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Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation

8 May 2019

Papers citing "Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation"

50 / 97 papers shown

Title
Neural Face Skinning for Mesh-agnostic Facial Expression Cloning Sihun Cha Serin Yoon Kwanggyoon Seo Junyong Noh 3DH 73 0 0 28 May 2025
Disentangled Human Body Representation Based on Unsupervised Semantic-Aware Learning Lu Wang Xishuai Peng Siyi Zhou 3DH DRL 71 0 0 25 May 2025
OT-Talk: Animating 3D Talking Head with Optimal Transportation Xinmu Wang Xiang Gao Xiyun Song Heather Yu Zongfang Lin Liang Peng Xianfeng Gu 103 0 0 03 May 2025
GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations Yuezhi Yang Haitao Yang Kiyohiro Nakayama Xiangru Huang Leonidas Guibas Qixing Huang 65 0 0 02 Mar 2025
JADE: Joint-aware Latent Diffusion for 3D Human Generative Modeling Haorui Ji Rong Wang Taojun Lin Hongdong Li 3DH 92 1 0 31 Dec 2024
Spatio-temporal Transformers for Action Unit Classification with Event Cameras Luca Cultrera Federico Becattini Lorenzo Berlincioni Claudio Ferrari A. Bimbo 78 1 0 29 Oct 2024
A Survey on Computational Solutions for Reconstructing Complete Objects by Reassembling Their Fractured Parts Jiaxin Lu Yongqing Liang Huijun Han Jiacheng Hua Junfeng Jiang Xin Li Qixing Huang 3DV 137 3 0 18 Oct 2024
Beyond Fixed Topologies: Unregistered Training and Comprehensive Evaluation Metrics for 3D Talking Heads Federico Nocentini T. Besnier Claudio Ferrari Sylvain Arguillere Stefano Berretti Mohamed Daoudi 117 1 0 14 Oct 2024
WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild Rolandos Alexandros Potamias Jinglei Zhang Jiankang Deng Stefanos Zafeiriou 3DH 120 12 0 18 Sep 2024
Neuromorphic Facial Analysis with Cross-Modal Supervision Federico Becattini Luca Cultrera Lorenzo Berlincioni Claudio Ferrari Andrea Leonardo A. Bimbo CVBM 3DH 83 1 0 16 Sep 2024
Diverse 3D Human Pose Generation in Scenes based on Decoupled Structure Bowen Dang Xi Zhao 3DH 84 0 0 09 Jun 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 80 0 0 04 Jun 2024
3D Face Modeling via Weakly-supervised Disentanglement Network joint Identity-consistency Prior Guohao Li Hongyu Yang Di Huang Yun Wang CVBM CoGe 64 0 0 25 Apr 2024
ShapeFusion: A 3D diffusion model for localized shape editing Rolandos Alexandros Potamias Michail Tarasiou Stylianos Ploumpis Stefanos Zafeiriou 59 3 0 28 Mar 2024
AnimateMe: 4D Facial Expressions via Diffusion Models Dimitrios Gerogiannis Foivos Paraperas-Papantoniou Rolandos Alexandros Potamias Alexandros Lattas Stylianos Moschoglou Stylianos Ploumpis Stefanos Zafeiriou 84 3 0 25 Mar 2024
EmoVOCA: Speech-Driven Emotional 3D Talking Heads Federico Nocentini Claudio Ferrari Stefano Berretti 107 4 0 19 Mar 2024
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction Souhaib Attaiki M. Ovsjanikov 3DPC 75 6 0 11 Mar 2024
Deep Spectral Meshes: Multi-Frequency Facial Mesh Processing with Graph Neural Networks Robert Kosk Richard Southern Lihua You Shaojun Bian Willem Kokke Greg Maguire 3DH CVBM 49 0 0 15 Feb 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 102 26 0 28 Jan 2024
Locally Adaptive Neural 3D Morphable Models Michail Tarasiou Rolandos Alexandros Potamias Eimear O' Sullivan Stylianos Ploumpis Stefanos Zafeiriou 69 3 0 05 Jan 2024
Anatomically Constrained Implicit Face Models Prashanth Chandran Gaspard Zoss 3DH CVBM 73 2 0 12 Dec 2023
ImFace++: A Sophisticated Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Haiyu Zhang Hongyu Yang Liming Chen Di Huang 3DH 100 3 0 07 Dec 2023
Which One? Leveraging Context Between Objects and Multiple Views for Language Grounding Chancharik Mitra Abrar Anwar Rodolfo Corona Dan Klein Trevor Darrell Jesse Thomason 61 1 0 12 Nov 2023
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds Lakshika Rathi Edith Tretschk Christian Theobalt Rishabh Dabral Vladislav Golyanik 3DPC 63 2 0 09 Nov 2023
Basis restricted elastic shape analysis on the space of unregistered surfaces Emmanuel Hartman E. Pierson Martin Bauer Mohamed Daoudi N. Charon 52 5 0 07 Nov 2023
TailorMe: Self-Supervised Learning of an Anatomically Constrained Volumetric Human Shape Model Stephan Wenninger Fabian Kemper Ulrich Schwanecke Mario Botsch 3DH 36 1 0 03 Nov 2023
Unsupervised Representation Learning for Diverse Deformable Shape Collections Sara Hahner Souhaib Attaiki Jochen Garcke M. Ovsjanikov 73 1 0 27 Oct 2023
MUNCH: Modelling Unique Ñ Controllable Heads Debayan Deb Suvidha Tripathi Pranit Puri DiffM 110 1 0 04 Oct 2023
WrappingNet: Mesh Autoencoder via Deep Sphere Deformation Eric Lei M. Lodhi Jiahao Pang Junghyun Ahn Dong Tian AI4CE 3DH 45 0 0 29 Aug 2023
SpATr: MoCap 3D Human Action Recognition based on Spiral Auto-encoder and Transformer Network Hamza Bouzid Lahoucine Ballihi ViT 3DH 107 3 0 30 Jun 2023
Toward Mesh-Invariant 3D Generative Deep Learning with Geometric Measures T. Besnier Sylvain Arguillere E. Pierson Mohamed Daoudi 3DH 77 9 0 27 Jun 2023
Learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation Federico Nocentini Claudio Ferrari Stefano Berretti 58 7 0 02 Jun 2023
Neural Face Rigging for Animating and Retargeting Facial Meshes in the Wild Dafei Qin Jun Saito Noam Aigerman Thibault Groueix Taku Komura 3DH CVBM 116 22 0 15 May 2023
ASM: Adaptive Skinning Model for High-Quality 3D Face Modeling Kaibing Yang Hong Shang Tianyang Shi Xinghan Chen Jin Zhou Zhongqian Sun Wei Yang 3DH 67 7 0 19 Apr 2023
4D Facial Expression Diffusion Model K. Zou S. Faisan Boyang Yu S. Valette Hyewon Seo 81 12 0 29 Mar 2023
RaBit: Parametric Modeling of 3D Biped Cartoon Characters with a Topological-consistent Dataset Zhongjin Luo Shengcai Cai Jing Dong RuiBo Ming Liangdong Qiu Xiaohang Zhan Xiaoguang Han 3DH 116 12 0 22 Mar 2023
3D Generative Model Latent Disentanglement via Local Eigenprojection Simone Foti Bongjin Koo Danail Stoyanov Matthew J. Clarkson 71 6 0 24 Feb 2023
Transfer Learning using Spectral Convolutional Autoencoders on Semi-Regular Surface Meshes Sara Hahner Felix Kerkhoff Jochen Garcke 40 2 0 12 Dec 2022
Learning Neural Parametric Head Models Simon Giebenhain Tobias Kirschstein Markos Georgopoulos Martin Rünz Lourdes Agapito Matthias Nießner 3DH 109 51 0 06 Dec 2022
3inGAN: Learning a 3D Generative Model from Images of a Self-similar Scene Animesh Karnewar Oliver Wang Tobias Ritschel Niloy Mitra 76 12 0 27 Nov 2022
FFHQ-UV: Normalized Facial UV-Texture Dataset for 3D Face Reconstruction Haoran Bai Di Kang Haoxian Zhang Jin-shan Pan Linchao Bao 3DH 98 39 0 25 Nov 2022
SAGA: Spectral Adversarial Geometric Attack on 3D Meshes Tomer Stolik Itai Lang S. Avidan AAML 56 1 0 24 Nov 2022
BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes Emmanuel Hartman E. Pierson Martin Bauer N. Charon Mohamed Daoudi 3DH 58 7 0 23 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 83 22 0 11 Nov 2022
The Florence 4D Facial Expression Dataset F. Principi Stefano Berretti Claudio Ferrari N. Otberdout Mohamed Daoudi A. Bimbo 3DH 110 8 0 30 Oct 2022
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence Mohammad Farazi Wenjie Zhu Zhangsihao Yang Yalin Wang 3DPC 64 3 0 17 Oct 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 137 80 0 27 Sep 2022
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild Lumin Xu Sheng Jin Wentao Liu Chao Qian Wanli Ouyang Ping Luo Xiaogang Wang 3DH 84 36 0 23 Aug 2022
Deep Structural Causal Shape Models Rajat Rasal Daniel Coelho De Castro Nick Pawlowski Ben Glocker 3DV MedIm 92 14 0 23 Aug 2022
Generating Multiple 4D Expression Transitions by Learning Face Landmark Trajectories N. Otberdout Claudio Ferrari Mohamed Daoudi Stefano Berretti A. Bimbo CVBM 103 9 0 29 Jul 2022