v1v2v3 (latest)

Geometric deep learning on graphs and manifolds using mixture model CNNs

25 November 2016

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

50 / 847 papers shown

Title
DropEdge: Towards Deep Graph Convolutional Networks on Node Classification Yu Rong Wenbing Huang Tingyang Xu Junzhou Huang 119 1,353 0 25 Jul 2019
IsoNN: Isomorphic Neural Network for Graph Representation Learning and Classification Lin Meng Jiawei Zhang GNN 69 19 0 22 Jul 2019
Image Classification with Hierarchical Multigraph Networks Boris Knyazev Xiaoyu Lin Mohamed R. Amer Graham W. Taylor GNN BDL 74 35 0 21 Jul 2019
PH-GCN: Person Re-identification with Part-based Hierarchical Graph Convolutional Network Bo Jiang Xixi Wang Bin Luo 120 19 0 20 Jul 2019
Deep Graph-Convolutional Image Denoising D. Valsesia Giulia Fracastoro E. Magli GNN SSL 59 145 0 19 Jul 2019
DeepDrawing: A Deep Learning Approach to Graph Drawing Yong Wang Zhihua Jin Qianwen Wang Weiwei Cui Tengfei Ma Huamin Qu 74 56 0 17 Jul 2019
Fast Haar Transforms for Graph Neural Networks Ming Li Zheng Ma Yu Guang Wang Xiaosheng Zhuang 83 76 0 10 Jul 2019
Dimensional Reweighting Graph Convolutional Networks Xu Zou Qiuye Jia Jianwei Zhang Chang Zhou Hongxia Yang Jie Tang GNN 53 8 0 04 Jul 2019
Spectral Clustering with Graph Neural Networks for Graph Pooling F. Bianchi Daniele Grattarola Cesare Alippi GNN 121 40 0 30 Jun 2019
Effective Rotation-invariant Point CNN with Spherical Harmonics kernels A. Poulenard Marie-Julie Rakotosaona Yann Ponty M. Ovsjanikov 3DPC 93 104 0 27 Jun 2019
Mapped Convolutions Marc Eder True Price Thanh Tien Vu Akash Bapat Jan-Michael Frahm 54 28 0 26 Jun 2019
Graph Star Net for Generalized Multi-Task Learning H. Lu Seth H. Huang Tian Ye Xiuyan Guo GNN 80 46 0 21 Jun 2019
ANAE: Learning Node Context Representation for Attributed Network Embedding Keting Cen Huawei Shen Jinhua Gao Qi Cao Bingbing Xu Xueqi Cheng GNN 55 1 0 20 Jun 2019
ParNet: Position-aware Aggregated Relation Network for Image-Text matching Yaxian Xia Lun Huang Wenmin Wang Xiao-Yong Wei Jie Chen 121 1 0 17 Jun 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 73 352 0 15 Jun 2019
A Two-Step Graph Convolutional Decoder for Molecule Generation Xavier Bresson T. Laurent 78 61 0 08 Jun 2019
Cormorant: Covariant Molecular Neural Networks Brandon M. Anderson Truong-Son Hy Risi Kondor 139 426 0 06 Jun 2019
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks Sitao Luan Mingde Zhao Xiao-Wen Chang Doina Precup GNN 86 157 0 05 Jun 2019
Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings P. Elinas Edwin V. Bonilla Louis C. Tiao BDL GNN 142 10 0 05 Jun 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 94 2,197 0 31 May 2019
NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds P. Jin Tianhao Lai Rongjie Lai Bin Dong 3DPC 31 3 0 29 May 2019
Provably Powerful Graph Networks Haggai Maron Heli Ben-Hamu Hadar Serviansky Y. Lipman 148 583 0 27 May 2019
Graph Attention Auto-Encoders Amin Salehi H. Davulcu GNN 72 122 0 26 May 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
Rank3DGAN: Semantic mesh generation using relative attributes Y. Saquil Qun-Ce Xu Yong-Liang Yang P. Hall GAN 33 4 0 24 May 2019
ncRNA Classification with Graph Convolutional Networks Emanuele Rossi Federico Monti M. Bronstein Pietro Lio MedIm GNN 73 27 0 16 May 2019
Graph Convolutional Gaussian Processes Ian Walker Ben Glocker GNN 118 36 0 14 May 2019
LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer Lin-Zhuo Chen Xuan-Yi Li Deng-Ping Fan Kai Wang Shao-Ping Lu Ming-Ming Cheng 3DPC 53 34 0 14 May 2019
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 140 1,095 0 11 May 2019
Deep Closest Point: Learning Representations for Point Cloud Registration Yue Wang Justin Solomon 3DPC 74 853 0 08 May 2019
Adaptive Image-Feature Learning for Disease Classification Using Inductive Graph Networks Hendrik Burwinkel Anees Kazi G. Vivar Shadi Albarqouni G. Zahnd Nassir Navab Seyed-Ahmad Ahmadi AI4CE 90 15 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
Understanding Attention and Generalization in Graph Neural Networks Boris Knyazev Graham W. Taylor Mohamed R. Amer GNN 181 343 0 08 May 2019
Single Image 3D Hand Reconstruction with Mesh Convolutions Dominik Kulon Haoyang Wang R. Güler M. Bronstein Stefanos Zafeiriou 3DH 81 58 0 04 May 2019
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion M. Sarmad H. J. Lee Y. Kim 3DPC 90 181 0 28 Apr 2019
PAN: Path Integral Based Convolution for Deep Graph Neural Networks Zheng Ma Ming Li Yuguang Wang GNN 70 24 0 24 Apr 2019
Exploring Structure-Adaptive Graph Learning for Robust Semi-Supervised Classification Xiang Gao Wei Hu Zongming Guo GNN 60 1 0 23 Apr 2019
GraphNAS: Graph Neural Architecture Search with Reinforcement Learning Yang Gao Hong Yang Peng Zhang Chuan Zhou Yue Hu AI4CE GNN 76 101 0 22 Apr 2019
Graph Element Networks: adaptive, structured computation and memory Ferran Alet Adarsh K. Jeewajee Maria Bauzá Alberto Rodriguez Tomas Lozano-Perez L. Kaelbling AI4CE GNN 128 76 0 18 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 175 2,560 0 18 Apr 2019
Deep Representation Learning for Social Network Analysis Qiaoyu Tan Ninghao Liu Helen Zhou AI4TS GNN 61 105 0 18 Apr 2019
Self-Attention Graph Pooling Junhyun Lee Inyeop Lee Jaewoo Kang GNN 192 1,133 0 17 Apr 2019
Deep Iterative Surface Normal Estimation J. E. Lenssen Christian Osendorfer Jonathan Masci 3DPC 46 1 0 15 Apr 2019
Graph-Based Method for Anomaly Prediction in Brain Network Jalal Mirakhorli H. Amindavar Mojgan Mirakhorli MedIm 35 1 0 15 Apr 2019
Graph Wavelet Neural Network Bingbing Xu Huawei Shen Qi Cao Yunqi Qiu Xueqi Cheng GNN 86 333 0 12 Apr 2019
Adaptive Hierarchical Down-Sampling for Point Cloud Classification E. Nezhadarya E. Taghavi Ryan Razani Bingbing Liu Jun Luo 3DPC 60 108 0 11 Apr 2019
Relational Graph Attention Networks Dan Busbridge Dane Sherburn Pietro Cavallo Nils Y. Hammerla GNN 63 183 0 11 Apr 2019
3D Dense Face Alignment via Graph Convolution Networks Huawei Wei Shuang Liang Yichen Wei 3DH 3DV CVBM 60 25 0 11 Apr 2019
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 121 117 0 11 Apr 2019
Topological based classification of paper domains using graph convolutional networks I. Benami Keren Cohen Oved Nagar Y. Louzoun GNN 36 5 0 10 Apr 2019