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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
Characters as Graphs: Recognizing Online Handwritten Chinese Characters via Spatial Graph Convolutional Network Ji Gan Weiqiang Wang Kelvin Lu GNN 39 1 0 20 Apr 2020
Shape-Oriented Convolution Neural Network for Point Cloud Analysis Chaoyi Zhang Yang Song Lina Yao Weidong (Tom) Cai 3DPC 46 14 0 20 Apr 2020
Airborne LiDAR Point Cloud Classification with Graph Attention Convolution Neural Network Congcong Wen Xiang Li Xiaojing Yao Ling Peng T. Chi 3DPC 41 5 0 20 Apr 2020
DAPnet: A Double Self-attention Convolutional Network for Point Cloud Semantic Labeling Li Chen Zewei Xu Qing Zhu Haozhe Huang Shaowen Wang Haifeng Li 3DPC 41 12 0 18 Apr 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges A. Alliegro Davide Boscaini Tatiana Tommasi 3DPC SSL 77 42 0 15 Apr 2020
Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 68 34 0 13 Apr 2020
Learning Spatial Relationships between Samples of Patent Image Shapes Juan Castorena Manish Bhattarai Diane Oyen 11 0 0 12 Apr 2020
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution Alexandre Boulch Gilles Puy Renaud Marlet 3DPC 53 2 0 09 Apr 2020
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels Xun Xu Gim Hee Lee 3DPC 82 93 0 08 Apr 2020
Geometrically Principled Connections in Graph Neural Networks Shunwang Gong Mehdi Bahri M. Bronstein Stefanos Zafeiriou GNN AI4CE 89 21 0 06 Apr 2020
MNEW: Multi-domain Neighborhood Embedding and Weighting for Sparse Point Clouds Segmentation Yang Zheng I. Izzat S. Song 3DPC 35 0 0 05 Apr 2020
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation Chenfeng Xu Bichen Wu Zining Wang Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 114 360 0 03 Apr 2020
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation Li Jiang Hengshuang Zhao Shaoshuai Shi Shu Liu Chi-Wing Fu Jiaya Jia 3DPC 88 438 0 03 Apr 2020
LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer Attention Junbo Yin Jianbing Shen Chenye Guan Dingfu Zhou Ruigang Yang 3DPC 75 139 0 03 Apr 2020
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification Jianwen Xie Yifei Xu Zilong Zheng Song-Chun Zhu Ying Nian Wu 3DPC 143 82 0 02 Apr 2020
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes Jonas Schult Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC 3DV 62 85 0 02 Apr 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation Lei Yang Dapeng Chen Xiaohang Zhan Rui Zhao Chen Change Loy Dahua Lin 3DH GNN CVBM 46 88 0 01 Apr 2020
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation Yang Zhang Zixiang Zhou P. David Xiangyu Yue Zerong Xi Boqing Gong H. Foroosh 3DPC 111 465 0 31 Mar 2020
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Francis Engelmann M. Bokeloh Alireza Fathi Bastian Leibe Matthias Nießner 3DPC 99 215 0 30 Mar 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 107 45 0 30 Mar 2020
RPM-Net: Robust Point Matching using Learned Features Zi Jian Yew Gim Hee Lee 3DPC 86 443 0 30 Mar 2020
PointGMM: a Neural GMM Network for Point Clouds Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or 3DPC 145 65 0 30 Mar 2020
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds Yongming Rao Jiwen Lu Jie Zhou 3DPC 73 132 0 29 Mar 2020
SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans A. Avetisyan T. Khanova Chris Choy D. Dash Angela Dai Matthias Nießner 3DPC 64 64 0 27 Mar 2020
Latent-Graph Learning for Disease Prediction Luca Cosmo Anees Kazi Seyed-Ahmad Ahmadi Nassir Navab M. Bronstein MedIm 75 67 0 27 Mar 2020
ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds Gopal Sharma Difan Liu Subhransu Maji E. Kalogerakis S. Chaudhuri Radomír Mvech 3DPC 98 145 0 26 Mar 2020
Tractogram filtering of anatomically non-plausible fibers with geometric deep learning Pietro Astolfi R. Verhagen Laurent Petit E. Olivetti Jonathan Masci Davide Boscaini P. Avesani MedIm 74 25 0 24 Mar 2020
PointNetKL: Deep Inference for GICP Covariance Estimation in Bathymetric SLAM Ignacio Torroba Christopher Iliffe Sprague Nils Bore John Folkesson 3DPC 50 17 0 24 Mar 2020
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 239 233 0 23 Mar 2020
Steepest Descent Neural Architecture Optimization: Escaping Local Optimum with Signed Neural Splitting Lemeng Wu Mao Ye Qi Lei Jason D. Lee Qiang Liu 88 15 0 23 Mar 2020
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas Guibas 72 69 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
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 325 564 0 19 Mar 2020
Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways W. Tan Nannan Qin Lingfei Ma Ying Li Jing Du Guorong Cai Ke Yang Jonathan Li 3DPC 90 203 0 18 Mar 2020
LRC-Net: Learning Discriminative Features on Point Clouds by Encoding Local Region Contexts Xinhai Liu Zhizhong Han Fangzhou Hong Yu-Shen Liu Matthias Zwicker 3DPC 67 21 0 18 Mar 2020
A Dynamic Reduction Network for Point Clouds L. Gray T. Klijnsma Shamik Ghosh 3DPC GNN 75 9 0 18 Mar 2020
Scan2Plan: Efficient Floorplan Generation from 3D Scans of Indoor Scenes Ameya Phalak Vijay Badrinarayanan Andrew Rabinovich 3DPC 41 14 0 16 Mar 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis Xianzhi Li Ruihui Li Guangyong Chen Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 170 109 0 16 Mar 2020
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks Chixiang Ma Lei-huan Sun Zhuoyao Zhong Qiang Huo 69 56 0 16 Mar 2020
Self-Constructing Graph Convolutional Networks for Semantic Labeling Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSL 31 21 0 15 Mar 2020
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps Pengxiang Wu Siheng Chen Dimitris N. Metaxas 3DPC 85 160 0 15 Mar 2020
Learning 2D-3D Correspondences To Solve The Blind Perspective-n-Point Problem Liu Liu Dylan Campbell Hongdong Li Dingfu Zhou Xibin Song Ruigang Yang 3DPC 3DV 51 21 0 15 Mar 2020
Non-Local Part-Aware Point Cloud Denoising Chao Huang Ruihui Li Xianzhi Li Chi-Wing Fu 3DPC 82 9 0 14 Mar 2020
Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation JIazhao Zhang Chenyang Zhu Lintao Zheng Kai Xu 3DPC 93 61 0 13 Mar 2020
Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection Kaihua Zhang Tengpeng Li Shiwen Shen Bo Liu Jin Chen Qingshan Liu 94 97 0 13 Mar 2020
Learning Algebraic Multigrid Using Graph Neural Networks Ilay Luz Meirav Galun Haggai Maron Ronen Basri I. Yavneh 74 71 0 12 Mar 2020
Learning to Segment 3D Point Clouds in 2D Image Space Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 101 54 0 12 Mar 2020
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds G. Wu Zhiyi Pan Peng-Tao Jiang Changhe Tu 3DPC 42 6 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
DeepSemanticHPPC: Hypothesis-based Planning over Uncertain Semantic Point Clouds Yutao Han Hubert Lin Jacopo Banfi Kavita Bala M. Campbell 3DV 3DPC 63 6 0 06 Mar 2020