A Point Cloud Generative Model via Tree-Structured Graph Convolutions
for 3D Brain Shape Reconstruction

A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction

21 July 2021

Shuqiang Wang

Papers citing "A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction"

19 / 19 papers shown

Title
SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-sampling from a Single Image Bowen Hu Baiying Lei Sibo Qiao Hieu Pham Shuqiang Wang Michael Kwok-Po Ng 3DPC 3DV 67 0 0 22 May 2023
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 64 30,021 0 01 Mar 2022
Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment Wen Yu Baiying Lei Michael K. Ng Albert C. Cheung Yanyan Shen Shuqiang Wang 22 105 0 03 Aug 2020
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud Xiao-Yun Zhou Zhao-Yang Wang Peichao Li Jian-Qing Zheng Guang-Zhong Yang 3DPC 77 21 0 24 Jul 2019
Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis Anjany Sekuboyina Markus Rempfler A. Valentinitsch M. Löffler Jan S. Kirschke Bjoern Menze 3DPC 44 10 0 22 Jul 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 62 280 0 15 May 2019
Simplifying Graph Convolutional Networks Felix Wu Tianyi Zhang Amauri Souza Christopher Fifty Tao Yu Kilian Q. Weinberger GNN 127 3,149 0 19 Feb 2019
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 65 1,323 0 05 Apr 2018
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 87 3,700 0 17 Nov 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 203 11,000 0 07 Jun 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 50 9,509 0 31 Mar 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 112 4,772 0 17 Mar 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 131 2,223 0 02 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 348 14,191 0 02 Dec 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 245 1,949 0 24 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 305 28,795 0 09 Sep 2016
FPNN: Field Probing Neural Networks for 3D Data Yangyan Li Soren Pirk Hao Su C. Qi Leonidas Guibas 3DPC 51 288 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 786 192,638 0 10 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 205 13,968 0 19 Nov 2015

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