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We propose a method for synthesizing photo-realistic digital avatars from only one portrait as the reference.
Progressive Face Super-Resolution via Attention to Facial Landmark
Kim, D.; Kim, M.; Kwon, G.; and Kim, D.-S. 2019 · 1908
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PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
Menon, S.; Damian, A.; Hu, S.; Ravi, N.; and Rudin, C. 2020 · 2003
Earlier work this paper cites.
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
Yu, C.; Gao, C.; Wang, J.; Yu, G.; Shen, C.; and Sang, N. 2020 · 2004
Earlier work this paper cites.
Learning Face Hallucination in the Wild
Zhou, E.; Fan, H.; Cao, Z.; Jiang, Y.; and Yin, Q. 2015 · 2015
Earlier work this paper cites.
Face2Face: Real-Time Face Capture and Reenactment of RGB Videos
Thies, J.; Zollhofer, M.; Stamminger, M.; Theobalt, C.; and Niessner, M. 2016 · 2016
Earlier work this paper cites.
Deep Cascaded Bi-Network for Face Hallucination
Zhu, S.; Liu, S.; Loy, C. C.; and Tang, X. 2016 · 2016
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GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
Heusel, M.; Ramsauer, H.; Unterthiner, T.; Nessler, B.; and Hochreiter, S. 2017 · 2017
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Learning a Model of Facial Shape and Expression from 4D Scans
Li, T.; Bolkart, T.; Black, M. J.; Li, H.; and Romero, J. 2017 · 2017
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FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors
Chen, Y.; Tai, Y.; Liu, X.; Shen, C.; and Yang, J. 2018 · 2018
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Learning Warped Guidance for Blind Face Restoration
Li, X.; Liu, M.; Ye, Y.; Zuo, W.; Lin, L.; and Yang, R. 2018 · 2018
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Face Super-Resolution Guided by Facial Component Heatmaps
Yu, X.; Fernando, B.; Ghanem, B.; Porikli, F.; and Hartley, R. 2018 · 2018
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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Zhang, R.; Isola, P.; Efros, A. A.; Shechtman, E.; and Wang, O. 2018 · 2018
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Exemplar Guided Face Image Super-Resolution Without Facial Landmarks
Dogan, B.; Gu, S.; and Timofte, R. 2019 · 2019
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First Order Motion Model for Image Animation
Siarohin, A.; Lathuilière, S.; Tulyakov, S.; Ricci, E.; and Sebe, N. 2019 · 2019
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Learning Spatial Attention for Face Super-Resolution
Chen, C.; Gong, D.; Wang, H.; Li, Z.; and Wong, K.-Y. K. 2020 · 2020
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Image Processing Using Multi-Code GAN Prior
Gu, J.; Shen, Y.; and Zhou, B. 2020 · 2020
Cited alongside, same era.
Training Generative Adversarial Networks with Limited Data
Karras, T.; Aittala, M.; Hellsten, J.; Laine, S.; Lehtinen, J.; and Aila, T. 2020 · 2020
Cited alongside, same era.
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
Mildenhall, B.; Srinivasan, P. P.; Tancik, M.; Barron, J. T.; Ramamoorthi, R.; and Ng, R. 2020 · 2020
Cited alongside, same era.
A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild
Prajwal, K. R.; Mukhopadhyay, R.; Namboodiri, V. P.; and Jawahar, C. 2020 · 2020
Cited alongside, same era.
PVA: Pixel-aligned Volumetric Avatars
Raj, A.; Zollhoefer, M.; Simon, T.; Saragih, J.; Saito, S.; Hays, J.; and Lombardi, S. 2020 · 2020
Cited alongside, same era.
PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering
Ren, Y.; Li, G.; Chen, Y.; Li, T. H.; and Liu, S. 2021 · 2021
Later among the works it cites.
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing
Wang, T.-C.; Mallya, A.; and Liu, M.-Y. 2021 · 2021
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Towards Real-World Blind Face Restoration with Generative Facial Prior
Wang, X.; Li, Y.; Zhang, H.; and Shan, Y. 2021 · 2021
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GAN Prior Embedded Network for Blind Face Restoration in the Wild
Yang, T.; Ren, P.; Xie, X.; and Zhang, L. 2021 · 2021
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Flow-Guided One-Shot Talking Face Generation With a High-Resolution Audio-Visual Dataset
Zhang, Z.; Li, L.; Ding, Y.; and Fan, C. 2021 · 2021
Later among the works it cites.
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Schwarz, K.; Liao, Y.; Niemeyer, M.; and Geiger, A. 2020 · 2020
Cited alongside, same era.
MakeItTalk: Speaker-Aware Talking-Head Animation
Zhou, Y.; Han, X.; Shechtman, E.; Echevarria, J.; Kalogerakis, E.; and Li, D. 2020 · 2020
Cited alongside, same era.
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis
Chan, E.; Monteiro, M.; Kellnhofer, P.; Wu, J.; and Wetzstein, G. 2021 · 2021
Cited alongside, same era.
Progressive Semantic-Aware Style Transformation for Blind Face Restoration
Chen, C.; Li, X.; Lingbo, Y.; Lin, X.; Zhang, L.; and Wong, K. 2021 · 2021
Cited alongside, same era.
HeadGAN: One-shot Neural Head Synthesis and Editing
Doukas, M. C.; Zafeiriou, S.; and Sharmanska, V. 2021 · 2021
Cited alongside, same era.
Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction
Gafni, G.; Thies, J.; Zollhöfer, M.; and Nießner, M. 2021 · 2021
Cited alongside, same era.
Neural Head Avatars from Monocular RGB Videos
Grassal, P.-W.; Prinzler, M.; Leistner, T.; Rother, C.; Nießner, M.; and Thies, J. 2021 · 2021
Cited alongside, same era.
2022 · 2022
Later among the works it cites.
Efficient Geometry-aware 3D Generative Adversarial Networks
Chan, E. R.; Lin, C. Z.; Chan, M. A.; Nagano, K.; Pan, B.; Mello, S. D.; Gallo, O.; Guibas, L.; Tremblay, J.; Khamis, S.; Karras, T.; and Wetzstein, G. 2022 · 2022
Later among the works it cites.
ArcFace: Additive Angular Margin Loss for Deep Face Recognition
Deng, J.; Guo, J.; Yang, J.; Xue, N.; Kotsia, I.; and Zafeiriou, S. 2022 · 2022
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A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal
Tao, W.; kaihao, Z.; Xuanxi, C.; Wenhan, L.; Jiankang, D.; Tong, L.; Xiaochun, C.; Wei, L.; Hongdong, L.; and Stefanos, Z. 2022 · 2022
Later among the works it cites.
RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs
Wang, Z.; Zhang, J.; Chen, R.; Wang, W.; and Luo, P. 2022 · 2022
Later among the works it cites.
StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN
Yin, F.; Zhang, Y.; Cun, X.; Cao, M.; Fan, Y.; Wang, X.; Bai, Q.; Wu, B.; Wang, J.; and Yang, Y. 2022 · 2022
Later among the works it cites.
I M Avatar: Implicit Morphable Head Avatars from Videos
Zheng, Y.; Abrevaya, V. F.; Bühler, M. C.; Chen, X.; Black, M. J.; and Hilliges, O. 2022 · 2022
Later among the works it cites.
Multiface: A Dataset for Neural Face Rendering
hsin Wuu, C.; Zheng, N.; Ardisson, S.; Bali, R.; Belko, D.; Brockmeyer, E.; Evans, L.; Godisart, T.; Ha, H.; Huang, X.; Hypes, A.; Koska, T.; Krenn, S.; Lombardi, S.; Luo, X.; McPhail, K.; Millerschoen, L.; Perdoch, M.; Pitts, M.; Richard, A.; Saragih, J.; Saragih, J.; Shiratori, T.; Simon, T.; Stewart, M.; Trimble, A.; Weng, X.; Whitewolf, D.; Wu, C.; Yu, S.-I.; and Sheikh, Y. 2023 · 2023
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OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering
Ma, Z.; Zhu, X.; Qi, G.; Lei, Z.; and Zhang, L. 2023 · 2023
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Instant Volumetric Head Avatars
Zielonka, W.; Bolkart, T.; and Thies, J. 2023 · 2023
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