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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
Voxel-based Network for Shape Completion by Leveraging Edge Generation Xiaogang Wang M. Ang G. Lee 3DPC 83 55 0 23 Aug 2021
PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation Guangyuan Zhou Huiqun Wang Jiaxin Chen Di Huang 3DPC 3DV 80 37 0 23 Aug 2021
Classifying In-Place Gestures with End-to-End Point Cloud Learning Lizhi Zhao Xuequan Lu Mingde Zhao Meili Wang 3DPC 42 8 0 22 Aug 2021
Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 46 1 0 20 Aug 2021
Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds Longkun Zou Hui Tang Ke Chen Kui Jia 3DPC 35 63 0 20 Aug 2021
Neural TMDlayer: Modeling Instantaneous flow of features via SDE Generators Zihang Meng Vikas Singh Sathya Ravi 49 1 0 19 Aug 2021
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Zuyan Liu Jiwen Lu Jie Zhou ViT 95 435 0 19 Aug 2021
Vis2Mesh: Efficient Mesh Reconstruction from Unstructured Point Clouds of Large Scenes with Learned Virtual View Visibility Shuang Song Zhaopeng Cui R. Qin 3DPC 3DV 52 8 0 18 Aug 2021
Adaptive Graph Convolution for Point Cloud Analysis Hao Zhou Yidan Feng Mingsheng Fang Mingqiang Wei J. Qin Tong Lu 3DPC 103 142 0 18 Aug 2021
RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection Yongming Rao Benlin Liu Yi Wei Jiwen Lu Cho-Jui Hsieh Jie Zhou 3DPC 112 52 0 17 Aug 2021
Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer Haoyu Chen Hao Tang Henglin Shi Wei Peng N. Sebe Guoying Zhao 80 27 0 17 Aug 2021
LIF-Seg: LiDAR and Camera Image Fusion for 3D LiDAR Semantic Segmentation Lin Zhao Hui Zhou Xinge Zhu Xiao-yang Song Hongsheng Li Wenbing Tao 66 76 0 17 Aug 2021
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks Zhihao Liang Zhihao Li Songcen Xu Mingkui Tan Kui Jia 3DPC 73 128 0 17 Aug 2021
PnP-3D: A Plug-and-Play for 3D Point Clouds Shi Qiu Saeed Anwar Nick Barnes 3DPC 89 27 0 16 Aug 2021
Cross-Modal Graph with Meta Concepts for Video Captioning Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 67 7 0 14 Aug 2021
Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification Shyam A. Tailor R. D. Jong Tiago Azevedo Matthew Mattina Partha P. Maji 3DPC GNN 55 12 0 13 Aug 2021
PVT: Point-Voxel Transformer for Point Cloud Learning Cheng Zhang Haocheng Wan Xinyi Shen Zizhao Wu 3DPC ViT 102 86 0 13 Aug 2021
TF-Blender: Temporal Feature Blender for Video Object Detection Yiming Cui Liqi Yan Zhiwen Cao Dongfang Liu ViT 81 100 0 12 Aug 2021
GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks Yuefan Shen Hongbo Fu Zhongshuo Du Xiang Chen Evgeny Burnaev Denis Zorin Kun Zhou Youyi Zheng AI4CE 83 38 0 11 Aug 2021
SP-GAN: Sphere-Guided 3D Shape Generation and Manipulation Ruihui Li Xianzhi Li Ka-Hei Hui Chi-Wing Fu 103 38 0 10 Aug 2021
Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation U. Demir Atahan Ozer Y. Sahin Gözde B. Ünal 59 3 0 06 Aug 2021
Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration Qianliang Wu Jin Xie J. Qian Jian Yang 3DPC 72 10 0 05 Aug 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang Jun Liu Shijian Lu Meng Hwa Er Alex C. Kot 3DH 3DPC 117 95 0 04 Aug 2021
PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations Moshe Eliasof E. Haber Eran Treister GNN AI4CE 104 131 0 04 Aug 2021
SSPU-Net: Self-Supervised Point Cloud Upsampling via Differentiable Rendering Yifan Zhao Le Hui Jin Xie 3DPC 89 35 0 01 Aug 2021
Surrogate Modelling for Injection Molding Processes using Machine Learning A. Uglov S. Nikolaev Sergei D. Belov D. Padalitsa Tatiana Greenkina Marco San-Biagio Fabio Cacciatori AI4CE 28 0 0 30 Jul 2021
Learning with Noisy Labels for Robust Point Cloud Segmentation Shuquan Ye Dongdong Chen Songfang Han Jing Liao 3DPC 146 52 0 29 Jul 2021
VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation Zeyu Hu Xuyang Bai Jiaxiang Shang Runze Zhang Jiayu Dong Xin Eric Wang Guangyuan Sun Hongbo Fu Chiew-Lan Tai 3DPC 97 7 0 29 Jul 2021
Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN (SRG-Net) Yao Hu Guohua Geng Kang Li Wei Zhou Xingxing Hao Xin Cao 111 3 0 28 Jul 2021
Multi Point-Voxel Convolution (MPVConv) for Deep Learning on Point Clouds Wei Zhou Xin Cao Xiaodan Zhang Xingxing Hao Dekui Wang Ying He 3DPC 63 14 0 28 Jul 2021
MKConv: Multidimensional Feature Representation for Point Cloud Analysis Sungmin Woo Dogyoon Lee Sangwon Hwang Woojin Kim Sangyoun Lee 3DPC 86 26 0 27 Jul 2021
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds Jiacheng Wei Guosheng Lin Kim-Hui Yap Fayao Liu Tzu-Yi Hung 3DPC 81 12 0 23 Jul 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 136 160 0 23 Jul 2021
Correspondence-Free Point Cloud Registration with SO(3)-Equivariant Implicit Shape Representations Minghan Zhu Maani Ghaffari H. Peng 3DPC 114 36 0 21 Jul 2021
Joint Implicit Image Function for Guided Depth Super-Resolution Jiaxiang Tang Xiaokang Chen Gang Zeng SupR 129 62 0 19 Jul 2021
Learning point embedding for 3D data processing Zhenpeng Chen Yuan li 3DPC 29 0 0 19 Jul 2021
Point-Cloud Deep Learning of Porous Media for Permeability Prediction Ali Kashefi T. Mukerji 3DPC AI4CE 73 35 0 18 Jul 2021
PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows Aihua Mao Zihui Du Junhui Hou Yaqi Duan Yong Liu Ying He 3DPC 99 37 0 13 Jul 2021
Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN 71 31 0 10 Jul 2021
Task-Aware Sampling Layer for Point-Wise Analysis Yiqun Lin Lichang Chen Haibin Huang Chongyang Ma Xiaoguang Han Shuguang Cui 3DPC 57 11 0 09 Jul 2021
Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point Clouds Shuang Deng Qiulei Dong Bo Liu Zhanyi Hu 3DPC 81 29 0 08 Jul 2021
Staying in Shape: Learning Invariant Shape Representations using Contrastive Learning Jeffrey Gu Serena Yeung 70 5 0 08 Jul 2021
Rotation Transformation Network: Learning View-Invariant Point Cloud for Classification and Segmentation Shuang Deng Bo Liu Qiulei Dong Zhanyi Hu 3DPC 52 7 0 07 Jul 2021
GA-NET: Global Attention Network for Point Cloud Semantic Segmentation Shuang Deng Qiulei Dong 3DPC 56 43 0 07 Jul 2021
Learn to Learn Metric Space for Few-Shot Segmentation of 3D Shapes Xiang Li Lingjing Wang Yi Fang 3DPC 22 0 0 07 Jul 2021
Point Cloud Registration using Representative Overlapping Points Lifa Zhu Dongrui Liu Changwei Lin Rui Yan Francisco Gómez Fernández Ninghua Yang Ziyong Feng 3DPC 44 25 0 06 Jul 2021
Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling Qingyong Hu Bo Yang Linhai Xie Stefano Rosa Yulan Guo Zhihua Wang Niki Trigoni Andrew Markham 3DPC 88 184 0 06 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 79 82 0 05 Jul 2021
Learning Hierarchical Graph Neural Networks for Image Clustering Yifan Xing Tong He Tianjun Xiao Yongxin Wang Yuanjun Xiong Weihao Xia David Wipf Paul Zheng Zhang Stefano Soatto 69 35 0 03 Jul 2021
Shared Data and Algorithms for Deep Learning in Fundamental Physics L. Benato E. Buhmann M. Erdmann P. Fackeldey J. Glombitza ... T. Kuhr J. Steinheimer H. Stocker Tilman Plehn K. Zhou PINN OOD 93 15 0 01 Jul 2021