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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"

50 / 2,313 papers shown

Title
Geometric Adversarial Attacks and Defenses on 3D Point Clouds Itai Lang Uriel Kotlicki S. Avidan AAML 3DPC 101 17 0 10 Dec 2020
Utilising Graph Machine Learning within Drug Discovery and Development Thomas Gaudelet Ben Day Arian R. Jamasb Jyothish Soman Cristian Regep ... Jian Tang D. Roblin Tom L. Blundell M. Bronstein J. Taylor-King AI4CE 97 38 0 09 Dec 2020
Canonical Capsules: Self-Supervised Capsules in Canonical Pose Weiwei Sun Andrea Tagliasacchi Boyang Deng S. Sabour S. Yazdani Geoffrey E. Hinton K. M. Yi 3DPC 87 49 0 08 Dec 2020
ODFNet: Using orientation distribution functions to characterize 3D point clouds Y. Sahin Alican Mertan Gözde B. Ünal 3DPC 112 7 0 08 Dec 2020
SPU-Net: Self-Supervised Point Cloud Upsampling by Coarse-to-Fine Reconstruction with Self-Projection Optimization Xinhai Liu Xinchen Liu Yu-Shen Liu Zhizhong Han 3DPC 87 66 0 08 Dec 2020
Rotation-Invariant Point Convolution With Multiple Equivariant Alignments Hugues Thomas 3DPC 47 12 0 07 Dec 2020
Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion Xu Yan Jiantao Gao Jie Li Ruimao Zhang Zhen Li Rui Huang Shuguang Cui 3DPC 87 277 0 07 Dec 2020
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification Rui Yang Wenrui Dai Chenglin Li Junni Zou H. Xiong 120 21 0 07 Dec 2020
ParaNet: Deep Regular Representation for 3D Point Clouds Qijian Zhang Junhui Hou Y. Qian Juyong Zhang Ying He 3DPC 26 1 0 05 Dec 2020
Learning Equivariant Representations Carlos Esteves BDL 61 0 0 04 Dec 2020
Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders Jie Yang Lin Gao Qingyang Tan Yihua Huang Shi-hong Xia Yu-kun Lai 68 13 0 04 Dec 2020
Sparse Convolutions on Continuous Domains for Point Cloud and Event Stream Networks Dominic Jack Frederic Maire Simon Denman Anders P. Eriksson 3DPC 63 3 0 02 Dec 2020
PlueckerNet: Learn to Register 3D Line Reconstructions Liu Liu Hongdong Li Haodong Yao Ruyi Zha 3DPC 3DV 57 6 0 02 Dec 2020
PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds Yi Wei Ziyi Wang Yongming Rao Jiwen Lu Jie Zhou 3DPC 104 100 0 02 Dec 2020
DiffusionNet: Discretization Agnostic Learning on Surfaces Nicholas Sharp Souhaib Attaiki Keenan Crane M. Ovsjanikov 3DH 99 211 0 01 Dec 2020
Unsupervised Segmentation for Terracotta Warrior Point Cloud (SRG-Net) Yao Hu Guohua Geng Kang Li Wei Zhou 3DPC 26 0 0 01 Dec 2020
DEF: Deep Estimation of Sharp Geometric Features in 3D Shapes Albert Matveev Ruslan Rakhimov Alexey Artemov G. Bobrovskikh Vage Egiazarian Emil Bogomolov Daniele Panozzo Denis Zorin Evgeny Burnaev 3DPC 74 20 0 30 Nov 2020
Occlusion Guided Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 119 29 0 30 Nov 2020
RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction Y. Nie Ji Hou Xiaoguang Han Matthias Nießner 3DPC 3DV 96 55 0 30 Nov 2020
TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting Xu Chen Yuanxing Zhang Lun Du Zheng Fang Yi Ren Kaigui Bian Kunqing Xie AI4TS 52 32 0 30 Nov 2020
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 93 141 0 30 Nov 2020
Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding Saqib Ali Khan Yilei Shi Muhammad Shahzad Xiaoxiang Zhu 3DPC 3DV 31 0 0 29 Nov 2020
Spherical Interpolated Convolutional Network with Distance-Feature Density for 3D Semantic Segmentation of Point Clouds Guangming Wang Yehui Yang Huixin Zhang Yanfeng Guo Hesheng Wang 3DPC 54 25 0 27 Nov 2020
MVTN: Multi-View Transformation Network for 3D Shape Recognition Abdullah Hamdi Silvio Giancola Guohao Li 3DV 3DPC 142 207 0 26 Nov 2020
PREDATOR: Registration of 3D Point Clouds with Low Overlap Shengyu Huang Zan Gojcic Mikhail (Misha) Usvyatsov A. Wieser Konrad Schindler 3DPC 86 492 0 25 Nov 2020
Recalibration of Neural Networks for Point Cloud Analysis Ignacio Sarasua Sebastian Polsterl Christian Wachinger 3DPC 45 1 0 25 Nov 2020
Deep Magnification-Flexible Upsampling over 3D Point Clouds Y. Qian Junhui Hou Sam Kwong Ying He 3DPC 77 45 0 25 Nov 2020
Recurrent Multi-view Alignment Network for Unsupervised Surface Registration Wanquan Feng Juyong Zhang Hongrui Cai Haofei Xu Junhui Hou Hujun Bao 3DV 3DPC 73 43 0 24 Nov 2020
Multi-Features Guidance Network for partial-to-partial point cloud registration Hongyuan Wang Xiang Liu Wen Kang Zhiqiang Yan Bingwen Wang Qianhao Ning 3DPC 43 19 0 24 Nov 2020
LiDAR-based Panoptic Segmentation via Dynamic Shifting Network Fangzhou Hong Hui Zhou Xinge Zhu Hongsheng Li Ziwei Liu 3DPC 98 94 0 24 Nov 2020
On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks Jiachen Sun Karl Koenig Yulong Cao Qi Alfred Chen Z. Morley Mao 3DPC 92 20 0 24 Nov 2020
AlphaMatch: Improving Consistency for Semi-supervised Learning with Alpha-divergence Chengyue Gong Dilin Wang Qiang Liu FedML 65 44 0 23 Nov 2020
RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers Saeid Asgari Taghanaki Jieliang Luo Ran Zhang Ye Wang P. Jayaraman Krishna Murthy Jatavallabhula 3DPC OOD 49 24 0 23 Nov 2020
3D Registration for Self-Occluded Objects in Context Zheng Dang Fei Wang Mathieu Salzmann 3DPC 45 2 0 23 Nov 2020
Nudge Attacks on Point-Cloud DNNs Yiren Zhao Ilia Shumailov Robert D. Mullins Ross J. Anderson 3DPC AAML 57 9 0 22 Nov 2020
VLG-Net: Video-Language Graph Matching Network for Video Grounding Mattia Soldan Mengmeng Xu Sisi Qu Jesper N. Tegnér Guohao Li 121 71 0 19 Nov 2020
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Yuexin Ma Wei Li Hongsheng Li Dahua Lin 3DPC 80 545 0 19 Nov 2020
Deep Positional and Relational Feature Learning for Rotation-Invariant Point Cloud Analysis Ruixuan Yu Xin Wei Federico Tombari Jian Sun 3DPC 74 38 0 18 Nov 2020
MGIC: Multigrid-in-Channels Neural Network Architectures Moshe Eliasof Jonathan Ephrath Lars Ruthotto Eran Treister 105 8 0 17 Nov 2020
Bridging the Reality Gap for Pose Estimation Networks using Sensor-Based Domain Randomization Frederik Hagelskjær A. Buch 3DPC 31 7 0 17 Nov 2020
Irregularly Tabulated MLP for Fast Point Feature Embedding Yusuke Sekikawa Teppei Suzuki 75 2 0 13 Nov 2020
A New Framework for Registration of Semantic Point Clouds from Stereo and RGB-D Cameras Ray Zhang Tzu-Yuan Lin Chien-Erh Lin Steven A. Parkison William Clark J. Grizzle Ryan Eustice Maani Ghaffari 3DV 3DPC 51 12 0 10 Nov 2020
MinkLoc3D: Point Cloud Based Large-Scale Place Recognition J. Komorowski 3DPC 107 189 0 09 Nov 2020
A Fast Hybrid Cascade Network for Voxel-based 3D Object Classification Ji Luo Hui Cao Jie Wang Siyu Zhang Shen Cai 3DPC 32 0 0 09 Nov 2020
ASFGNN: Automated Separated-Federated Graph Neural Network Longfei Zheng Jun Zhou Chaochao Chen Bingzhe Wu L. xilinx Wang Benyu Zhang FedML GNN 84 73 0 06 Nov 2020
PCEDNet : A Lightweight Neural Network for Fast and Interactive Edge Detection in 3D Point Clouds Chems-Eddine Himeur T. Lejemble Thomas Pellegrini M. Paulin L. Barthe Nicolas Mellado 3DPC 67 36 0 03 Nov 2020
Sampling and Recovery of Graph Signals based on Graph Neural Networks Siheng Chen Maosen Li Ya Zhang 144 4 0 03 Nov 2020
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation Juyoung Yang Chanho Lee Pyunghwan Ahn Haeil Lee Eojindl Yi Junmo Kim 3DPC 54 11 0 02 Nov 2020
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 190 2,025 0 02 Nov 2020
MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis Rahul Chakwate Arulkumar Subramaniam Anurag Mittal 3DPC 30 0 0 02 Nov 2020