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Generating 3D faces using Convolutional Mesh Autoencoders

26 July 2018

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Papers citing "Generating 3D faces using Convolutional Mesh Autoencoders"

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Title
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels Yi Zhou Chenglei Wu Zimo Li Chen Cao Yuting Ye Jason M. Saragih Hao Li Yaser Sheikh 58 77 0 08 Jun 2020
A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces Claudio Ferrari Stefano Berretti P. Pala A. Bimbo 3DV 3DH CVBM 55 24 0 06 Jun 2020
CNNs on Surfaces using Rotation-Equivariant Features R. Wiersma E. Eisemann Klaus Hildebrandt 127 69 0 02 Jun 2020
Neural Subdivision Hsueh-Ti Derek Liu Vladimir G. Kim Siddhartha Chaudhuri Noam Aigerman Alec Jacobson AI4CE 3DV 48 85 0 04 May 2020
Learning Local Neighboring Structure for Robust 3D Shape Representation Zhongpai Gao Junchi Yan Guangtao Zhai Juyong Zhang Yiyan Yang Xiaokang Yang 3DV 43 17 0 21 Apr 2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild Dominik Kulon R. Güler Iasonas Kokkinos M. Bronstein Stefanos Zafeiriou 3DH 44 210 0 04 Apr 2020
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes Jonas Schult Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC 3DV 62 85 0 02 Apr 2020
HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation Bardia Doosti Shujon Naha Majid Mirbagheri David J. Crandall 3DH 83 190 0 31 Mar 2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors Luca Cosmo Antonio Norelli Oshri Halimi Ron Kimmel Emanuele Rodolà 89 73 0 27 Mar 2020
3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Face Photos Zipeng Ye Mengfei Xia Yanan Sun Ran Yi Minjing Yu Juyong Zhang Yu-kun Lai Yong Liu 3DH CVBM 113 13 0 15 Mar 2020
Instant recovery of shape from spectrum via latent space connections R. Marin Arianna Rampini U. Castellani Emanuele Rodolà M. Ovsjanikov Simone Melzi 119 21 0 14 Mar 2020
Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks Jiangke Lin Yi Yuan Tianjia Shao Kun Zhou 3DH 3DV 86 103 0 12 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng Stefanos Zafeiriou 78 60 0 08 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 206 500 0 03 Mar 2020
Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth Meshes Kevin Qinghong Lin Lijuan Wang Ying Jin Zicheng Liu Ming-Ting Sun 3DH 26 4 0 28 Feb 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 109 262 0 23 Feb 2020
Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild Shangzhe Wu Christian Rupprecht Andrea Vedaldi OCL 106 310 0 25 Nov 2019
Towards a complete 3D morphable model of the human head Stylianos Ploumpis Evangelos Ververas Eimear O' Sullivan Stylianos Moschoglou Haoyang Wang Nick E. Pears W. Smith Baris Gecer Stefanos Zafeiriou 3DH 108 107 0 18 Nov 2019
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator Shunwang Gong Lei Chen M. Bronstein Stefanos Zafeiriou 3DH 136 148 0 13 Nov 2019
Neural Puppet: Generative Layered Cartoon Characters Selim Engin E. Mitchell Daewon Lee Jun Saito Daniel D. Lee 3DH GAN 70 11 0 04 Oct 2019
Unsupervised Generative 3D Shape Learning from Natural Images Attila Szabó Givi Meishvili Paolo Favaro GAN 3DH 3DV 69 69 0 01 Oct 2019
CvxNet: Learnable Convex Decomposition Boyang Deng Kyle Genova S. Yazdani Sofien Bouaziz Geoffrey E. Hinton Andrea Tagliasacchi 77 255 0 12 Sep 2019
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks Baris Gecer Alexandros Lattas Stylianos Ploumpis Jiankang Deng A. Papaioannou Stylianos Moschoglou Stefanos Zafeiriou CVBM GAN 3DH 81 68 0 05 Sep 2019
3D Morphable Face Models -- Past, Present and Future Bernhard Egger W. Smith A. Tewari Stefanie Wuhrer Michael Zollhoefer ... Adam Kortylewski S. Romdhani Christian Theobalt V. Blanz T. Vetter 3DH 128 420 0 03 Sep 2019
Mesh Variational Autoencoders with Edge Contraction Pooling Yu-Jie Yuan Yu-kun Lai J. Yang Hongbo Fu Lin Gao 3DPC 75 33 0 07 Aug 2019
Learning to Dress 3D People in Generative Clothing Qianli Ma Jinlong Yang Anurag Ranjan S. Pujades Gerard Pons-Moll Siyu Tang Michael J. Black 3DH 63 12 0 31 Jul 2019
Learning Embedding of 3D models with Quadric Loss Nitin Agarwal Sung-eui Yoon M. Gopi 3DPC 3DV 42 11 0 24 Jul 2019
Going Deeper with Lean Point Networks Eric-Tuan Lê Iasonas Kokkinos Niloy J. Mitra 3DPC 52 6 0 01 Jul 2019
DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects E. Tretschk A. Tewari Michael Zollhöfer Vladislav Golyanik Christian Theobalt AI4CE 3DV 87 42 0 24 May 2019
Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision Soubhik Sanyal Timo Bolkart Haiwen Feng Michael J. Black 3DH CVBM 63 291 0 16 May 2019
Disentangled Human Body Embedding Based on Deep Hierarchical Neural Network Boyi Jiang Juyong Zhang Jianfei Cai Jianmin Zheng 3DH AI4CE 86 38 0 14 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 114 528 0 08 May 2019
Capture, Learning, and Synthesis of 3D Speaking Styles Daniel Cudeiro Timo Bolkart Cassidy Laidlaw Anurag Ranjan Michael J. Black CVBM 3DH 108 344 0 08 May 2019
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation Giorgos Bouritsas Sergiy Bokhnyak Stylianos Ploumpis M. Bronstein Stefanos Zafeiriou MedIm 3DH 87 165 0 08 May 2019
Single Image 3D Hand Reconstruction with Mesh Convolutions Dominik Kulon Haoyang Wang R. Güler M. Bronstein Stefanos Zafeiriou 3DH 79 58 0 04 May 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild Jiankang Deng Jiaxin Guo Yuxiang Zhou Jinke Yu I. Kotsia Stefanos Zafeiriou CVBM 3DH 116 602 0 02 May 2019
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation Stylianos Moschoglou Stylianos Ploumpis M. Nicolaou A. Papaioannou Stefanos Zafeiriou CVBM 3DH 66 51 0 01 May 2019
3D Dense Face Alignment via Graph Convolution Networks Huawei Wei Shuang Liang Yichen Wei 3DH 3DV CVBM 52 25 0 11 Apr 2019
Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders Yuxiang Zhou Jiankang Deng I. Kotsia Stefanos Zafeiriou AI4CE CVBM 3DH 67 75 0 06 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 110 514 0 06 Apr 2019
MeshGAN: Non-linear 3D Morphable Models of Faces Shiyang Cheng M. Bronstein Yuxiang Zhou I. Kotsia Maja Pantic Stefanos Zafeiriou CVBM 3DH GAN 72 81 0 25 Mar 2019
Learning to Reconstruct People in Clothing from a Single RGB Camera Thiemo Alldieck M. Magnor Bharat Lal Bhatnagar Christian Theobalt Gerard Pons-Moll 3DH 91 329 0 14 Mar 2019
Combining 3D Morphable Models: A Large scale Face-and-Head Model Stylianos Ploumpis Haoyang Wang Nick E. Pears W. Smith Stefanos Zafeiriou CVBM 73 86 0 09 Mar 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 290 4,375 0 06 Mar 2019
3D Hand Shape and Pose Estimation from a Single RGB Image Liuhao Ge Zhou Ren Yuncheng Li Zehao Xue Yingying Wang Jianfei Cai Junsong Yuan 3DH 101 441 0 03 Mar 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
3D Face Modeling From Diverse Raw Scan Data Feng Liu Luan Tran Xiaoming Liu 3DH 3DV CVBM 77 49 0 13 Feb 2019
Synthesizing facial photometries and corresponding geometries using generative adversarial networks Gil Shamai Ron Slossberg Ron Kimmel GAN 3DH 73 31 0 19 Jan 2019
FML: Face Model Learning from Videos A. Tewari Florian Bernard Pablo Garrido Gaurav Bharaj Mohamed A. Elgharib Hans-Peter Seidel P. Pérez Michael Zollhöfer Christian Theobalt CVBM 3DH 86 152 0 18 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 255 2,913 0 10 Dec 2018