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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
PSNet: Fast Data Structuring for Hierarchical Deep Learning on Point Cloud Luyang Li Ligang He Jinjin Gao Xie Han 3DPC 188 23 0 30 May 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-trainingNeural Information Processing Systems (NeurIPS), 2022 Renrui Zhang Ziyu Guo Rongyao Fang Bingyan Zhao Dong Wang Yu Qiao Jiaming Song Shiyang Feng 3DPC 687 337 0 28 May 2022
Open-Set Semi-Supervised Learning for 3D Point Cloud UnderstandingInternational Conference on Pattern Recognition (ICPR), 2022 Xian Shi Xun Xu Wanyue Zhang Xiatian Zhu Chuan-Sheng Foo Kui Jia 3DPC 139 6 0 02 May 2022
APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification Tao Lu Chunxu Liu You-ren Chen Gangshan Wu Limin Wang 3DPC 185 7 0 02 May 2022
Concept Activation Vectors for Generating User-Defined 3D Shapes Stefan Druc Aditya Balu Peter Wooldridge A. Krishnamurthy Soumik Sarkar 3DPC LLMSV 98 3 0 29 Apr 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel ConvolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 132 47 0 25 Apr 2022
Semi-supervised 3D shape segmentation with multilevel consistency and part substitutionComputational Visual Media (CVM), 2022 Chun-Yu Sun Yu-Qi Yang Haoxiang Guo Peng-Shuai Wang Xin Tong Yang Liu H. Shum 3DV 3DPC 235 18 0 19 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Shiyang Feng Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 166 21 0 03 Apr 2022
3D Equivariant Graph Implicit FunctionsEuropean Conference on Computer Vision (ECCV), 2022 Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 156 27 0 31 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point CloudsIEEE International Conference on Robotics and Automation (ICRA), 2022 Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 199 23 0 26 Mar 2022
Refine-Net: Normal Refinement Neural Network for Noisy Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Haoran Zhou Honghua Chen Yingkui Zhang Mingqiang Wei H. Xie Jun Wang Tong Lu J. Qin Xiao-Ping Zhang 3DPC 133 50 0 23 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised LearningEuropean Conference on Computer Vision (ECCV), 2022 Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 245 607 0 13 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud UnderstandingComputer Vision and Pattern Recognition (CVPR), 2022 Mohamed Afham Isuru Dissanayake Dinithi Dissanayake Amaya Dharmasiri Kanchana Thilakarathna Ranga Rodrigo 3DPC 258 315 0 01 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 282 109 0 28 Feb 2022
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud DataIEEE Transactions on Automation Science and Engineering (T-ASE), 2022 M. Biehler Hao Yan Jianjun Shi 3DPC 110 7 0 25 Feb 2022
PointSCNet: Point Cloud Structure and Correlation Learning Based on Space Filling Curve-Guided Sampling Xingye Chen Yiqi Wu Wenjie Xu Jin Li Huaiyi Dong Yilin Chen 3DPC 159 16 0 21 Feb 2022
Gaussian Mixture Convolution NetworksInternational Conference on Learning Representations (ICLR), 2022 A. Celarek Pedro Hermosilla Bernhard Kerbl Timo Ropinski Michael Wimmer 172 4 0 18 Feb 2022
Geometric Transformer for Fast and Robust Point Cloud RegistrationComputer Vision and Pattern Recognition (CVPR), 2022 Zheng Qin Hao Yu Changjian Wang Yulan Guo Yuxing Peng Kaiping Xu ViT 3DPC 193 386 0 14 Feb 2022
Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning Kexue Fu Shiyang Feng Renrui Zhang Jiaming Song Yu Qiao Manning Wang SSL 3DPC 140 24 0 09 Feb 2022
CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud LearningIEEE transactions on multimedia (IEEE TMM), 2022 Mingye Xu Yali Wang Zhipeng Zhou Hongbin Xu Yu Qiao 3DPC 152 17 0 20 Jan 2022
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch LearningIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Di Shao Xuequan Lu Xiao Liu 3DPC 140 25 0 06 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation LearningIEEE International Conference on Computer Vision (ICCV), 2022 Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 317 75 0 03 Jan 2022
PriFit: Learning to Fit Primitives Improves Few Shot Point Cloud Segmentation Gopal Sharma Bidya Dash Aruni RoyChowdhury Matheus Gadelha Marios Loizou Liangliang Cao Rui Wang Erik Learned-Miller Subhransu Maji E. Kalogerakis 3DPC 165 17 0 27 Dec 2021
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware UpsamplingGraphical Models (GM), 2021 Ren Li Bo Wang Xuefei Liu Ling-Xiao Zhang Lin Gao 149 11 0 21 Dec 2021
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance RoutingJournal of Visual Communication and Image Representation (JVCIR), 2021 Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 176 7 0 21 Dec 2021
On Adversarial Robustness of Point Cloud Semantic Segmentation Jiacen Xu Zhe Zhou Boyuan Feng Yufei Ding Zhou Li 3DPC AAML 389 5 0 11 Dec 2021
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis Shuyang Cheng Xiwu Chen Xinwei He Yanfeng Guo X. Bai 3DPC 178 157 0 09 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 151 43 0 09 Dec 2021
Label-Free Model Evaluation with Semi-Structured Dataset Representations Xiaoxiao Sun Yunzhong Hou Hongdong Li Liang Zheng 147 12 0 01 Dec 2021
Attribute Artifacts Removal for Geometry-based Point Cloud Compression Xihua Sheng Li Li Dong Liu Zhiwei Xiong 3DPC 258 32 0 01 Dec 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 416 890 0 29 Nov 2021
diffConv: Analyzing Irregular Point Clouds with an Irregular View Manxi Lin Aasa Feragen GNN 3DPC 214 19 0 29 Nov 2021
PointMixer: MLP-Mixer for Point Cloud UnderstandingEuropean Conference on Computer Vision (ECCV), 2021 Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 316 116 0 22 Nov 2021
CpT: Convolutional Point Transformer for 3D Point Cloud Processing Chaitanya Kaul Joshua Mitton H. Dai Roderick Murray-Smith 3DPC 98 11 0 21 Nov 2021
DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion Renrui Zhang Ziyao Zeng Ziyu Guo Xing Gao Kexue Fu Jianbo Shi 3DPC 282 28 0 19 Nov 2021
Generating Unrestricted 3D Adversarial Point Clouds Xuelong Dai Yanjie Li Hua Dai Bin Xiao 3DPC 180 2 0 17 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 135 21 0 16 Nov 2021
PREMA: Part-based REcurrent Multi-view Aggregation Network for 3D Shape Retrieval Jiongchao Jin Huanqiang Xu Pengliang Ji Zehao Tang Z. Xiong 3DPC 133 1 0 09 Nov 2021
Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and SegmentationBritish Machine Vision Conference (BMVC), 2021 Hanz Cuevas-Velasquez Antonio Javier Gallego Robert B. Fisher 3DPC 99 1 0 30 Oct 2021
PatchFormer: An Efficient Point Transformer with Patch AttentionComputer Vision and Pattern Recognition (CVPR), 2021 Zhang Cheng Haocheng Wan Xinyi Shen Zizhao Wu 3DPC 321 79 0 30 Oct 2021
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud Registration Hao Yu Fu Li Mahdi Saleh Benjamin Busam Slobodan Ilic 3DPC 3DV 151 277 0 26 Oct 2021
Self-learned Intelligence for Integrated Decision and Control of Automated Vehicles at Signalized Intersections Jiyoung Lee Jianhua Jiang Tianze Zhu Shengbo Eben Li Jingliang Duan Chen Chen Keqiang Li 160 16 0 24 Oct 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain AdaptationInternational Conference on 3D Vision (3DV), 2021 Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 116 15 0 21 Oct 2021
PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation Mohsen Yavartanoo Shih-Hsuan Hung Reyhaneh Neshatavar Yue Zhang Kyoung Mu Lee 129 20 0 15 Oct 2021
Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data Jincen Jiang Xuequan Lu Wanli Ouyang Meiling Wang 3DPC 131 8 0 13 Oct 2021
Continuous Conditional Random Field Convolution for Point Cloud SegmentationPattern Recognition (Pattern Recogn.), 2021 Fei Yang Franck Davoine Huan Wang Zhong Jin 3DV 3DPC 193 40 0 12 Oct 2021
Meta-Learning 3D Shape Segmentation Functions Yu Hao Niraj Pudasaini Shuaihang Yuan Yi Fang OOD 3DPC 93 0 0 08 Oct 2021
3D Meta-Segmentation Neural Network Yu Hao Yi Fang 3DPC 103 2 0 08 Oct 2021
3D Pose Transfer with Correspondence Learning and Mesh Refinement Chaoyue Song Jiacheng Wei Ruibo Li Fayao Liu Guosheng Lin 3DH 387 38 0 30 Sep 2021
PointManifoldCut: Point-wise Augmentation in the Manifold for Point Clouds Tianfang Zhu Yue Guan A. Li 3DPC 144 1 0 15 Sep 2021