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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
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks Guohao Li Mengmeng Xu Silvio Giancola Ali K. Thabet Guohao Li 3DPC 87 9 0 24 Aug 2020
Neighbourhood-Insensitive Point Cloud Normal Estimation Network Zirui Wang V. Prisacariu 3DPC 62 15 0 23 Aug 2020
Orderly Disorder in Point Cloud Domain Morteza Ghahremani Bernard Paul Tiddeman Yonghuai Liu Ardhendu Behera 3DPC 56 7 0 21 Aug 2020
PointNetLK Revisited Xueqian Li J. K. Pontes Simon Lucey 3DPC 67 10 0 21 Aug 2020
Weakly-supervised 3D Shape Completion in the Wild Jiayuan Gu Wei-Chiu Ma S. Manivasagam Wenyuan Zeng Zihao Wang Yuwen Xiong Hao Su R. Urtasun 3DPC 76 52 0 20 Aug 2020
DeepGMR: Learning Latent Gaussian Mixture Models for Registration Wentao Yuan Benjamin Eckart Kihwan Kim Varun Jampani Dieter Fox Jan Kautz 3DPC 74 222 0 20 Aug 2020
Object Properties Inferring from and Transfer for Human Interaction Motions Qian Zheng Weikai Wu Hanting Pan Niloy Mitra Daniel Cohen-Or Hui Huang 54 0 0 20 Aug 2020
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation Yu Feng Boyuan Tian Tiancheng Xu P. Whatmough Yuhao Zhu 3DPC 55 59 0 16 Aug 2020
Self-Sampling for Neural Point Cloud Consolidation G. Metzer Rana Hanocka Raja Giryes Daniel Cohen-Or 3DPC 97 30 0 14 Aug 2020
PointMixup: Augmentation for Point Clouds Yunlu Chen Vincent Tao Hu E. Gavves Thomas Mensink Pascal Mettes Pengwan Yang Cees G. M. Snoek 3DPC 76 158 0 14 Aug 2020
PAM:Point-wise Attention Module for 6D Object Pose Estimation Myoungha Song Jeongho Lee Donghwan Kim 3DPC 75 3 0 12 Aug 2020
ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation Hanwen Cao Yongyi Lu Cewu Lu Bo Pang Gongshen Liu Alan Yuille 3DPC 67 15 0 12 Aug 2020
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene Xinke Li Chongshou Li Zekun Tong A. Lim Junsong Yuan Yuwei Wu Jing Tang Raymond Huang 3DPC 98 57 0 11 Aug 2020
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics Y. Iiyama G. Cerminara Abhijay Gupta J. Kieseler Vladimir Loncar ... Miaoyuan Liu K. Pedro N. Tran E. Kreinar Zhenbin Wu 75 68 0 08 Aug 2020
Cross-modal Center Loss Longlong Jing Elahe Vahdani Jiaxing Tan Yingli Tian 3DPC 35 4 0 08 Aug 2020
Cascade Graph Neural Networks for RGB-D Salient Object Detection Ao Luo Xin Li Fan Yang Zhicheng Jiao Hong Cheng Siwei Lyu 131 108 0 07 Aug 2020
Global Context Aware Convolutions for 3D Point Cloud Understanding Zhiyuan Zhang Binh-Son Hua Wei Chen Yibin Tian Sai-Kit Yeung 3DPC 140 41 0 07 Aug 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations Davis Rempe Tolga Birdal Yongheng Zhao Zan Gojcic Srinath Sridhar Leonidas Guibas 3DPC 135 72 0 06 Aug 2020
Graph Signal Processing for Geometric Data and Beyond: Theory and Applications Wei Hu Jiahao Pang Xianming Liu Dong Tian Chia-Wen Lin A. Vetro 96 63 0 05 Aug 2020
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation Hui Zhou Xinge Zhu Xiao-yang Song Yuexin Ma Zhe Wang Hongsheng Li Dahua Lin 3DPC 85 180 0 04 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 76 52 0 03 Aug 2020
PIC-Net: Point Cloud and Image Collaboration Network for Large-Scale Place Recognition Yuheng Lu Fan Yang Fangping Chen Don Xie 3DPC 3DV 63 23 0 03 Aug 2020
Point Cloud Completion by Learning Shape Priors Xiaogang Wang M. Ang Gim Hee Lee 3DPC 48 22 0 02 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 91 121 0 01 Aug 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution Haotian Tang Zhijian Liu Shengyu Zhao Chengyue Wu Ji Lin Hanrui Wang Song Han 3DPC 156 649 0 31 Jul 2020
Graph signal processing for machine learning: A review and new perspectives Xiaowen Dong D. Thanou Laura Toni M. Bronstein P. Frossard 94 169 0 31 Jul 2020
Rethinking PointNet Embedding for Faster and Compact Model Teppei Suzuki Keisuke Ozawa Yusuke Sekikawa 3DPC 3DV 59 4 0 31 Jul 2020
Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation Mingmei Cheng Le Hui Jin Xie Jian Yang Hui Kong 3DPC 87 21 0 30 Jul 2020
Hierarchical BiGraph Neural Network as Recommendation Systems Dom Huh 39 1 0 27 Jul 2020
Differentiable Manifold Reconstruction for Point Cloud Denoising Shitong Luo Wei Hu 3DPC 83 134 0 27 Jul 2020
Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds Jinxian Liu Minghui Yu Bingbing Ni Yen-Chun Chen 3DPC 70 26 0 27 Jul 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 99 126 0 23 Jul 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 136 39 0 22 Jul 2020
MathNet: Haar-Like Wavelet Multiresolution-Analysis for Graph Representation and Learning Xuebin Zheng Bingxin Zhou Ming Li Yu Guang Wang Junbin Gao 74 2 0 22 Jul 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas Guibas Or Litany 3DPC 242 647 0 21 Jul 2020
Pillar-based Object Detection for Autonomous Driving Yue Wang Alireza Fathi Abhijit Kundu David A. Ross C. Pantofaru Thomas Funkhouser Justin Solomon 3DPC 128 220 0 20 Jul 2020
Class-wise Dynamic Graph Convolution for Semantic Segmentation Hanzhe Hu Deyi Ji Weihao Gan Shuai Bai Wei Wu Junjie Yan GNN SSeg 82 94 0 19 Jul 2020
Mapping in a cycle: Sinkhorn regularized unsupervised learning for point cloud shapes Lei Yang Wenxi Liu Zhiming Cui Nenglun Chen Wenping Wang 3DPC 37 16 0 19 Jul 2020
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF Relocalization Juan Du Rui Wang Zorah Lähner 3DPC 60 98 0 17 Jul 2020
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis Yifei Shen Yuanming Shi Jun Zhang Khaled B. Letaief GNN 55 266 0 15 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 100 35 0 15 Jul 2020
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds Zeyu Hu Mingmin Zhen Xuyang Bai Hongbo Fu Chiew-Lan Tai 3DPC 142 131 0 14 Jul 2020
Deep Patch-based Human Segmentation Dongbo Zhang Zheng Fang Xuequan Lu Hong Qin A. Robles-Kelly Chao Zhang Ying He 3DH SSeg 42 2 0 11 Jul 2020
Progressive Point Cloud Deconvolution Generation Network Le Hui Rui Xu Jin Xie J. Qian Jian Yang 3DPC 59 72 0 10 Jul 2020
Point Set Voting for Partial Point Cloud Analysis Junming Zhang Weijia Chen Yuping Wang Ram Vasudevan Matthew Johnson-Roberson 3DPC 72 34 0 09 Jul 2020
PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing Saeid Asgari Taghanaki Kaveh Hassani P. Jayaraman Amir Hosein Khas Ahmadi Tonya Custis 3DPC 54 8 0 09 Jul 2020
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers Shijie Geng Peng Gao Moitreya Chatterjee Chiori Hori Jonathan Le Roux Yongfeng Zhang Hongsheng Li A. Cherian 101 11 0 08 Jul 2020
Spatial Semantic Embedding Network: Fast 3D Instance Segmentation with Deep Metric Learning Dongsu Zhang Junha Chun S. Cha Y. Kim 3DPC SSeg 3DV 67 14 0 07 Jul 2020
Learning Graph-Convolutional Representations for Point Cloud Denoising Francesca Pistilli Giulia Fracastoro D. Valsesia E. Magli 3DPC 136 76 0 06 Jul 2020
Geometric Attention for Prediction of Differential Properties in 3D Point Clouds Albert Matveev Alexey Artemov Denis Zorin Evgeny Burnaev 3DPC 43 5 0 06 Jul 2020