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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
Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds Vage Egiazarian Savva Ignatyev Alexey Artemov Oleg Voynov A. Kravchenko Youyi Zheng Luiz Velho Evgeny Burnaev 3DPC 47 8 0 13 Dec 2019
One Framework to Register Them All: PointNet Encoding for Point Cloud Alignment Vinit Sarode Xueqian Li Hunter Goforth Yasuhiro Aoki Animesh Dhagat Rangaprasad Arun Srivatsan Simon Lucey Howie Choset 3DPC 41 14 0 12 Dec 2019
What You See is What You Get: Exploiting Visibility for 3D Object Detection Peiyun Hu Jason Ziglar David Held Deva Ramanan 3DPC 70 116 0 10 Dec 2019
Learning to Optimally Segment Point Clouds Peiyun Hu David Held Deva Ramanan 3DPC 18 18 0 10 Dec 2019
SampleNet: Differentiable Point Cloud Sampling Itai Lang Asaf Manor S. Avidan 3DPC 48 167 0 08 Dec 2019
Robust Deep Graph Based Learning for Binary Classification Minxiang Ye V. Stanković L. Stanković Gene Cheung OOD 76 12 0 06 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud Learning Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 98 245 0 06 Dec 2019
Multi-resolution Graph Neural Network for Identifying Disease-specific Variations in Brain Connectivity Xin Ma Guorong Wu Won Hwa Kim MedIm 20 4 0 03 Dec 2019
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds Abdullah Hamdi Sara Rojas Ali K. Thabet Guohao Li AAML 3DPC 122 131 0 01 Dec 2019
Morphing and Sampling Network for Dense Point Cloud Completion Minghua Liu Lu Sheng Sheng Yang Jing Shao Shimin Hu 3DPC 111 312 0 30 Nov 2019
Relation Graph Network for 3D Object Detection in Point Clouds Mingtao Feng Syed Zulqarnain Gilani Yaonan Wang Liang Zhang Ajmal Mian 3DPC 65 73 0 30 Nov 2019
SGAS: Sequential Greedy Architecture Search Ge Li Guocheng Qian Itzel C. Delgadillo Matthias Muller Ali K. Thabet Guohao Li 3DPC 84 188 0 30 Nov 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
Geometric Back-projection Network for Point Cloud Classification S. Qiu Saeed Anwar Nick Barnes 3DPC 69 3 0 28 Nov 2019
xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation M. Jaritz Tuan-Hung Vu Raoul de Charette É. Wirbel P. Pérez 3DPC 90 200 0 28 Nov 2019
PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds Wenxuan Wu Zhiyuan Wang Zhuwen Li Wei Liu Fuxin Li 3DPC 92 78 0 27 Nov 2019
PointRGCN: Graph Convolution Networks for 3D Vehicles Detection Refinement Jesus Zarzar Silvio Giancola Guohao Li 3DPC 103 62 0 27 Nov 2019
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 184 1,957 0 26 Nov 2019
A Neural Rendering Framework for Free-Viewpoint Relighting Zhaoyu Chen Anpei Chen Guli Zhang Chengyuan Wang Yu Ji Kiriakos N. Kutulakos Jingyi Yu 147 50 0 26 Nov 2019
G-TAD: Sub-Graph Localization for Temporal Action Detection Mengmeng Xu Chen Zhao D. Rojas Ali K. Thabet Guohao Li 136 437 0 26 Nov 2019
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds Qingyong Hu Bo Yang Linhai Xie Stefano Rosa Yulan Guo Zhihua Wang A. Trigoni Andrew Markham 3DPC 112 1,519 0 25 Nov 2019
Nearest Neighbor Sampling of Point Sets using Rays Liangchen Liu Louis Ly C. Macdonald Y. Tsai 56 1 0 25 Nov 2019
Visualizing Point Cloud Classifiers by Curvature Smoothing Ziwen Chen Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 56 5 0 23 Nov 2019
Tabulated MLP for Fast Point Feature Embedding Yusuke Sekikawa Teppei Suzuki 49 5 0 23 Nov 2019
Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing Wen Shen Zhihua Wei Shikun Huang Binbin Zhang Panyue Chen Ping Zhao Quanshi Zhang 3DPC 45 1 0 20 Nov 2019
GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations Xiang Gao Wei Hu Guo-Jun Qi 3DPC 88 44 0 19 Nov 2019
Graph-Revised Convolutional Network Donghan Yu Ruohong Zhang Zhengbao Jiang Yuexin Wu Yiming Yang GNN 75 98 0 17 Nov 2019
On the choice of graph neural network architectures Clément Vignac Guillermo Ortiz-Jiménez P. Frossard GNN 55 10 0 13 Nov 2019
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations Xu Wang Jingming He Lin Ma 3DPC 94 57 0 13 Nov 2019
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research Krishna Murthy Jatavallabhula Edward James Smith Jean-Francois Lafleche Clement Fuji-Tsang Artem Rozantsev Wenzheng Chen Tommy Xiang Rev Lebaredian Sanja Fidler 3DPC AI4CE 93 127 0 12 Nov 2019
Data-Free Point Cloud Network for 3D Face Recognition Ziyu Zhang F. Da Yi Yu CVBM 3DH 3DPC 55 12 0 12 Nov 2019
SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation Xiao Sun Zheng Lian Jianguo Xiao 3DPC 68 97 0 06 Nov 2019
Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology Chenchen Zhao Jiaqi Yang Xin Xiong Angfan Zhu Zhiguo Cao Xin Li 3DPC 76 30 0 01 Nov 2019
POIRot: A rotation invariant omni-directional pointnet Liu Yang Rudrasis Chakraborty Stella X. Yu 3DPC 42 0 0 29 Oct 2019
PRNet: Self-Supervised Learning for Partial-to-Partial Registration Yue Wang Justin Solomon SSL 3DPC 142 390 0 27 Oct 2019
Iterative Distance-Aware Similarity Matrix Convolution with Mutual-Supervised Point Elimination for Efficient Point Cloud Registration Jiahao Li Changhao Zhang Ziyao Xu Hangning Zhou Chi Zhang 3DPC 30 2 0 23 Oct 2019
MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences Xingyu Liu Mengyuan Yan Jeannette Bohg 3DPC 67 194 0 21 Oct 2019
Endowing Deep 3D Models with Rotation Invariance Based on Principal Component Analysis Zelin Xiao Hongxin Lin Renjie Li Hongyang Chao Shengyong Ding 46 31 0 20 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 170 195 0 18 Oct 2019
Dynamic Graph Convolutional Networks Using the Tensor M-Product Osman Asif Malik Shashanka Ubaru L. Horesh M. Kilmer H. Avron 65 3 0 16 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNs Ge Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 98 176 0 15 Oct 2019
PRS-Net: Planar Reflective Symmetry Detection Net for 3D Models Lin Gao Ling-Xiao Zhang Hsien-Yu Meng Yi Ren Yu-kun Lai Leif Kobbelt 3DV 90 47 0 15 Oct 2019
AlignNet-3D: Fast Point Cloud Registration of Partially Observed Objects Johannes Gross Aljosa Osep Bastian Leibe 3DPC 73 50 0 10 Oct 2019
Irregular Convolutional Auto-Encoder on Point Clouds Yuhui Zhang G. Gutmann Konagaya Akihiko 3DPC 35 2 0 07 Oct 2019
On Universal Equivariant Set Networks Nimrod Segol Y. Lipman 3DPC 142 65 0 06 Oct 2019
Global visual localization in LiDAR-maps through shared 2D-3D embedding space Daniele Cattaneo Matteo Vaghi S. Fontana Augusto Luis Ballardini D. Sorrenti 65 54 0 02 Oct 2019
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 218 161 0 30 Sep 2019
Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification Albert Mosella-Montoro Javier Ruiz-Hidalgo 3DPC 128 8 0 30 Sep 2019
Point Attention Network for Semantic Segmentation of 3D Point Clouds Mingtao Feng Liang Zhang Xuefei Lin Syed Zulqarnain Gilani Ajmal Mian 3DPC 136 152 0 27 Sep 2019
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation Li Jiang Hengshuang Zhao Shu Liu Xiaoyong Shen Chi-Wing Fu Jiaya Jia 3DPC 82 194 0 23 Sep 2019