Learning Neural Parametric Head Models

6 December 2022

Matthias Nießner

Papers citing "Learning Neural Parametric Head Models"

42 / 42 papers shown

Title
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction Simon Giebenhain Tobias Kirschstein Martin Rünz Lourdes Agapito Matthias Nießner CVBM 3DH 59 0 0 01 May 2025
3D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations Yating Wang Xuan Wang Ran Yi Yanbo Fan Jichen Hu Jingcheng Zhu Lizhuang Ma 3DGS 47 0 0 21 Apr 2025
SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians Liam Schoneveld Zhe Chen Davide Davoli Jiapeng Tang Saimon Terazawa Ko Nishino Matthias Nießner 3DH 3DGS 55 0 0 16 Apr 2025
SpinMeRound: Consistent Multi-View Identity Generation Using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou Bernhard Kainz S. Zafeiriou DiffM 35 0 0 14 Apr 2025
Monocular and Generalizable Gaussian Talking Head Animation Shengjie Gong Hao Li Jiapeng Tang Dongming Hu Shuangping Huang Hao Chen Tianshui Chen Zhuoman Liu 3DGS 41 1 0 01 Apr 2025
Follow Your Motion: A Generic Temporal Consistency Portrait Editing Framework with Trajectory Guidance Haijie Yang Z. Zhang Hao Tang Jianjun Qian Jian Yang DiffM VGen 54 0 0 28 Mar 2025
FreeUV: Ground-Truth-Free Realistic Facial UV Texture Recovery via Cross-Assembly Inference Strategy Xingchao Yang Takafumi Taketomi Yuki Endo Yoshihiro Kanamori DiffM 46 0 0 21 Mar 2025
Controlling Avatar Diffusion with Learnable Gaussian Embedding Xuan Gao Jingtao Zhou Dongyu Liu Yuqi Zhou Juyong Zhang 3DGS DiffM 51 0 0 20 Mar 2025
3D Engine-ready Photorealistic Avatars via Dynamic Textures Yifan Wang Ivan Molodetskikh Ondrej Texler Dimitar Dinev 45 0 0 19 Mar 2025
SRM-Hair: Single Image Head Mesh Reconstruction via 3D Morphable Hair Zidu Wang Jiankuo Zhao Miao Xu Xiangyu Zhu Zhen Lei 3DH 59 0 0 08 Mar 2025
CAP4D: Creating Animatable 4D Portrait Avatars with Morphable Multi-View Diffusion Models Felix Taubner Ruihang Zhang Mathieu Tuli David B. Lindell 80 2 0 16 Dec 2024
Joker: Conditional 3D Head Synthesis with Extreme Facial Expressions Malte Prinzler Egor Zakharov V. Sklyarova Berna Kabadayi Justus Thies DiffM 28 5 0 21 Oct 2024
SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars Jaeseong Lee Taewoong Kang Marcel C. Bühler M. Kim Sungwon Hwang J. Hyung Hyojin Jang Jaegul Choo 3DGS 38 1 0 15 Oct 2024
TalkLoRA: Low-Rank Adaptation for Speech-Driven Animation Jack D. Saunders Vinay P. Namboodiri 48 1 0 25 Aug 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 55 11 0 12 Aug 2024
Gaussian Eigen Models for Human Heads Wojciech Zielonka Timo Bolkart Thabo Beeler Justus Thies 3DGS 49 5 0 05 Jul 2024
FaceCom: Towards High-fidelity 3D Facial Shape Completion via Optimization and Inpainting Guidance Yinglong Li Hongyu Wu Xiaogang Wang Qingzhao Qin Yijiao Zhao Yong wang Aimin Hao 3DH 34 0 0 04 Jun 2024
ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling F. Babiloni Alexandros Lattas Jiankang Deng S. Zafeiriou DiffM 35 4 0 26 May 2024
MagicPose4D: Crafting Articulated Models with Appearance and Motion Control Hao Zhang Di Chang Fang Li Mohammad Soleymani Narendra Ahuja 51 6 0 22 May 2024
ShapeFusion: A 3D diffusion model for localized shape editing Rolandos Alexandros Potamias Michail Tarasiou Stylianos Ploumpis S. Zafeiriou 29 2 0 28 Mar 2024
Makeup Prior Models for 3D Facial Makeup Estimation and Applications Xingchao Yang Takafumi Taketomi Yuki Endo Yoshihiro Kanamori 36 3 0 26 Mar 2024
HeadEvolver: Text to Head Avatars via Expressive and Attribute-Preserving Mesh Deformation D. B. Wang Hengyu Meng Zeyu Cai Zhijing Shao Qianxi Liu Lin Wang Mingming Fan Xiaohang Zhan Zekun Wang 71 3 0 14 Mar 2024
Towards Geometric-Photometric Joint Alignment for Facial Mesh Registration Xizhi Wang Yaxiong Wang Mengjian Li 3DH 52 0 0 05 Mar 2024
Advances in 3D Generation: A Survey Xiaoyu Li Qi Zhang Di Kang Weihao Cheng Yiming Gao Jingbo Zhang Zhihao Liang Jing Liao Yan-Pei Cao Ying Shan 48 40 0 31 Jan 2024
Media2Face: Co-speech Facial Animation Generation With Multi-Modality Guidance Qingcheng Zhao Pengyu Long Qixuan Zhang Dafei Qin Hanming Liang Longwen Zhang Yingliang Zhang Jingyi Yu Lan Xu DiffM 3DH 33 25 0 28 Jan 2024
What You See is What You GAN: Rendering Every Pixel for High-Fidelity Geometry in 3D GANs Alex Trevithick Matthew Chan Towaki Takikawa Umar Iqbal Shalini De Mello Manmohan Chandraker Ravi Ramamoorthi Koki Nagano 3DV 59 6 0 04 Jan 2024
HeadCraft: Modeling High-Detail Shape Variations for Animated 3DMMs Artem Sevastopolsky Philip-William Grassal Simon Giebenhain ShahRukh Athar Luisa Verdoliva Matthias Niessner 3DH 58 4 0 21 Dec 2023
FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models Shivangi Aneja Justus Thies Angela Dai Matthias Nießner DiffM VGen 34 29 0 13 Dec 2023
Anatomically Constrained Implicit Face Models Prashanth Chandran Gaspard Zoss 3DH CVBM 35 1 0 12 Dec 2023
MonoNPHM: Dynamic Head Reconstruction from Monocular Videos Simon Giebenhain Tobias Kirschstein Markos Georgopoulos Martin Rünz Lourdes Agapito Matthias Nießner 3DH 31 17 0 11 Dec 2023
ImFace++: A Sophisticated Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Haiyu Zhang Hongyu Yang Liming Luke Chen Di Huang 3DH 30 2 0 07 Dec 2023
DPHMs: Diffusion Parametric Head Models for Depth-based Tracking Jiapeng Tang Angela Dai Yinyu Nie Lev Markhasin Justus Thies Matthias Niessner DiffM 34 10 0 02 Dec 2023
DiffusionAvatars: Deferred Diffusion for High-fidelity 3D Head Avatars Tobias Kirschstein Simon Giebenhain Matthias Nießner 34 27 0 30 Nov 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 33 102 0 11 Oct 2023
Neural Haircut: Prior-Guided Strand-Based Hair Reconstruction V. Sklyarova Jenya Chelishev Andreea Dogaru Igor Medvedev Victor Lempitsky Egor Zakharov 3DH 17 25 0 09 Jun 2023
HACK: Learning a Parametric Head and Neck Model for High-fidelity Animation Longwen Zhang Zijun Zhao Xinzhou Cong Qixuan Zhang Shuqian Gu Yuchong Gao Ruichen Zheng Wei Yang Lan Xu Jingyi Yu 3DH 38 8 0 08 May 2023
Single-Shot Implicit Morphable Faces with Consistent Texture Parameterization Connor Z. Lin Koki Nagano Jan Kautz E. R. Chan Umar Iqbal Leonidas J. Guibas Gordon Wetzstein S. Khamis 3DH 18 14 0 04 May 2023
NeRSemble: Multi-view Radiance Field Reconstruction of Human Heads Tobias Kirschstein Shenhan Qian Simon Giebenhain Tim Walter Matthias Nießner 3DH 30 87 0 04 May 2023
Head3D: Complete 3D Head Generation via Tri-plane Feature Distillation Y. Cheng Yichao Yan Wenhan Zhu Ye Pan Bowen Pan Xiaokang Yang 3DH 37 3 0 28 Mar 2023
PhoMoH: Implicit Photorealistic 3D Models of Human Heads M. Zanfir Thiemo Alldieck C. Sminchisescu 3DH 27 5 0 14 Dec 2022
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 146 163 0 06 Dec 2021
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 232 971 0 10 Mar 2020