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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
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification Negar Heidari Alexandros Iosifidis GNN 66 14 0 27 Mar 2020
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks M. Balcilar G. Renton Pierre Héroux Benoit Gaüzère Sébastien Adam P. Honeine 70 60 0 26 Mar 2020
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 239 233 0 23 Mar 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end A. Nassar Stefano Dáronco Sébastien Lefèvre Jan Dirk Wegner ObjD 42 3 0 23 Mar 2020
Incomplete Graph Representation and Learning via Partial Graph Neural Networks Bo Jiang Ziyan Zhang AI4CE GNN 125 19 0 23 Mar 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection Xiaoya Li Yuxian Meng Mingxin Zhou Qinghong Han Leilei Gan Jiwei Li 86 20 0 22 Mar 2020
Towards Time-Aware Context-Aware Deep Trust Prediction in Online Social Networks S. Ghafari 24 2 0 21 Mar 2020
Cross-Shape Attention for Part Segmentation of 3D Point Clouds Marios Loizou Siddhant Garg Dmitry Petrov Melinos Averkiou E. Kalogerakis 3DPC 117 2 0 20 Mar 2020
Affinity Graph Supervision for Visual Recognition Chu Wang Babak Samari Vladimir G. Kim S. Chaudhuri Kaleem Siddiqi GNN 57 8 0 19 Mar 2020
A Dynamic Reduction Network for Point Clouds L. Gray T. Klijnsma Shamik Ghosh 3DPC GNN 75 9 0 18 Mar 2020
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs P. D. Haan Maurice Weiler Taco S. Cohen Max Welling 164 130 0 11 Mar 2020
Learning Diverse Fashion Collocation by Neural Graph Filtering Xin Liu Yongbin Sun Ziwei Liu Dahua Lin 99 26 0 11 Mar 2020
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video Junfa Liu Juan Rojas Zhijun Liang Yihui Li Yisheng Guang 3DH 110 15 0 11 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng Stefanos Zafeiriou 85 61 0 08 Mar 2020
GeoConv: Geodesic Guided Convolution for Facial Action Unit Recognition Yuedong Chen Guoxian Song Zhiwen Shao Jianfei Cai Tat-Jen Cham Jianming Zheng CVBM 47 28 0 06 Mar 2020
PushNet: Efficient and Adaptive Neural Message Passing Julian Busch Jiaxing Pi T. Seidl GNN 93 12 0 04 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 625 956 0 02 Mar 2020
Introduction to deep learning Lihi Shiloh-Perl Raja Giryes 65 0 0 29 Feb 2020
Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu Aggarwal Chang-Tien Lu 87 46 0 27 Feb 2020
Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes Jilin Hu Jianbing Shen B. Yang Ling Shao BDL GNN 92 18 0 26 Feb 2020
FPConv: Learning Local Flattening for Point Convolution Yiqun Lin Zizheng Yan Haibin Huang Dong Du Ligang Liu Shuguang Cui Xiaoguang Han 3DPC 72 149 0 25 Feb 2020
A Convolutional Neural Network into graph space Maxime Martineau R. Raveaux Donatello Conte G. Venturini GNN 43 2 0 20 Feb 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 99 101 0 19 Feb 2020
Inductive Representation Learning on Temporal Graphs Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 109 638 0 19 Feb 2020
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs Han Yang Xiao Yan XINYAN DAI Yongqiang Chen James Cheng 131 36 0 18 Feb 2020
Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN Hang Xu Linpu Fang Xiaodan Liang Wenxiong Kang Zhenguo Li ObjD 63 23 0 18 Feb 2020
Ripple Walk Training: A Subgraph-based training framework for Large and Deep Graph Neural Network Jiyang Bai Yuxiang Ren Jiawei Zhang GNN 94 32 0 17 Feb 2020
Superpixel Image Classification with Graph Attention Networks Pedro H. C. Avelar Anderson R. Tavares T. L. T. D. Silveira C. R. Jung Luís C. Lamb GNN 60 50 0 13 Feb 2020
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 346 1,131 0 13 Feb 2020
Differentiable Graph Module (DGM) for Graph Convolutional Networks Anees Kazi Luca Cosmo Seyed-Ahmad Ahmadi Nassir Navab M. Bronstein GNN MedIm 91 133 0 11 Feb 2020
Bin2vec: Learning Representations of Binary Executable Programs for Security Tasks Shushan Arakelyan Sima Arasteh Christophe Hauser Erik Kline Aram Galstyan 78 20 0 09 Feb 2020
Continuous Geodesic Convolutions for Learning on 3D Shapes Zhangsihao Yang Or Litany Tolga Birdal Srinath Sridhar Leonidas Guibas 3DH 3DPC 3DV 67 30 0 06 Feb 2020
3D Shape Segmentation with Geometric Deep Learning Davide Boscaini Fabio Poiesi 3DV 3DPC 36 2 0 02 Feb 2020
Rich-Item Recommendations for Rich-Users: Exploiting Dynamic and Static Side Information A. Budhiraja Gaurush Hiranandani Darshak Chhatbar Aditya Sinha Navya Yarrabelly Ayush Choure Oluwasanmi Koyejo Prateek Jain 62 4 0 28 Jan 2020
The Whole Is Greater Than the Sum of Its Nonrigid Parts Oshri Halimi I. Imanuel Or Litany Giovanni Trappolini Emanuele Rodolà Leonidas Guibas Ron Kimmel 3DPC 3DV 92 11 0 27 Jan 2020
Get Rid of Suspended Animation Problem: Deep Diffusive Neural Network on Graph Semi-Supervised Classification Jiawei Zhang GNN 50 4 0 22 Jan 2020
EdgeNets:Edge Varying Graph Neural Networks Elvin Isufi Fernando Gama Alejandro Ribeiro GNN 97 82 0 21 Jan 2020
Recovering Geometric Information with Learned Texture Perturbations Jane Wu Yongxu Jin Z. Geng Hui Zhou Ronald Fedkiw 44 6 0 20 Jan 2020
Siamese Graph Neural Networks for Data Integration E. Krivosheev Mattia Atzeni Katsiaryna Mirylenka P. Scotton Fabio Casati GNN 46 13 0 17 Jan 2020
Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data Kyoung-Woon On Eun-Sol Kim Y. Heo Byoung-Tak Zhang BDL 52 6 0 17 Jan 2020
Graph Inference Learning for Semi-supervised Classification Chunyan Xu Zhen Cui Xiaobin Hong Tong Zhang Jian Yang Wei Liu 70 30 0 17 Jan 2020
Graph-Bert: Only Attention is Needed for Learning Graph Representations Jiawei Zhang Haopeng Zhang Congying Xia Li Sun 109 306 0 15 Jan 2020
Graph Signal Processing -- Part III: Machine Learning on Graphs, from Graph Topology to Applications Ljubisa Stankovic Danilo P. Mandic M. Daković M. Brajović Bruno Scalzo Shengxi Li A. Constantinides 91 23 0 02 Jan 2020
Improved Structural Discovery and Representation Learning of Multi-Agent Data Jennifer Hobbs Matthew Holbrook Nathan Frank Long Sha P. Lucey AI4TS 43 5 0 30 Dec 2019
Multi-Graph Transformer for Free-Hand Sketch Recognition Peng Xu Chaitanya K. Joshi Xavier Bresson ViT 109 87 0 24 Dec 2019
Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 83 432 0 15 Dec 2019
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices R. Rosu Peer Schütt Jan Quenzel Sven Behnke 3DPC 3DV 96 93 0 12 Dec 2019
VoronoiNet: General Functional Approximators with Local Support Francis Williams Daniele Panozzo K. M. Yi Andrea Tagliasacchi 57 15 0 08 Dec 2019
Representation Learning on Unit Ball with 3D Roto-Translational Equivariance Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 64 8 0 30 Nov 2019
Independence Promoted Graph Disentangled Networks Yanbei Liu Tianlin Li Shu Wu Zhitao Xiao 87 96 0 26 Nov 2019