3D Generative Model Latent Disentanglement via Local Eigenprojection

24 February 2023

Simone Foti

Bongjin Koo

Danail Stoyanov

Matthew J. Clarkson

ArXiv PDF HTML

Papers citing "3D Generative Model Latent Disentanglement via Local Eigenprojection"

32 / 32 papers shown

Title
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Chen 3DH 64 59 0 28 Mar 2022
Multimodal Conditional Image Synthesis with Product-of-Experts GANs Xun Huang Arun Mallya Ting-Chun Wang Xuan Li DiffM 56 90 0 09 Dec 2021
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human Bodies Sandro Lombardi Bangbang Yang Tianxing Fan Hujun Bao Guofeng Zhang Marc Pollefeys Zhaopeng Cui 3DH 51 9 0 30 Nov 2021
EditGAN: High-Precision Semantic Image Editing Huan Ling Karsten Kreis Daiqing Li Seung Wook Kim Antonio Torralba Sanja Fidler DiffM GAN 47 203 0 04 Nov 2021
Self-Supervised Learning Disentangled Group Representation as Feature Tan Wang Zhongqi Yue Jianqiang Huang Qianru Sun Hanwang Zhang OOD 59 69 0 28 Oct 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 160 1,591 0 23 Jun 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 184 134 0 07 Jan 2021
Codimensional Incremental Potential Contact Minchen Li D. Kaufman Chenfanfu Jiang 34 119 0 07 Dec 2020
Intraoperative Liver Surface Completion with Graph Convolutional VAE Simone Foti Bongjin Koo T. Dowrick João Ramalhinho M. Allam B. Davidson Danail Stoyanov Matthew J. Clarkson DRL MedIm 38 14 0 08 Sep 2020
Learning Disentangled Representations with Latent Variation Predictability Xinqi Zhu Chang Xu Dacheng Tao CoGe DRL 44 26 0 25 Jul 2020
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 46 75 0 08 Jun 2020
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs Yujun Shen Ceyuan Yang Xiaoou Tang Bolei Zhou GAN CVBM 61 598 0 18 May 2020
Disentangled Image Generation Through Structured Noise Injection Yazeed Alharbi Peter Wonka 56 71 0 26 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 109 902 0 06 Apr 2020
Guided Variational Autoencoder for Disentanglement Learning Zheng Ding Yifan Xu Weijian Xu Gaurav Parmar Yang Yang Max Welling Zhuowen Tu DRL CoGe 53 107 0 02 Apr 2020
Learning Formation of Physically-Based Face Attributes Ruilong Li Kalle Bladin Yajie Zhao Chinmay Chinara Owen Ingraham ... Xinglei Ren P. Prasad B. Kishore Jun Xing Hao Li CVBM 3DH 106 113 0 02 Apr 2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors Luca Cosmo Antonio Norelli Oshri Halimi Ron Kimmel Emanuele Rodolà 57 73 0 27 Mar 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 125 418 0 10 Feb 2020
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 66 107 0 18 Nov 2019
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator Shunwang Gong Lei Chen M. Bronstein Stefanos Zafeiriou 3DH 89 148 0 13 Nov 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 66 419 0 03 Sep 2019
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation Cheng-Han Lee Ziwei Liu Lingyun Wu Ping Luo CVBM 144 1,074 0 27 Jul 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 85 666 0 28 Jun 2019
Combining 3D Morphable Models: A Large scale Face-and-Head Model Stylianos Ploumpis Haoyang Wang Nick E. Pears W. Smith Stefanos Zafeiriou CVBM 63 87 0 09 Mar 2019
Disentangled Representation Learning for 3D Face Shape Zi-Hang Jiang Qianyi Wu Keyu Chen Juyong Zhang DRL 3DH CoGe CVBM 42 109 0 26 Feb 2019
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 62 1,346 0 16 Feb 2018
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 83 703 0 29 Nov 2017
3D Menagerie: Modeling the 3D shape and pose of animals Silvia Zuffi Angjoo Kanazawa David Jacobs Michael J. Black 3DH 79 385 0 23 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 309 4,569 0 13 Nov 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 308 7,646 0 30 Jun 2016
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 189 4,870 0 21 Dec 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 224 12,422 0 24 Jun 2012