Deformable Shape Completion with Graph Convolutional Autoencoders

1 December 2017

Papers citing "Deformable Shape Completion with Graph Convolutional Autoencoders"

40 / 40 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 29 0 0 03 May 2025
SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes Tianchang Shen Zheng Li Marc Law Matan Atzmon Sanja Fidler James Lucas Jun Gao Nicholas Sharp 3DH 29 3 0 30 Sep 2024
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes Hmrishav Bandyopadhyay Subhadeep Koley Ayan Das A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 45 13 0 07 Dec 2023
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 73 486 0 12 Oct 2022
Deep Structural Causal Shape Models Rajat Rasal Daniel Coelho De Castro Nick Pawlowski Ben Glocker 3DV MedIm 36 12 0 23 Aug 2022
ShapeFormer: Transformer-based Shape Completion via Sparse Representation Xingguang Yan Liqiang Lin Niloy J. Mitra Dani Lischinski Daniel Cohen-Or Hui Huang ViT 73 114 0 25 Jan 2022
Frame Averaging for Equivariant Shape Space Learning Matan Atzmon Koki Nagano Sanja Fidler S. Khamis Y. Lipman FedML 36 13 0 03 Dec 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 50 66 0 26 Nov 2021
Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement Huiwen Luo Koki Nagano Han-Wei Kung Mclean Goldwhite Qingguo Xu Zejian Wang Lingyu Wei Liwen Hu Hao Li 3DH 21 50 0 21 Jun 2021
Learning Feature Aggregation for Deep 3D Morphable Models Zhixiang Chen Tae-Kyun Kim 3DPC 3DH 45 24 0 05 May 2021
ASFM-Net: Asymmetrical Siamese Feature Matching Network for Point Completion Yaqi Xia Yan Xia Wei Li Rui Song Kai Cao Uwe Stilla 3DPC 19 86 0 19 Apr 2021
Learning Spectral Unions of Partial Deformable 3D Shapes Luca Moschella Simone Melzi Luca Cosmo Filippo Maggioli Or Litany M. Ovsjanikov Leonidas J. Guibas Emanuele Rodolà 24 7 0 31 Mar 2021
Point2Skeleton: Learning Skeletal Representations from Point Clouds Chu-Hsing Lin Changjian Li Yuan Liu Nenglun Chen Yi-King Choi Wenping Wang 3DPC 25 49 0 01 Dec 2020
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 168 4 0 19 Oct 2020
RISA-Net: Rotation-Invariant Structure-Aware Network for Fine-Grained 3D Shape Retrieval Rao Fu Jie Yang Jiawei Sun Fang-Lue Zhang Yu-Kun Lai Lin Gao 3DV 3DPC 3DH 34 2 0 02 Oct 2020
Learning Graph-Convolutional Representations for Point Cloud Denoising Francesca Pistilli Giulia Fracastoro D. Valsesia E. Magli 3DPC 22 76 0 06 Jul 2020
DNF-Net: a Deep Normal Filtering Network for Mesh Denoising Xianzhi Li Ruihui Li Lei Zhu Chi-Wing Fu Pheng-Ann Heng AI4CE 33 49 0 28 Jun 2020
ShapeFlow: Learnable Deformations Among 3D Shapes C. Jiang Jingwei Huang Andrea Tagliasacchi Leonidas J. Guibas 3DPC AI4CE 22 44 0 14 Jun 2020
SALD: Sign Agnostic Learning with Derivatives Matan Atzmon Y. Lipman 24 143 0 09 Jun 2020
CNNs on Surfaces using Rotation-Equivariant Features R. Wiersma E. Eisemann Klaus Hildebrandt 28 69 0 02 Jun 2020
PointTriNet: Learned Triangulation of 3D Point Sets Nicholas Sharp M. Ovsjanikov 3DPC 53 46 0 19 Apr 2020
DualSDF: Semantic Shape Manipulation using a Two-Level Representation Jinwei Gu Hadar Averbuch-Elor Noah Snavely Serge J. Belongie 3DPC 27 112 0 06 Apr 2020
LIMP: Learning Latent Shape Representations with Metric Preservation Priors Luca Cosmo Antonio Norelli Oshri Halimi Ron Kimmel Emanuele Rodolà 39 73 0 27 Mar 2020
Neural Pose Transfer by Spatially Adaptive Instance Normalization Jiashun Wang Chao Wen Yanwei Fu Haitao Lin Tianyun Zou Xiangyang Xue Yinda Zhang 3DH 14 57 0 16 Mar 2020
Instant recovery of shape from spectrum via latent space connections R. Marin Arianna Rampini U. Castellani Emanuele Rodolà M. Ovsjanikov Simone Melzi 35 20 0 14 Mar 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 42 32 0 06 Mar 2020
Meshlet Priors for 3D Mesh Reconstruction Abhishek Badki Orazio Gallo Jan Kautz P. Sen 21 45 0 06 Jan 2020
3D Shape Completion with Multi-view Consistent Inference T. Hu Zhizhong Han Matthias Zwicker 3DPC 3DV 27 51 0 28 Nov 2019
Mesh Variational Autoencoders with Edge Contraction Pooling Yu-Jie Yuan Yu-Kun Lai J. Yang Hongbo Fu Lin Gao 3DPC 31 31 0 07 Aug 2019
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning Jiwoong Park Minsik Lee H. Chang Kyuewang Lee J. Choi SSL 43 232 0 07 Aug 2019
Disentangled Human Body Embedding Based on Deep Hierarchical Neural Network Boyi Jiang Juyong Zhang Jianfei Cai Jianmin Zheng 3DH AI4CE 25 37 0 14 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 60 523 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 S. Zafeiriou MedIm 3DH 26 161 0 08 May 2019
Deep Surface Normal Estimation with Hierarchical RGB-D Fusion Jin Zeng Yanfeng Tong Yunmu Huang Qiong Yan Wenxiu Sun J. Chen Yongtian Wang 3DH 22 67 0 06 Apr 2019
Synthesizing facial photometries and corresponding geometries using generative adversarial networks Gil Shamai Ron Slossberg Ron Kimmel GAN 3DH 15 31 0 19 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 38 3,616 0 16 Jan 2019
Survey on Emotional Body Gesture Recognition F. Noroozi C. Corneanu D. Kamińska T. Sapinski Sergio Escalera G. Anbarjafari CVBM SLR 34 325 0 23 Jan 2018
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 260 1,811 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 261 3,240 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 189 1,941 0 24 Oct 2016