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"

31 / 31 papers shown

Title
OT-Talk: Animating 3D Talking Head with Optimal Transportation Xinmu Wang Xiang Gao Xiyun Song Heather Yu Zongfang Lin Liang Peng Xianfeng Gu 17 0 0 03 May 2025
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 59 1 0 14 Oct 2024
Neuromorphic Facial Analysis with Cross-Modal Supervision Federico Becattini Luca Cultrera Lorenzo Berlincioni Claudio Ferrari Andrea Leonardo A. Bimbo CVBM 3DH 49 0 0 16 Sep 2024
Anatomically Constrained Implicit Face Models Prashanth Chandran Gaspard Zoss 3DH CVBM 30 1 0 12 Dec 2023
Basis restricted elastic shape analysis on the space of unregistered surfaces Emmanuel Hartman E. Pierson Martin Bauer Mohamed Daoudi N. Charon 18 4 0 07 Nov 2023
SpATr: MoCap 3D Human Action Recognition based on Spiral Auto-encoder and Transformer Network Hamza Bouzid Lahoucine Ballihi ViT 3DH 16 2 0 30 Jun 2023
Toward Mesh-Invariant 3D Generative Deep Learning with Geometric Measures T. Besnier Sylvain Arguillere E. Pierson Mohamed Daoudi 3DH 10 8 0 27 Jun 2023
3inGAN: Learning a 3D Generative Model from Images of a Self-similar Scene Animesh Karnewar Oliver Wang Tobias Ritschel Niloy Mitra 28 12 0 27 Nov 2022
SAGA: Spectral Adversarial Geometric Attack on 3D Meshes Tomer Stolik Itai Lang S. Avidan AAML 16 1 0 24 Nov 2022
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence Mohammad Farazi Wenjie Zhu Zhangsihao Yang Yalin Wang 3DPC 19 3 0 17 Oct 2022
Deep Structural Causal Shape Models Rajat Rasal Daniel Coelho De Castro Nick Pawlowski Ben Glocker 3DV MedIm 28 12 0 23 Aug 2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Luke Chen 3DH 25 59 0 28 Mar 2022
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs Araceli Morales A. R. Porras M. Linguraru Gemma Piella Federico Sukno 3DH CVBM 11 5 0 11 Mar 2022
Generating Diverse 3D Reconstructions from a Single Occluded Face Image Rahul Dey Vishnu Naresh Boddeti CVBM 3DH 21 7 0 01 Dec 2021
FaceTuneGAN: Face Autoencoder for Convolutional Expression Transfer Using Neural Generative Adversarial Networks Nicolas Olivier Kelian Baert F. Danieau Franck Multon Quentin Avril CVBM 3DH 22 18 0 01 Dec 2021
Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes Sara Hahner Jochen Garcke AI4CE 16 14 0 18 Oct 2021
PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation Mohsen Yavartanoo Shih-Hsuan Hung Reyhaneh Neshatavar Yue Zhang Kyoung Mu Lee 19 15 0 15 Oct 2021
Learning Feature Aggregation for Deep 3D Morphable Models Zhixiang Chen Tae-Kyun Kim 3DPC 3DH 37 24 0 05 May 2021
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation Mehdi Bahri Eimear O' Sullivan Shunwang Gong Feng Liu Xiaoming Liu M. Bronstein S. Zafeiriou CVBM 3DH 15 16 0 16 Dec 2020
Building 3D Morphable Models from a Single Scan Skylar Sutherland Bernhard Egger J. Tenenbaum 11 7 0 24 Nov 2020
LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints Qingyang Tan Zherong Pan Dinesh Manocha 3DH 14 10 0 06 Nov 2020
3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties S. Mahdi N. Nauwelaers P. Joris Giorgos Bouritsas Shunwang Gong ... Susan Walsh M. Shriver M. Bronstein P. Claes . 3DH 13 5 0 10 Sep 2020
Reconstructing NBA Players Luyang Zhu Konstantinos Rematas Brian L. Curless S. M. Seitz Ira Kemelmacher-Shlizerman 3DH 6 41 0 27 Jul 2020
Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Jiankang Deng Yannis Panagakis S. Zafeiriou 21 92 0 20 Jun 2020
Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting Giorgos Bouritsas Fabrizio Frasca S. Zafeiriou M. Bronstein 36 423 0 16 Jun 2020
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs P. D. Haan Maurice Weiler Taco S. Cohen Max Welling 100 127 0 11 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng S. Zafeiriou 15 58 0 08 Mar 2020
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator Shunwang Gong Lei Chen M. Bronstein S. Zafeiriou 3DH 13 144 0 13 Nov 2019
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 236 1,811 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 238 3,234 0 24 Nov 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 166 1,940 0 24 Oct 2016