang, Honglun Zhang, Chao Dong, and Ying Shan · 2022
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Point-nerf: Point-based neural radiance fields
Qiangeng Xu, Zexiang Xu, Julien Philip, Sai Bi, Zhixin Shu, Kalyan Sunkavalli, and Ulrich Neumann · 2022
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Styleheat: One-shot high-resolution editable talking face generation via pre-trained stylegan
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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Im avatar: Implicit morphable head avatars from videos
Yufeng Zheng, Victoria Fernández Abrevaya, Marcel C Bühler, Xu Chen, Michael J Black, and Otmar Hilliges · 2022
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Flame-in-nerf: Neural control of radiance fields for free view face animation
ShahRukh Athar, Zhixin Shu, and Dimitris Samaras · 2023
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Daniel Roich, Ron Mokady, Amit H Bermano, and Daniel Cohen-Or · 2021
Cited alongside, same era.
Non-rigid neural radiance fields: Reconstruction and novel view synthesis of a dynamic scene from monocular video
Edgar Tretschk, Ayush Tewari, Vladislav Golyanik, Michael Zollhöfer, Christoph Lassner, and Christian Theobalt · 2021
Cited alongside, same era.
Flow-guided one-shot talking face generation with a high-resolution audio-visual dataset
Zhimeng Zhang, Lincheng Li, Yu Ding, and Changjie Fan · 2021
Cited alongside, same era.
Rignerf: Fully controllable neural 3d portraits
ShahRukh Athar, Zexiang Xu, Kalyan Sunkavalli, Eli Shechtman, and Zhixin Shu · 2022
Cited alongside, same era.
EMOCA: Emotion driven monocular face capture and animation
Radek Danecek, Michael J. Black, and Timo Bolkart · 2022
Cited alongside, same era.
Megaportraits: One-shot megapixel neural head avatars
Nikita Drobyshev, Jenya Chelishev, Taras Khakhulin, Aleksei Ivakhnenko, Victor Lempitsky, and Egor Zakharov · 2022
Cited alongside, same era.
Headnerf: A real-time nerf-based parametric head model
Yang Hong, Bo Peng, Haiyao Xiao, Ligang Liu, and Juyong Zhang · 2022
Cited alongside, same era.
Learning personalized high quality volumetric head avatars from monocular rgb videos
Ziqian Bai, Feitong Tan, Zeng Huang, Kripasindhu Sarkar, Danhang Tang, Di Qiu, Abhimitra Meka, Ruofei Du, Mingsong Dou, Sergio Orts-Escolano, et al · 2023
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Otavatar: One-shot talking face avatar with controllable tri-plane rendering
Zhiyuan Ma, Xiangyu Zhu, Guojun Qi, Zhen Lei, and Lei Zhang · 2023
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Next3d: Generative neural texture rasterization for 3d-aware head avatars
Jingxiang Sun, Xuan Wang, Lizhen Wang, Xiaoyu Li, Yong Zhang, Hongwen Zhang, and Yebin Liu · 2023
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Real-time radiance fields for single-image portrait view synthesis
Alex Trevithick, Matthew Chan, Michael Stengel, Eric R. Chan, Chao Liu, Zhiding Yu, Sameh Khamis, Manmohan Chandraker, Ravi Ramamoorthi, and Koki Nagano · 2023
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Latentavatar: Learning latent expression code for expressive neural head avatar
Yuelang Xu, Hongwen Zhang, Lizhen Wang, Xiaochen Zhao, Han Huang, Guojun Qi, and Yebin Liu · 2023
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Confies: Controllable neural face avatars
Heng Yu, Koichiro Niinuma, and László A Jeni · 2023
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Nofa: Nerf-based one-shot facial avatar reconstruction
Wangbo Yu, Yanbo Fan, Yong Zhang, Xuan Wang, Fei Yin, Yunpeng Bai, Yan-Pei Cao, Ying Shan, Yang Wu, Zhongqian Sun, et al · 2023
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Sadtalker: Learning realistic 3d motion coefficients for stylized audio-driven single image talking face animation
Wenxuan Zhang, Xiaodong Cun, Xuan Wang, Yong Zhang, Xi Shen, Yu Guo, Ying Shan, and Fei Wang · 2023
Later among the works it cites.
Instant volumetric head avatars
Wojciech Zielonka, Timo Bolkart, and Justus Thies · 2023
Later among the works it cites.