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Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

Papers citing "Dynamic Graph CNN for Learning on Point Clouds"

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Title
Learning Color Compatibility in Fashion Outfits Heming Zhang Xuewen Yang Jianchao Tan Chi-Hao Wu Jue Wang C.-C. Jay Kuo 51 12 0 05 Jul 2020
Local Grid Rendering Networks for 3D Object Detection in Point Clouds Jianan Li Jiashi Feng 3DPC 35 1 0 04 Jul 2020
Clustering of Electromagnetic Showers and Particle Interactions with Graph Neural Networks in Liquid Argon Time Projection Chambers Data F. Drielsma Qing Lin Pierre Côte de Soux Laura Dominé R. Itay D. Koh Bradley J. Nelson K. Terao K. Tsang T. Usher 71 5 0 02 Jul 2020
A Closer Look at Local Aggregation Operators in Point Cloud Analysis Ze Liu Han Hu Yue Cao Zheng Zhang Xin Tong 3DPC 78 185 0 02 Jul 2020
A Two-step Surface-based 3D Deep Learning Pipeline for Segmentation of Intracranial Aneurysms Xi Yang Ding Xia Taichi Kin Takeo Igarashi 3DPC 34 13 0 29 Jun 2020
DNF-Net: a Deep Normal Filtering Network for Mesh Denoising Xianzhi Li Ruihui Li Lei Zhu Chi-Wing Fu Pheng-Ann Heng AI4CE 68 49 0 28 Jun 2020
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization Jingang Tan Lili Chen Kangru Wang Jingquan Peng Jiamao Li Xiaolin Zhang 42 8 0 25 Jun 2020
Joint Object Detection and Multi-Object Tracking with Graph Neural Networks Yongxin Wang Kris Kitani Xinshuo Weng VOT 120 39 0 23 Jun 2020
Auxiliary Learning by Implicit Differentiation Aviv Navon Idan Achituve Haggai Maron Gal Chechik Ethan Fetaya 87 59 0 22 Jun 2020
Graph Neural Networks in TensorFlow and Keras with Spektral Daniele Grattarola Cesare Alippi GNN 179 156 0 22 Jun 2020
Few-shot 3D Point Cloud Semantic Segmentation Na Zhao Tat-Seng Chua Gim Hee Lee 3DPC 114 109 0 22 Jun 2020
Graph Pooling with Node Proximity for Hierarchical Representation Learning Xing Gao Wenrui Dai Chenglin Li H. Xiong P. Frossard 23 3 0 19 Jun 2020
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks F. Fuchs Daniel E. Worrall Volker Fischer Max Welling 3DPC 174 699 0 18 Jun 2020
TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations Jiahao Pang Duanshun Li Dong Tian 3DPC 105 40 0 17 Jun 2020
Generative 3D Part Assembly via Dynamic Graph Learning Jialei Huang Guanqi Zhan Qingnan Fan Kaichun Mo Lin Shao Baoquan Chen Leonidas Guibas Hao Dong 126 88 0 14 Jun 2020
DeeperGCN: All You Need to Train Deeper GCNs Guohao Li Chenxin Xiong Ali K. Thabet Guohao Li GNN 275 442 0 13 Jun 2020
Knowledge Embedding Based Graph Convolutional Network Donghan Yu Yiming Yang Ruohong Zhang Yuexin Wu GNN 110 12 0 12 Jun 2020
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning Xinshuo Weng Yongxin Wang Yunze Man Kris Kitani 3DPC VOT 90 218 0 12 Jun 2020
Local-Area-Learning Network: Meaningful Local Areas for Efficient Point Cloud Analysis Qendrim Bytyqi Nicola Wolpert E. Schömer 3DPC 55 3 0 12 Jun 2020
Rethinking Sampling in 3D Point Cloud Generative Adversarial Networks He Wang Zetian Jiang Li Yi Kaichun Mo Hao Su Leonidas Guibas 3DPC 52 19 0 12 Jun 2020
Pointer Graph Networks Petar Velivcković Lars Buesing Matthew Overlan Razvan Pascanu Oriol Vinyals Charles Blundell GNN 119 62 0 11 Jun 2020
Unsupervised Learning of 3D Point Set Registration Lingjing Wang Xiang Li Yi Fang 3DPC 44 10 0 11 Jun 2020
H3DNet: 3D Object Detection Using Hybrid Geometric Primitives Zaiwei Zhang Bo Sun Haitao Yang Qi-Xing Huang 3DPC 112 200 0 10 Jun 2020
MeshWalker: Deep Mesh Understanding by Random Walks Alon Lahav A. Tal 3DV 146 82 0 09 Jun 2020
Graph-Aware Transformer: Is Attention All Graphs Need? Sang-yong Yoo Young-Seok Kim Kang Lee Kuhwan Jeong Junhwi Choi Hoshik Lee Y. S. Choi GNN 97 11 0 09 Jun 2020
Stereo RGB and Deeper LIDAR Based Network for 3D Object Detection Qingdong He Zhengning Wang Hao Zeng Yijun Liu Shuaicheng Liu B. Zeng 3DPC 63 17 0 09 Jun 2020
Parameter-Efficient Person Re-identification in the 3D Space Zhedong Zheng Nenggan Zheng Yi Yang 3DPC 89 63 0 08 Jun 2020
Learning 3D-3D Correspondences for One-shot Partial-to-partial Registration Zheng Dang Fei Wang Mathieu Salzmann 3DPC 45 19 0 08 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 130 25 0 08 Jun 2020
DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling Moshe Eliasof Eran Treister 65 25 0 07 Jun 2020
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds Qingdong He Zhengning Wang Hao Zeng Yi Zeng Shuaicheng Liu 3DPC 59 102 0 07 Jun 2020
GRNet: Gridding Residual Network for Dense Point Cloud Completion Haozhe Xie Huanjin Yao Shangchen Zhou Jiageng Mao Shengping Zhang Wenxiu Sun 3DPC 90 317 0 06 Jun 2020
Higher-Order Explanations of Graph Neural Networks via Relevant Walks Thomas Schnake Oliver Eberle Jonas Lederer Shinichi Nakajima Kristof T. Schütt Klaus-Robert Muller G. Montavon 113 224 0 05 Jun 2020
Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning Aditya Sanghi 3DPC SSL 70 102 0 04 Jun 2020
CNNs on Surfaces using Rotation-Equivariant Features R. Wiersma E. Eisemann Klaus Hildebrandt 127 69 0 02 Jun 2020
Self-supervised Modal and View Invariant Feature Learning Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 58 29 0 28 May 2020
Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds Zhongpai Gao Guangtao Zhai Junchi Yan Xiaokang Yang 3DPC 31 2 0 27 May 2020
NENET: An Edge Learnable Network for Link Prediction in Scene Text M. Singh Sayan Banerjee S. Chaudhuri 28 1 0 25 May 2020
ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds Kibok Lee Zhuoyuan Chen Xinchen Yan R. Urtasun Ersin Yumer 3DPC 66 32 0 24 May 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review Ying Li Lingfei Ma Zilong Zhong Fei Liu Dongpu Cao Jonathan Li M. Chapman 3DPC 109 411 0 20 May 2020
Dense-Resolution Network for Point Cloud Classification and Segmentation Shi Qiu Saeed Anwar Nick Barnes 3DPC 64 94 0 14 May 2020
Geometric graphs from data to aid classification tasks with graph convolutional networks Yifan Qian P. Expert P. Panzarasa Mauricio Barahona GNN 59 9 0 08 May 2020
Point Cloud Completion by Skip-attention Network with Hierarchical Folding Xin Wen Tianyang Li Zhizhong Han Yu-Shen Liu 3DPC 115 243 0 08 May 2020
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans I. Drokin Elena Ericheva 3DPC 40 8 0 07 May 2020
RigNet: Neural Rigging for Articulated Characters Zhan Xu Yang Zhou E. Kalogerakis Chris Landreth Karan Singh 3DH 91 53 0 01 May 2020
MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling Y. Qian Junhui Hou Qijian Zhang Yiming Zeng Sam Kwong Ying He 3DPC 102 23 0 01 May 2020
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data Dan Jia Alexander Hermans Bastian Leibe 3DPC 57 40 0 29 Apr 2020
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes Haiyan Wang Xuejian Rong Liang Yang Jinglun Feng Shuihua Wang Yingli Tian 3DPC 67 45 0 26 Apr 2020
Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg SSL 56 36 0 21 Apr 2020
Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution Yingruo Fan Jacqueline C. K. Lam Victor O.K. Li 91 50 0 20 Apr 2020