One-shot Neural Face Reenactment via Finding Directions in GAN's Latent Space

5 February 2024

Georgios Tzimiropoulos

CVBM

3DH

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Papers citing "One-shot Neural Face Reenactment via Finding Directions in GAN's Latent Space"

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Title
StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 44 18 0 27 Sep 2022
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs James Oldfield Christos Tzelepis Yannis Panagakis M. Nicolaou Ioannis Patras GAN 68 26 0 31 May 2022
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 78 285 0 29 Dec 2021
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 169 168 0 06 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 64 119 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 94 274 0 30 Nov 2021
PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering Yurui Ren Gezhong Li Yuanqi Chen Thomas H. Li Shan Liu DiffM VGen 95 227 0 17 Sep 2021
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 255 250 0 14 Sep 2021
GAN Inversion for Out-of-Range Images with Geometric Transformations Kyoungkook Kang S. Kim Sunghyun Cho 43 72 0 20 Aug 2021
A Latent Transformer for Disentangled Face Editing in Images and Videos Xu Yao A. Newson Y. Gousseau Pierre Hellier CVBM 53 85 0 22 Jun 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 117 528 0 10 Jun 2021
Learned Spatial Representations for Few-shot Talking-Head Synthesis Moustafa Meshry Saksham Suri Larry S. Davis Abhinav Shrivastava 48 43 0 29 Apr 2021
Cross-Domain and Disentangled Face Manipulation with 3D Guidance Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CVBM 151 26 0 22 Apr 2021
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement Yuval Alaluf Or Patashnik Daniel Cohen-Or 77 347 0 06 Apr 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 259 785 0 04 Feb 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 189 134 0 07 Jan 2021
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images Yao Feng Haiwen Feng Michael J. Black Timo Bolkart CVBM 3DH 99 580 0 07 Dec 2020
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing Ting-Chun Wang Arun Mallya Xuan Li 3DH 92 481 0 30 Nov 2020
GIF: Generative Interpretable Faces Partha Ghosh Pravir Singh Gupta Roy Uziel Anurag Ranjan Michael J. Black Timo Bolkart CVBM AI4CE 49 77 0 31 Aug 2020
Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars Egor Zakharov Aleksei Ivakhnenko Aliaksandra Shysheya Victor Lempitsky 3DH 52 162 0 24 Aug 2020
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 84 531 0 06 Aug 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 122 1,108 0 03 Aug 2020
Closed-Form Factorization of Latent Semantics in GANs Yujun Shen Bolei Zhou GAN 88 590 0 13 Jul 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 127 1,882 0 11 Jun 2020
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs Yujun Shen Ceyuan Yang Xiaoou Tang Bolei Zhou GAN CVBM 61 598 0 18 May 2020
CONFIG: Controllable Neural Face Image Generation Marek Kowalski Stephan J. Garbin V. Estellers T. Baltrušaitis Matthew W. Johnson Jamie Shotton DRL 3DH CVBM 58 90 0 06 May 2020
Neural Head Reenactment with Latent Pose Descriptors Egor Burkov I. Pasechnik Artur Grigorev Victor Lempitsky 3DH 85 130 0 24 Apr 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning Yu Deng Jiaolong Yang Dong Chen Fang Wen Xin Tong CoGe CVBM 46 346 0 24 Apr 2020
A recurrent cycle consistency loss for progressive face-to-face synthesis Enrique Sanchez Michel Valstar GAN CVBM 41 12 0 14 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 109 902 0 06 Apr 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 64 641 0 31 Mar 2020
Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose Xianfang Zeng Yusu Pan Mengmeng Wang Jiangning Zhang Yong Liu CVBM 121 42 0 29 Mar 2020
Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images Hang Zhou Jihao Liu Ziwei Liu Yu Liu Xiaogang Wang CVBM 3DH 42 103 0 18 Mar 2020
First Order Motion Model for Image Animation Aliaksandr Siarohin Stéphane Lathuilière Sergey Tulyakov Elisa Ricci N. Sebe VGen DiffM 77 924 0 29 Feb 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 125 418 0 10 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 401 42,299 0 03 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets S. Ha Martin Kersner Beomsu Kim Seokjun Seo Dongyoung Kim CVBM 94 165 0 19 Nov 2019
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models Egor Zakharov Aliaksandra Shysheya Egor Burkov Victor Lempitsky 3DH 147 629 0 20 May 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 98 1,109 0 05 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 532 10,540 0 12 Dec 2018
Towards Open-Set Identity Preserving Face Synthesis Jianmin Bao Dong Chen Fang Wen Houqiang Li G. Hua CVBM GAN 48 248 0 29 Mar 2018
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner PICV AAML CVBM 89 380 0 24 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 331 11,784 0 11 Jan 2018
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 117 2,273 0 26 Jun 2017
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) Adrian Bulat Georgios Tzimiropoulos 3DH CVBM 3DV 106 1,475 0 21 Mar 2017
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 218 10,230 0 27 Mar 2016