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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
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation Yuqian Chen Chaoyi Zhang Tengfei Xue Yang Song N. Makris Yogesh Rathi Weidong (Tom) Cai Fan Zhang L. O’Donnell 84 22 0 02 May 2022
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution Tze Ho Elden Tse K. Kim A. Leonardis H. Chang 3DH 139 61 0 27 Apr 2022
LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning Mingxing Xu Wenrui Dai Chenglin Li Junni Zou H. Xiong 22 5 0 27 Apr 2022
Density-preserving Deep Point Cloud Compression Yun He Xinlin Ren Danhang Tang Yinda Zhang Xiangyang Xue Yanwei Fu 3DPC 126 55 0 27 Apr 2022
IRC-safe Graph Autoencoder for unsupervised anomaly detection Oliver Atkinson Akanksha Bhardwaj C. Englert P. Konar Vishal S. Ngairangbam M. Spannowsky 72 26 0 26 Apr 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 72 40 0 25 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 116 117 0 25 Apr 2022
PU-EVA: An Edge Vector based Approximation Solution for Flexible-scale Point Cloud Upsampling Luqing Luo Lulu Tang Wanyi Zhou Shizheng Wang Zhixin Yang 3DPC 46 34 0 22 Apr 2022
TorchSparse: Efficient Point Cloud Inference Engine Haotian Tang Zhijian Liu Xiuyu Li Chengyue Wu Song Han 3DPC 75 103 0 21 Apr 2022
DGECN: A Depth-Guided Edge Convolutional Network for End-to-End 6D Pose Estimation Tuo Cao Fei Luo Yanping Fu Wenxiao Zhang Shengjie Zheng Chunxia Xiao 72 31 0 21 Apr 2022
Sequential Point Clouds: A Survey Haiyan Wang Yingli Tian 3DPC 76 7 0 20 Apr 2022
Semi-supervised 3D shape segmentation with multilevel consistency and part substitution Chun-Yu Sun Yu-Qi Yang Haoxiang Guo Peng-Shuai Wang Xin Tong Yang Liu H. Shum 3DV 3DPC 122 15 0 19 Apr 2022
Two-Stream Graph Convolutional Network for Intra-oral Scanner Image Segmentation Yue Zhao Lingming Zhang Yang Liu Deyu Meng Zhiming Cui Chenqiang Gao Xinbo Gao C. Lian Dinggang Shen 67 33 0 19 Apr 2022
Dynamic Point Cloud Denoising via Gradient Fields Q. Hu Wei Hu 3DPC DiffM 49 2 0 19 Apr 2022
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation Wenbo Zhao Xianming Liu Zhiwei Zhong Junjun Jiang Wei-Nan Gao Ge Li Xiangyang Ji 3DPC SSL 71 45 0 18 Apr 2022
MetaSets: Meta-Learning on Point Sets for Generalizable Representations Chao Huang Zhangjie Cao Yunbo Wang Jianmin Wang Mingsheng Long 3DPC 74 30 0 15 Apr 2022
GIFS: Neural Implicit Function for General Shape Representation Jianglong Ye Yuntao Chen Naiyan Wang Xinyu Wang AI4CE 3DH 115 65 0 14 Apr 2022
Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis F. Braeu Alexandre Hoang Thiery T. A. Tun A. Kadziauskiene George Barbastathis Tin Aung M. Girard 3DPC 95 17 0 14 Apr 2022
A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes M. Seiler Raphael Patrick Prager P. Kerschke Heike Trautmann 60 21 0 12 Apr 2022
3DeformRS: Certifying Spatial Deformations on Point Clouds S. GabrielPérez Juan C. Pérez Motasem Alfarra Silvio Giancola Guohao Li 3DPC 95 12 0 12 Apr 2022
HiTPR: Hierarchical Transformer for Place Recognition in Point Cloud Zhixing Hou Yan Yan Chengzhong Xu Hui Kong ViT 77 26 0 12 Apr 2022
Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders Yongqiang Mao Xian Sun Kaiqiang Chen Wenhui Diao Zonghao Guo Xiaonan Lu Kun Fu 3DPC 85 7 0 11 Apr 2022
Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition Axel Berg Magnus Oskarsson Mark O'Connor 3DPC ViT 82 27 0 08 Apr 2022
Autoregressive 3D Shape Generation via Canonical Mapping A. Cheng Xueting Li Sifei Liu Min Sun Ming-Hsuan Yang 3DPC 93 41 0 05 Apr 2022
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Runyu Ding Jihan Yang Li Jiang Xiaojuan Qi 3DPC 113 18 0 04 Apr 2022
Shape-Pose Disentanglement using SE(3)-equivariant Vector Neurons Oren Katzir Dani Lischinski Daniel Cohen-Or 3DPC 78 14 0 03 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Peng Gao Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 88 19 0 03 Apr 2022
Deep Algebraic Fitting for Multiple Circle Primitives Extraction from Raw Point Clouds Zeyong Wei Honghua Chen Hao Tang Qian Xie Mingqiang Wei Jun Wang 3DPC 71 1 0 02 Apr 2022
CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection Yanan Zhang Jiaxin Chen Di Huang ViT 3DPC 129 58 0 01 Apr 2022
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications Kamilia Mullakaeva Luca Cosmo Anees Kazi Seyed-Ahmad Ahmadi Nassir Navab Michael M. Bronstein 83 8 0 01 Apr 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 86 25 0 31 Mar 2022
Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition Souvik Hazra Hao Feng Gamze Naz Kiprit Michael Stephan Lorenzo Servadei Robert Wille R. Weigel Avik Santra 3DPC 60 6 0 31 Mar 2022
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs Jiying Zhang Fuyang Li Xi Xiao Tingyang Xu Yu Rong Junzhou Huang Yatao Bian GNN 72 24 0 31 Mar 2022
Meta-Sampler: Almost-Universal yet Task-Oriented Sampling for Point Clouds Ta-Ying Cheng Qingyong Hu Qian Xie Niki Trigoni Andrew Markham 3DPC 36 14 0 30 Mar 2022
Learning a Structured Latent Space for Unsupervised Point Cloud Completion Yingjie Cai Kwan-Yee Lin Chao Zhang Qiang Wang Xiaogang Wang Hongsheng Li 3DPC SSL 95 37 0 29 Mar 2022
MatchNorm: Learning-based Point Cloud Registration for 6D Object Pose Estimation in the Real World Zheng Dang Lizhou Wang Yu-Xiao Guo Mathieu Salzmann 3DPC 73 15 0 29 Mar 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Kaidong Li Ziming Zhang Cuncong Zhong Guanghui Wang 3DPC 78 25 0 29 Mar 2022
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow Xin Wen Junsheng Zhou Yu-Shen Liu Zhen Dong Zhizhong Han 3DV 3DPC 90 53 0 29 Mar 2022
Text2Pos: Text-to-Point-Cloud Cross-Modal Localization Manuel Kolmet Qunjie Zhou Aljosa Osep Laura Leal-Taixe 86 24 0 28 Mar 2022
Stratified Transformer for 3D Point Cloud Segmentation Xin Lai Jianhui Liu Li Jiang Liwei Wang Hengshuang Zhao Shu Liu Xiaojuan Qi Jiaya Jia 3DPC ViT 121 278 0 28 Mar 2022
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing Shitong Luo Jiahan Li Jiaqi Guan Yufeng Su Chaoran Cheng Jian-wei Peng Jianzhu Ma 3DPC 70 35 0 28 Mar 2022
End-to-End Active Speaker Detection Juan Carlos León Alcázar M. Cordes Chen Zhao Guohao Li 99 28 0 27 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 82 20 0 26 Mar 2022
Contrastive Graph Learning for Population-based fMRI Classification Xuesong Wang Lina Yao I. Rekik Yu Zhang 63 9 0 26 Mar 2022
Point2Seq: Detecting 3D Objects as Sequences Yujing Xue Jiageng Mao Minzhe Niu Hang Xu Michael Bi Mi Wei Zhang Xiaogang Wang Xinchao Wang 3DPC 73 16 0 25 Mar 2022
VRNet: Learning the Rectified Virtual Corresponding Points for 3D Point Cloud Registration Zhiyuan Zhang Jiadai Sun Yuchao Dai Bin Fan Mingyi He 3DPC 44 40 0 24 Mar 2022
A Representation Separation Perspective to Correspondences-free Unsupervised 3D Point Cloud Registration Zhiyuan Zhang Jiadai Sun Yuchao Dai Dingfu Zhou Xibin Song Mingyi He 3DPC 41 12 0 24 Mar 2022
AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception Shaoyu Chen Xinggang Wang Tianheng Cheng Wenqiang Zhang Qian Zhang Chang Huang Wenyu Liu 3DPC 71 7 0 24 Mar 2022
Is Geometry Enough for Matching in Visual Localization? Qunjie Zhou Sérgio Agostinho Aljosa Osep Laura Leal-Taixé 112 42 0 24 Mar 2022
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation Yingzhi Tang Y. Qian Qijian Zhang Yiming Zeng Junhui Hou Xuefei Zhe 3DPC 76 16 0 24 Mar 2022