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SO-Net: Self-Organizing Network for Point Cloud Analysis

12 March 2018

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Papers citing "SO-Net: Self-Organizing Network for Point Cloud Analysis"

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Title
MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling Y. Qian Junhui Hou Qijian Zhang Yiming Zeng Sam Kwong Ying He 3DPC 102 23 0 01 May 2020
DPDist : Comparing Point Clouds Using Deep Point Cloud Distance Dahlia Urbach Yizhak Ben-Shabat M. Lindenbaum 3DPC 64 38 0 24 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
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution Alexandre Boulch Gilles Puy Renaud Marlet 3DPC 53 2 0 09 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
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
SK-Net: Deep Learning on Point Cloud via End-to-end Discovery of Spatial Keypoints Weikun Wu Yan Zhang David Wang Yunqi Lei 3DPC 67 51 0 31 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
PointGMM: a Neural GMM Network for Point Clouds Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or 3DPC 145 65 0 30 Mar 2020
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds Jiacheng Wei Guosheng Lin Kim-Hui Yap Tzu-Yi Hung Lihua Xie 3DPC 77 135 0 29 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
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
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
Multimodal Shape Completion via Conditional Generative Adversarial Networks Rundi Wu Xuelin Chen Yixin Zhuang Baoquan Chen 3DPC 122 86 0 17 Mar 2020
Unsupervised Learning of Category-Specific Symmetric 3D Keypoints from Point Sets Clara Fernandez-Labrador Ajad Chhatkuli D. Paudel Jose J. Guerrero C. Demonceaux Luc Van Gool 3DPC 68 37 0 17 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
Learning to Segment 3D Point Clouds in 2D Image Space Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 101 54 0 12 Mar 2020
Unsupervised Learning of Intrinsic Structural Representation Points Nenglun Chen Lingjie Liu Zhiming Cui Runnan Chen Duygu Ceylan Changhe Tu Wenping Wang 3DPC 76 60 0 03 Mar 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning Xi Yang Ding Xia Taichi Kin Takeo Igarashi 91 77 0 02 Mar 2020
PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling Xu Yan Chaoda Zheng Zhuguo Li Sheng Wang Shuguang Cui 3DPC 98 552 0 01 Mar 2020
REGNet: REgion-based Grasp Network for End-to-end Grasp Detection in Point Clouds Binglei Zhao Hanbo Zhang Xuguang Lan Haoyu Wang Zhiqiang Tian Nanning Zheng 3DPC 70 12 0 28 Feb 2020
MANet: Multimodal Attention Network based Point- View fusion for 3D Shape Recognition Yaxin Zhao Jichao Jiao Tangkun Zhang 3DPC 70 7 0 28 Feb 2020
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks Yue Zhao Yuwei Wu Caihua Chen A. Lim 3DPC 97 72 0 27 Feb 2020
FPConv: Learning Local Flattening for Point Convolution Yiqun Lin Zizheng Yan Haibin Huang Dong Du Ligang Liu Shuguang Cui Xiaoguang Han 3DPC 72 149 0 25 Feb 2020
AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing Xingzhe He Helen Lu Cao Bo Zhu 3DPC 38 9 0 01 Feb 2020
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor Jiachen Xu Jing-yu Gong Jie Zhou Xin Tan Yuan Xie Lizhuang Ma 3DV 66 16 0 24 Jan 2020
Review: deep learning on 3D point clouds Saifullahi Aminu Bello Shangshu Yu Cheng-Yu Wang 3DPC 62 240 0 17 Jan 2020
Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors Lulu Tang Ke Chen Chaozheng Wu Yu Hong Kui Jia Zhixin Yang 3DPC 60 24 0 14 Jan 2020
Quaternion Equivariant Capsule Networks for 3D Point Clouds Yongheng Zhao Tolga Birdal J. E. Lenssen Emanuele Menegatti Leonidas Guibas Federico Tombari 3DPC 144 89 0 27 Dec 2019
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 189 1,699 0 27 Dec 2019
Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling Wenkai Han Chenglu Wen Cheng-Yu Wang Xin Li Qing Li 3DPC 71 93 0 23 Dec 2019
Geometry Sharing Network for 3D Point Cloud Classification and Segmentation Mingye Xu Zhipeng Zhou Yu Qiao 3DPC 73 93 0 23 Dec 2019
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds Lin Zhao Wenbing Tao 3DV ISeg 84 107 0 20 Dec 2019
Transductive Zero-Shot Learning for 3D Point Cloud Classification A. Cheraghian Shafin Rahman Dylan Campbell L. Petersson 3DPC 102 57 0 16 Dec 2019
Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds Vage Egiazarian Savva Ignatyev Alexey Artemov Oleg Voynov A. Kravchenko Youyi Zheng Luiz Velho Evgeny Burnaev 3DPC 47 8 0 13 Dec 2019
SampleNet: Differentiable Point Cloud Sampling Itai Lang Asaf Manor S. Avidan 3DPC 48 167 0 08 Dec 2019
Grid-GCN for Fast and Scalable Point Cloud Learning Qiangeng Xu Xudong Sun Cho-Ying Wu Panqu Wang Ulrich Neumann 3DPC GNN 98 245 0 06 Dec 2019
Spectral-GANs for High-Resolution 3D Point-cloud Generation Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 3DPC 79 37 0 04 Dec 2019
AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds Abdullah Hamdi Sara Rojas Ali K. Thabet Guohao Li AAML 3DPC 122 131 0 01 Dec 2019
Representation Learning on Unit Ball with 3D Roto-Translational Equivariance Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 64 8 0 30 Nov 2019
Geometric Back-projection Network for Point Cloud Classification S. Qiu Saeed Anwar Nick Barnes 3DPC 69 3 0 28 Nov 2019
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds Qingyong Hu Bo Yang Linhai Xie Stefano Rosa Yulan Guo Zhihua Wang A. Trigoni Andrew Markham 3DPC 112 1,519 0 25 Nov 2019
Nearest Neighbor Sampling of Point Sets using Rays Liangchen Liu Louis Ly C. Macdonald Y. Tsai 56 1 0 25 Nov 2019
Point Cloud Processing via Recurrent Set Encoding Pengxiang Wu Chao Chen Jingru Yi Dimitris N. Metaxas 3DPC 54 11 0 25 Nov 2019
Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology Chenchen Zhao Jiaqi Yang Xin Xiong Angfan Zhu Zhiguo Cao Xin Li 3DPC 76 30 0 01 Nov 2019
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Yi Luo Zhuo Chen N. Mesgarani Takuya Yoshioka 79 182 0 30 Oct 2019
LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling Yi-Ling Qiao Lin Gao Jie Yang Paul L. Rosin Yu-kun Lai Xilin Chen 3DV 3DPC 66 12 0 30 Oct 2019
PointRNN: Point Recurrent Neural Network for Moving Point Cloud Processing Hehe Fan Yezhou Yang 3DPC 69 89 0 18 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 170 195 0 18 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNs Ge Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 98 176 0 15 Oct 2019