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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
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 149 10 0 03 Sep 2021
Spatio-temporal Self-Supervised Representation Learning for 3D Point CloudsIEEE International Conference on Computer Vision (ICCV), 2021 Siyuan Huang Yichen Xie Song-Chun Zhu Yixin Zhu 3DPC 206 249 0 01 Sep 2021
Learning Inner-Group Relations on Point CloudsIEEE International Conference on Computer Vision (ICCV), 2021 Haoxi Ran Wei Zhuo Jing Liu Li Lu 3DPC 174 70 0 27 Aug 2021
Voxel-based Network for Shape Completion by Leveraging Edge GenerationIEEE International Conference on Computer Vision (ICCV), 2021 Xiaogang Wang M. Ang G. Lee 3DPC 126 67 0 23 Aug 2021
Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds Longkun Zou Hui Tang Ke Chen Kui Jia 3DPC 83 69 0 20 Aug 2021
Neural TMDlayer: Modeling Instantaneous flow of features via SDE Generators Zihang Meng Vikas Singh Sathya Ravi 80 1 0 19 Aug 2021
Adaptive Graph Convolution for Point Cloud Analysis Hao Zhou Yidan Feng Mingsheng Fang Mingqiang Wei J. Qin Tong Lu 3DPC 174 165 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 249 56 0 17 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point CloudsInternational Conference on 3D Vision (3DV), 2021 Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 403 72 0 13 Aug 2021
PVT: Point-Voxel Transformer for Point Cloud LearningInternational Journal of Intelligent Systems (IJIS), 2021 Cheng Zhang Haocheng Wan Xinyi Shen Zizhao Wu 3DPC ViT 277 107 0 13 Aug 2021
DRINet: A Dual-Representation Iterative Learning Network for Point Cloud SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Maosheng Ye Shuangjie Xu Tongyi Cao Qifeng Chen 3DPC 196 42 0 09 Aug 2021
Point Discriminative Learning for Data-efficient 3D Point Cloud AnalysisInternational Conference on 3D Vision (3DV), 2021 Fayao Liu Guosheng Lin Chuan-Sheng Foo Chaitanya K. Joshi Jie Lin 3DPC 97 9 0 04 Aug 2021
CarveNet: Carving Point-Block for Complex 3D Shape CompletionIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Qing Guo Zhijie Wang Felix Juefei Xu Di Lin Lei Ma Wei Feng Yang Liu 3DPC 75 6 0 28 Jul 2021
Multi Point-Voxel Convolution (MPVConv) for Deep Learning on Point CloudsComputers & graphics (Comput. Graph.), 2021 Wei Zhou Xin Cao Xiaodan Zhang Xingxing Hao Dekui Wang Ying He 3DPC 155 18 0 28 Jul 2021
MKConv: Multidimensional Feature Representation for Point Cloud AnalysisPattern Recognition (Pattern Recogn.), 2021 Sungmin Woo Dogyoon Lee Sangwon Hwang Woojin Kim Sangyoun Lee 3DPC 302 33 0 27 Jul 2021
PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows Aihua Mao Zihui Du Xianqiang Lyu Yaqi Duan Yong Liu Ying He 3DPC 355 45 0 13 Jul 2021
Learn to Learn Metric Space for Few-Shot Segmentation of 3D Shapes Xiang Li Lingjing Wang Yi Fang 3DPC 88 0 0 07 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 204 220 0 06 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Yantao Du Wei Hu Xin Li 3DPC SSL 185 95 0 05 Jul 2021
3D human tongue reconstruction from single "in-the-wild" images Stylianos Ploumpis Stylianos Moschoglou Vasileios Triantafyllou Stefanos Zafeiriou 3DH 196 7 0 23 Jun 2021
Robust Pooling through the Data ModeIntelligent Systems with Applications (ISA), 2021 Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 3DV OOD 192 3 0 21 Jun 2021
Revisiting Point Cloud Shape Classification with a Simple and Effective BaselineInternational Conference on Machine Learning (ICML), 2021 Ankit Goyal Hei Law Bowei Liu Alejandro Newell Gaowen Liu 3DPC 228 275 0 09 Jun 2021
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained ModelsEuropean Conference on Computer Vision (ECCV), 2021 Chenfeng Xu Shijia Yang Tomer Galanti Bichen Wu Xiangyu Yue Bohan Zhai Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 143 62 0 08 Jun 2021
Learning to Stylize Novel ViewsIEEE International Conference on Computer Vision (ICCV), 2021 Hsin-Ping Huang Hung-Yu Tseng Saurabh Saini M. Singh Ming-Hsuan Yang 203 93 0 27 May 2021
Revisiting 2D Convolutional Neural Networks for Graph-based ApplicationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yecheng Lyu Xinming Huang Ziming Zhang GNN 132 5 0 23 May 2021
Deep Weighted Consensus: Dense correspondence confidence maps for 3D shape registration Dvir Ginzburg D. Raviv 3DPC 85 8 0 06 May 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual TasksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 177 618 0 05 May 2021
Orienting Point Clouds with Dipole PropagationACM Transactions on Graphics (TOG), 2021 G. Metzer Rana Hanocka Denis Zorin Raja Giryes Daniele Panozzo Daniel Cohen-Or 3DPC 194 66 0 04 May 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape AnalysisIEEE International Conference on Computer Vision (ICCV), 2021 Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 326 341 0 04 May 2021
Multi Voxel-Point Neurons Convolution (MVPConv) for Fast and Accurate 3D Deep Learning Wei Zhou Xin Cao Xiaodan Zhang Xingxing Hao Dekui Wang Ying He 3DPC 137 1 0 30 Apr 2021
Point Cloud Learning with Transformer Xian-Feng Han Yuming Kuang ViT 191 39 0 28 Apr 2021
Cross-Level Cross-Scale Cross-Attention Network for Point Cloud Representation Xian-Feng Han Z. He Jia Chen Guoqiang Xiao 3DPC 92 3 0 27 Apr 2021
Dual Transformer for Point Cloud AnalysisIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Xian-Feng Han Yi-Fei Jin Hui Cheng Guoqiang Xiao ViT 176 91 0 27 Apr 2021
Zero-Shot Learning on 3D Point Cloud Objects and BeyondInternational Journal of Computer Vision (IJCV), 2021 A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 115 64 0 11 Apr 2021
DeepI2P: Image-to-Point Cloud Registration via Deep ClassificationComputer Vision and Pattern Recognition (CVPR), 2021 Jiaxin Li G. Lee 3DPC 119 107 0 08 Apr 2021
FatNet: A Feature-attentive Network for 3D Point Cloud ProcessingInternational Conference on Pattern Recognition (ICPR), 2021 Chaitanya Kaul Nick E. Pears S. Manandhar 3DPC 142 33 0 07 Apr 2021
Potential Convolution: Embedding Point Clouds into Potential Fields Dengsheng Chen Haowen Deng Jun Li Duo Li Yao Duan Kai Xu 3DPC 102 0 0 05 Apr 2021
PointShuffleNet: Learning Non-Euclidean Features with Homotopy Equivalence and Mutual Information Linchao He Mengting Luo Dejun Zhang Xiao Yang Hu Chen Yi Zhang 3DPC 114 0 0 31 Mar 2021
Picasso: A CUDA-based Library for Deep Learning over 3D MeshesComputer Vision and Pattern Recognition (CVPR), 2021 Huan Lei Naveed Akhtar Lin Wang 119 16 0 28 Mar 2021
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point CloudsComputer Vision and Pattern Recognition (CVPR), 2021 Mutian Xu Runyu Ding Hengshuang Zhao Xiaojuan Qi 3DPC 373 488 0 26 Mar 2021
Equivariant Point Network for 3D Point Cloud AnalysisComputer Vision and Pattern Recognition (CVPR), 2021 Haiwei Chen Shichen Liu Weikai Chen Hao Li 3DPC 166 112 0 25 Mar 2021
You Only Group Once: Efficient Point-Cloud Processing with Token Representation and Relation Inference ModuleIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 Chenfeng Xu Bohan Zhai Bichen Wu Tian Li Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka ViT 175 25 0 18 Mar 2021
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Lin Wang 3DPC 375 82 0 09 Mar 2021
EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 155 11 0 03 Mar 2021
PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud SegmentationComputers & graphics (Comput. Graph.), 2021 Sindhu B. Hegde Shankar Gangisetty 3DPC 155 28 0 28 Jan 2021
The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions Xingyi Li Wenxuan Wu Xiaoli Z. Fern Li Fuxin 3DPC 164 4 0 19 Jan 2021
Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach Xian Shi Xun Xu Ke Chen Lile Cai Chuan-Sheng Foo Kui Jia 3DPC 134 34 0 18 Jan 2021
Self-Supervised Pretraining of 3D Features on any Point-CloudIEEE International Conference on Computer Vision (ICCV), 2021 Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 391 313 0 07 Jan 2021
Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural NetworksInternational Conference on 3D Vision (3DV), 2020 Junming Zhang Ming-Yuan Yu Ram Vasudevan Matthew Johnson-Roberson 3DPC 241 28 0 02 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 312 130 0 02 Jan 2021