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Existing one-shot 4D head synthesis methods usually learn from monocular videos with the aid of 3DMM reconstruction, yet the latter is evenly challenging which restricts them from reasonable 4D head synthesis.
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Adrian Bulat and Georgios Tzimiropoulos · 2017
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Gans trained by a two time-scale update rule converge to a local nash equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 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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Unrealcv: Virtual worlds for computer vision
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Anh Tuan Tran, Tal Hassner, Iacopo Masi, and Gérard Medioni · 2017
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Face alignment in full pose range: A 3d total solution
Xiangyu Zhu, Xiaoming Liu, Zhen Lei, and Stan Z Li · 2017
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Which training methods for gans do actually converge?
Lars Mescheder, Andreas Geiger, and Sebastian Nowozin · 2018
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Olivia Wiles, A Koepke, and Andrew Zisserman · 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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Image2stylegan: How to embed images into the stylegan latent space?
Rameen Abdal, Yipeng Qin, and Peter Wonka · 2019
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Photorealistic image synthesis for object instance detection
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Zi-Hang Jiang, Qianyi Wu, Keyu Chen, and Juyong Zhang · 2019
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Tero Karras, Samuli Laine, and Timo Aila · 2019
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Pifu: Pixel-aligned implicit function for high-resolution clothed human digitization
Shunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima, Angjoo Kanazawa, and Hao Li · 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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Scene representation networks: continuous 3d-structure-aware neural scene representations
Vincent Sitzmann, Michael Zollhöfer, and Gordon Wetzstein · 2019
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Deep single-image portrait relighting
Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, and David W Jacobs · 2019
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Bfm to flame
Timo Bolkart · 2020
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Neural head reenactment with latent pose descriptors
Egor Burkov, Igor Pasechnik, Artur Grigorev, and Victor Lempitsky · 2020
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Disentangled and controllable face image generation via 3D imitative-contrastive learning
Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, and Xin Tong · 2020
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An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2020
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High resolution zero-shot domain adaptation of synthetically rendered face images
Stephan J Garbin, Marek Kowalski, Matthew Johnson, and Jamie Shotton · 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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Realistic one-shot mesh-based head avatars
Taras Khakhulin, Vanessa Sklyarova, Victor Lempitsky, and Egor Zakharov · 2022
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3d gan inversion for controllable portrait image animation
Connor Z Lin, David B Lindell, Eric R Chan, and Gordon Wetzstein · 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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Explicitly controllable 3d-aware portrait generation
Junshu Tang, Bo Zhang, Binxin Yang, Ting Zhang, Dong Chen, Lizhuang Ma, and Fang Wen · 2022
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3d face reconstruction with dense landmarks. arxiv 2022
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Config: Controllable neural face image generation
Marek Kowalski, Stephan J Garbin, Virginia Estellers, Tadas Baltrušaitis, Matthew Johnson, and Jamie Shotton · 2020
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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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Graf: Generative radiance fields for 3d-aware image synthesis
Katja Schwarz, Yiyi Liao, Michael Niemeyer, and Andreas Geiger · 2020
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Sicheng Xu, Jiaolong Yang, Dong Chen, Fang Wen, Yu Deng, Yunde Jia, and Xin Tong · 2020
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Simulating content consistent vehicle datasets with attribute descent
Yue Yao, Liang Zheng, Xiaodong Yang, Milind Naphade, and Tom Gedeon · 2020
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Reda:reinforced differentiable attribute for 3d face reconstruction
Wenbin Zhu, HsiangTao Wu, Zeyu Chen, Noranart Vesdapunt, and Baoyuan Wang · 2020
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Cycles renderer
Blender Foundation · 2021
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Vfhq: A high-quality dataset and benchmark for video face super-resolution
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Learning to relight portrait images via a virtual light stage and synthetic-to-real adaptation
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Styleheat: One-shot high-resolution editable talking face generation via pretrained stylegan
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Sizhe An, Hongyi Xu, Yichun Shi, Guoxian Song, Umit Y Ogras, and Linjie Luo · 2023
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Learning detailed radiance manifolds for high-fidelity and 3d-consistent portrait synthesis from monocular image
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Unsupervised volumetric animation
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Next3d: Generative neural texture rasterization for 3d-aware head avatars
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Real-time radiance fields for single-image portrait view synthesis
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