Towards Native Generative Model for 3D Head Avatar

2 October 2024

Yanwen Wang

Yao Yao

Siyu Zhu

Xun Cao

Hao Zhu

3DH

ArXiv (abs)PDF HTML

Papers citing "Towards Native Generative Model for 3D Head Avatar"

39 / 39 papers shown

Title
FATE: Full-head Gaussian Avatar with Textural Editing from Monocular Video Jiawei Zhang Zijian Wu Zhiyang Liang Yicheng Gong Dongfang Hu Yao Yao Xun Cao Hao Zhu 3DGS 152 2 0 23 Nov 2024
HeadGAP: Few-Shot 3D Head Avatar via Generalizable Gaussian Priors Xiaozheng Zheng Chao Wen Zhaohu Li Weiyi Zhang Zhuo Su ... Zheng Lv Xiaoyuan Zhang Yongjie Zhang Guidong Wang Lan Xu 3DGS 124 12 0 12 Aug 2024
A Survey on 3D Gaussian Splatting Guikun Chen Wenguan Wang 3DGS 199 192 0 08 Jan 2024
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models Huan Ling Seung Wook Kim Antonio Torralba Sanja Fidler Karsten Kreis DiffM 3DGS 76 123 0 21 Dec 2023
VividTalk: One-Shot Audio-Driven Talking Head Generation Based on 3D Hybrid Prior Xusen Sun Longhao Zhang Hao Zhu Peng Zhang Bang Zhang Xinya Ji Kangneng Zhou Daiheng Gao Liefeng Bo Xun Cao VGen 101 27 0 04 Dec 2023
GaussianHead: High-fidelity Head Avatars with Learnable Gaussian Derivation Jie Wang Jiucheng Xie Xianyan Li Feng Xu Chi-Man Pun Hao Gao 3DGS 118 25 0 04 Dec 2023
Gaussian Shell Maps for Efficient 3D Human Generation Rameen Abdal Wang Yifan Zifan Shi Yinghao Xu Ryan Po Zhengfei Kuang Qifeng Chen Dit-Yan Yeung Gordon Wetzstein 3DGS 3DH 70 44 0 29 Nov 2023
Collaborative Diffusion for Multi-Modal Face Generation and Editing Ziqi Huang Kelvin C. K. Chan Yuming Jiang Ziwei Liu DiffM 78 111 0 20 Apr 2023
DreamFace: Progressive Generation of Animatable 3D Faces under Text Guidance Longwen Zhang Qiwei Qiu Hongyang Lin Qixuan Zhang Cheng Shi Wei Yang Ye Shi Sibei Yang Lan Xu Jingyi Yu 3DH 95 79 0 01 Apr 2023
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions Ayaan Haque Matthew Tancik Alexei A. Efros Aleksander Holynski Angjoo Kanazawa VGen DiffM 93 374 0 22 Mar 2023
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 112 288 0 12 Dec 2022
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars Jingxiang Sun Xuanxia Wang Lizhen Wang Xiaoyu Li Yong Zhang Hongwen Zhang Yebin Liu 3DH 87 118 0 21 Nov 2022
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 213 1,835 0 17 Nov 2022
FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset Lizhen Wang Zhiyuan Chen Tao Yu Chenguang Ma Liang-Sheng Li Yebin Liu 3DH CVBM 122 98 0 26 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,152 0 01 Mar 2022
Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function Yunze Xiao Hao Zhu Haotian Yang Zhe-jun Diao Xiangju Lu Xun Cao CVBM 3DH 3DV 82 19 0 04 Jan 2022
MoFaNeRF: Morphable Facial Neural Radiance Field Yi Zhuang Hao Zhu Xusen Sun Xun Cao 3DH 68 94 0 04 Dec 2021
FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face Reconstruction Hao Zhu Haotian Yang Longwei Guo Yiding Zhang Yanru Wang Mingkai Huang Menghua Wu Qiu Shen Ruigang Yang Xun Cao CVBM 3DH 107 40 0 01 Nov 2021
Fake It Till You Make It: Face analysis in the wild using synthetic data alone Erroll Wood Tadas Baltruvsaitis Charlie Hewitt Sebastian Dziadzio Matthew W. Johnson V. Estellers T. Cashman Jamie Shotton CVBM 75 264 0 30 Sep 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 197 516 0 14 Jan 2021
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis E. R. Chan M. Monteiro Petr Kellnhofer Jiajun Wu Gordon Wetzstein GAN 124 855 0 02 Dec 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 164 963 0 24 Nov 2020
JNR: Joint-based Neural Rig Representation for Compact 3D Face Modeling Noranart Vesdapunt Mitch Rundle Hsiang-Tao Wu Baoyuan Wang 3DH CVBM 59 8 0 14 Jul 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 133 2,449 0 18 Jun 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning Yu Deng Jiaolong Yang Dong Chen Fang Wen Xin Tong CoGe CVBM 59 348 0 24 Apr 2020
FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction Haotian Yang Hao Zhu Yanru Wang Mingkai Huang Qiu Shen Ruigang Yang Xun Cao CVBM 3DH 101 283 0 31 Mar 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 102 840 0 20 Jan 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 326 5,829 0 03 Dec 2019
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation Cheng-Han Lee Ziwei Liu Lingyun Wu Ping Luo CVBM 171 1,076 0 27 Jul 2019
Disentangled Representation Learning for 3D Face Shape Zi-Hang Jiang Qianyi Wu Keyu Chen Juyong Zhang DRL 3DH CoGe CVBM 44 110 0 26 Feb 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 625 10,595 0 12 Dec 2018
On Learning 3D Face Morphable Model from In-the-wild Images Luan Tran Xiaoming Liu 3DV 70 156 0 28 Aug 2018
Face Alignment in Full Pose Range: A 3D Total Solution Xiangyu Zhu Xiaoming Liu Zhen Lei Stan Z. Li CVBM 3DV 95 767 0 02 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,938 0 11 Jan 2018
Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz A. Tewari Michael Zollhöfer Pablo Garrido Florian Bernard Hyeongwoo Kim P. Pérez Christian Theobalt 3DH CVBM 86 264 0 07 Dec 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 185 3,948 0 30 Nov 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 128 3,064 0 19 Oct 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 253 8,429 0 28 Nov 2014