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Geometric deep learning on graphs and manifolds using mixture model CNNs
v1v2v3 (latest)

Geometric deep learning on graphs and manifolds using mixture model CNNs

25 November 2016
Federico Monti
Davide Boscaini
Jonathan Masci
Emanuele Rodolà
Jan Svoboda
M. Bronstein
    GNN
ArXiv (abs)PDFHTML

Papers citing "Geometric deep learning on graphs and manifolds using mixture model CNNs"

50 / 862 papers shown
Unsupervised Deep Learning for Structured Shape Matching
Unsupervised Deep Learning for Structured Shape Matching
Jean-Michel Roufosse
Abhishek Sharma
M. Ovsjanikov
3DPC
368
155
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10 Dec 2018
Self-supervised Learning of Dense Shape Correspondence
Self-supervised Learning of Dense Shape Correspondence
Oshri Halimi
Or Litany
Emanuele Rodolà
A. Bronstein
Ron Kimmel
3DPC
114
23
0
06 Dec 2018
ZerNet: Convolutional Neural Networks on Arbitrary Surfaces via Zernike
  Local Tangent Space Estimation
ZerNet: Convolutional Neural Networks on Arbitrary Surfaces via Zernike Local Tangent Space Estimation
Zhiyu Sun
Ethan Rooke
Jerome Charton
Yusen He
Jia Lu
Stephen Seung-Yeob Baek
330
22
0
03 Dec 2018
TextureNet: Consistent Local Parametrizations for Learning from
  High-Resolution Signals on Meshes
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes
Jingwei Huang
Haotian Zhang
L. Yi
Thomas Funkhouser
Matthias Nießner
Leonidas Guibas
3DPC3DV
313
125
0
30 Nov 2018
Bayesian graph convolutional neural networks for semi-supervised
  classification
Bayesian graph convolutional neural networks for semi-supervised classification
Yingxue Zhang
Soumyasundar Pal
Mark Coates
Deniz Üstebay
GNNBDL
201
247
0
27 Nov 2018
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping
Erhan Gundogdu
Victor Constantin
Amrollah Seifoddini
Minh Dang
Mathieu Salzmann
Pascal Fua
AI4CE3DH3DPC
235
149
0
27 Nov 2018
Graph Learning-Convolutional Networks
Graph Learning-Convolutional Networks
Bo Jiang
Ziyan Zhang
Doudou Lin
Jin Tang
GNNSSL
130
7
0
25 Nov 2018
Spectral Multigraph Networks for Discovering and Fusing Relationships in
  Molecules
Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules
Boris Knyazev
Xiao Lin
Mohamed R. Amer
Graham W. Taylor
GNN
138
31
0
23 Nov 2018
Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D
  Spherical Voxel Convolution
Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel ConvolutionAAAI Conference on Artificial Intelligence (AAAI), 2018
Yang You
Yujing Lou
Qi Liu
Yu-Wing Tai
Lizhuang Ma
Cewu Lu
Weiming Wang
3DPC
281
70
0
23 Nov 2018
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph
  Convolutional Networks
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional NetworksInternational Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2018
Mahsa Ghorbani
M. Baghshah
Hamid R. Rabiee
236
44
0
21 Nov 2018
Hierarchical Bipartite Graph Convolution Networks
Hierarchical Bipartite Graph Convolution Networks
Marcel Nassar
GNN
72
18
0
17 Nov 2018
Pitfalls of Graph Neural Network Evaluation
Pitfalls of Graph Neural Network Evaluation
Oleksandr Shchur
Maximilian Mumme
Aleksandar Bojchevski
Stephan Günnemann
GNN
429
1,604
0
14 Nov 2018
Gaussian-Induced Convolution for Graphs
Gaussian-Induced Convolution for Graphs
Jiatao Jiang
Zhen Cui
Chunyan Xu
Zhiqiang Wang
118
25
0
11 Nov 2018
Janossy Pooling: Learning Deep Permutation-Invariant Functions for
  Variable-Size Inputs
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs
R. Murphy
Ninad Kulkarni
Vinayak A. Rao
Yun Liang
355
202
0
05 Nov 2018
Towards Sparse Hierarchical Graph Classifiers
Towards Sparse Hierarchical Graph Classifiers
Cătălina Cangea
Petar Velickovic
Nikola Jovanović
Thomas Kipf
Pietro Lio
GNN
308
283
0
03 Nov 2018
Modeling Attention Flow on Graphs
Modeling Attention Flow on Graphs
Xiaoran Xu
Songpeng Zu
Chengliang Gao
Yuan Zhang
Wei Feng
GNN
156
11
0
01 Nov 2018
DeepSphere: Efficient spherical Convolutional Neural Network with
  HEALPix sampling for cosmological applications
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications
Nathanael Perraudin
M. Defferrard
T. Kacprzak
R. Sgier
285
187
0
29 Oct 2018
A Convolutional Autoencoder Approach to Learn Volumetric Shape
  Representations for Brain Structures
A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain Structures
Evan M. Yu
M. Sabuncu
DRL
72
3
0
17 Oct 2018
Predict then Propagate: Graph Neural Networks meet Personalized PageRank
Predict then Propagate: Graph Neural Networks meet Personalized PageRank
Johannes Klicpera
Aleksandar Bojchevski
Stephan Günnemann
GNN
984
1,914
0
14 Oct 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution
Multi-directional Geodesic Neural Networks via Equivariant Convolution
A. Poulenard
M. Ovsjanikov
3DH
165
98
0
01 Oct 2018
Every Node Counts: Self-Ensembling Graph Convolutional Networks for
  Semi-Supervised Learning
Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised LearningPattern Recognition (Pattern Recognit.), 2018
Yawei Luo
T. Guan
Junqing Yu
Ping Liu
Yi Yang
SSLGNN
178
34
0
26 Sep 2018
Hypergraph Neural Networks
Hypergraph Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2018
Yifan Feng
Haoxuan You
Zizhao Zhang
Rongrong Ji
Yue Gao
GNN
325
1,717
0
25 Sep 2018
Deep Part Induction from Articulated Object Pairs
Deep Part Induction from Articulated Object Pairs
L. Yi
Haibin Huang
Difan Liu
E. Kalogerakis
Hao Su
Leonidas Guibas
3DPC
183
114
0
19 Sep 2018
A Simple Approach to Intrinsic Correspondence Learning on Unstructured
  3D Meshes
A Simple Approach to Intrinsic Correspondence Learning on Unstructured 3D Meshes
I. Lim
A.C.A. Dielen
M. Campen
Leif Kobbelt
247
102
0
18 Sep 2018
Graph Neural Networks for IceCube Signal Classification
Graph Neural Networks for IceCube Signal Classification
Nicholas Choma
Federico Monti
Lisa Gerhardt
T. Palczewski
Z. Ronaghi
P. Prabhat
W. Bhimji
M. Bronstein
S. Klein
Joan Bruna
232
79
0
17 Sep 2018
Integrative Analysis of Patient Health Records and Neuroimages via
  Memory-based Graph Convolutional Network
Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network
Xi Sheryl Zhang
Jingyuan Chou
Fei Wang
199
15
0
17 Sep 2018
MeshCNN: A Network with an Edge
MeshCNN: A Network with an Edge
Rana Hanocka
Amir Hertz
N. Fish
Raja Giryes
S. Fleishman
Daniel Cohen-Or
276
328
0
16 Sep 2018
Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds
Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds
Christoph Großbröhmer
Jasper Diesel
M. Heinrich
DiffM3DPC
148
7
0
14 Sep 2018
Adaptive Sampling Towards Fast Graph Representation Learning
Adaptive Sampling Towards Fast Graph Representation Learning
Wen-bing Huang
Tong Zhang
Yu Rong
Junzhou Huang
GNN
202
529
0
14 Sep 2018
Bayesian Semi-supervised Learning with Graph Gaussian Processes
Bayesian Semi-supervised Learning with Graph Gaussian Processes
Yin Cheng Ng
Nicolo Colombo
Ricardo M. A. Silva
BDL
322
93
0
12 Sep 2018
Higher-order Graph Convolutional Networks
Higher-order Graph Convolutional Networks
J. B. Lee
Ryan A. Rossi
Xiangnan Kong
Sungchul Kim
Eunyee Koh
Anup B. Rao
GNN
150
38
0
12 Sep 2018
Discriminative Learning of Similarity and Group Equivariant
  Representations
Discriminative Learning of Similarity and Group Equivariant Representations
Shubhendu Trivedi
144
1
0
30 Aug 2018
Smoothed Dilated Convolutions for Improved Dense Prediction
Smoothed Dilated Convolutions for Improved Dense Prediction
Zhengyang Wang
Shuiwang Ji
167
174
0
27 Aug 2018
Learning Human-Object Interactions by Graph Parsing Neural Networks
Learning Human-Object Interactions by Graph Parsing Neural Networks
Siyuan Qi
Wenguan Wang
Baoxiong Jia
Jianbing Shen
Song-Chun Zhu
GNN
232
568
0
23 Aug 2018
Isometric Transformation Invariant Graph-based Deep Neural Network
Isometric Transformation Invariant Graph-based Deep Neural Network
Renata Khasanova
P. Frossard
108
3
0
21 Aug 2018
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel
  Frames
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames
Yuqi Yang
Shilin Liu
Hao Pan
Yang Liu
Xin Tong
3DPC3DV
164
17
0
15 Aug 2018
Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep
  Learning
Grassmannian Learning: Embedding Geometry Awareness in Shallow and Deep Learning
Jiayao Zhang
Guangxu Zhu
R. Heath
Kaibin Huang
135
45
0
07 Aug 2018
Deep Generative Modeling for Scene Synthesis via Hybrid Representations
Deep Generative Modeling for Scene Synthesis via Hybrid Representations
Zaiwei Zhang
Zhenpei Yang
Chongyang Ma
Linjie Luo
Alexander G. Huth
E. Vouga
Qi-Xing Huang
GAN3DPC
208
143
0
06 Aug 2018
A survey on Deep Learning Advances on Different 3D Data Representations
A survey on Deep Learning Advances on Different 3D Data Representations
Eman Ahmed
Alexandre Saint
Abd El Rahman Shabayek
K. Cherenkova
Rig Das
Gleb Gusev
Djamila Aouada
Björn E. Ottersten
AI4TS3DPC
222
108
0
04 Aug 2018
Perturbation Robust Representations of Topological Persistence Diagrams
Perturbation Robust Representations of Topological Persistence Diagrams
Anirudh Som
Kowshik Thopalli
Karthikeyan N. Ramamurthy
Vinay Venkataraman
Ankita Shukla
Pavan Turaga
154
19
0
26 Jul 2018
Generating 3D faces using Convolutional Mesh Autoencoders
Generating 3D faces using Convolutional Mesh Autoencoders
Anurag Ranjan
Timo Bolkart
Soubhik Sanyal
Michael J. Black
CVBM3DH
386
610
0
26 Jul 2018
When Work Matters: Transforming Classical Network Structures to Graph
  CNN
When Work Matters: Transforming Classical Network Structures to Graph CNN
Wenting Zhao
Chunyan Xu
Zhen Cui
Tong Zhang
Jiatao Jiang
Ying Tai
Zhiqiang Wang
GNN
125
15
0
07 Jul 2018
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional
  Neural Network
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network
Risi Kondor
Zhen Lin
Shubhendu Trivedi
366
296
0
24 Jun 2018
Wall Stress Estimation of Cerebral Aneurysm based on Zernike
  Convolutional Neural Networks
Wall Stress Estimation of Cerebral Aneurysm based on Zernike Convolutional Neural Networks
Zhiyu Sun
Jia Lu
Stephen Seung-Yeob Baek
57
0
0
20 Jun 2018
Learning Conditioned Graph Structures for Interpretable Visual Question
  Answering
Learning Conditioned Graph Structures for Interpretable Visual Question Answering
Will Norcliffe-Brown
Efstathios Vafeias
Sarah Parisot
GNN
389
252
0
19 Jun 2018
3D-CODED : 3D Correspondences by Deep Deformation
3D-CODED : 3D Correspondences by Deep Deformation
Thibault Groueix
Matthew Fisher
Vladimir G. Kim
Bryan C. Russell
Mathieu Aubry
3DPC3DV
399
351
0
13 Jun 2018
Representation Learning on Graphs with Jumping Knowledge Networks
Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu
Chengtao Li
Yonglong Tian
Tomohiro Sonobe
Ken-ichi Kawarabayashi
Stefanie Jegelka
GNN
853
2,233
0
09 Jun 2018
Deep Vessel Segmentation By Learning Graphical Connectivity
Deep Vessel Segmentation By Learning Graphical Connectivity
Seung Yeon Shin
Soochahn Lee
I. Yun
Kyoung Mu Lee
158
227
0
06 Jun 2018
Graph Saliency Maps through Spectral Convolutional Networks: Application
  to Sex Classification with Brain Connectivity
Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity
Salim Arslan
S. Ktena
Ben Glocker
Daniel Rueckert
GNN
150
58
0
05 Jun 2018
Disease Prediction using Graph Convolutional Networks: Application to
  Autism Spectrum Disorder and Alzheimer's Disease
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease
Sarah Parisot
S. Ktena
Enzo Ferrante
M. J. Lee
Ricardo Guerrero
Ben Glocker
Daniel Rueckert
MedIm
206
632
0
05 Jun 2018
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