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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
Semi-supervised 3D shape segmentation with multilevel consistency and part substitution Chun-Yu Sun Yu-Qi Yang Haoxiang Guo Peng-Shuai Wang Xin Tong Yang Liu H. Shum 3DV 3DPC 120 15 0 19 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Peng Gao Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 88 19 0 03 Apr 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 86 25 0 31 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 82 19 0 26 Mar 2022
Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds Haoran Zhou Honghua Chen Yingkui Zhang Mingqiang Wei H. Xie Jun Wang Tong Lu J. Qin Xiao-Ping Zhang 3DPC 81 41 0 23 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised Learning Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 117 483 0 13 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding Mohamed Afham Isuru Dissanayake Dinithi Dissanayake Amaya Dharmasiri Kanchana Thilakarathna Ranga Rodrigo 3DPC 97 259 0 01 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 114 75 0 28 Feb 2022
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data M. Biehler Hao Yan Jianjun Shi 3DPC 41 4 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 69 12 0 21 Feb 2022
Gaussian Mixture Convolution Networks A. Celarek Pedro Hermosilla Bernhard Kerbl Timo Ropinski Michael Wimmer 94 3 0 18 Feb 2022
Geometric Transformer for Fast and Robust Point Cloud Registration Zheng Qin Hao Yu Changjian Wang Yulan Guo Yuxing Peng Kaiping Xu ViT 3DPC 88 312 0 14 Feb 2022
Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning Kexue Fu Peng Gao Renrui Zhang Hongsheng Li Yu Qiao Manning Wang SSL 3DPC 63 23 0 09 Feb 2022
CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning Mingye Xu Yali Wang Zhipeng Zhou Hongbin Xu Yu Qiao 3DPC 77 14 0 20 Jan 2022
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch Learning Di Shao Xuequan Lu Xiao Liu 3DPC 65 18 0 06 Jan 2022
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning Siming Yan Zhenpei Yang Haoxiang Li Chen Song Li Guan Hao Kang G. Hua Qi-Xing Huang 3DPC 146 63 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 75 13 0 27 Dec 2021
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling Ren Li Bo Wang Cuiping Li Ling-Xiao Zhang Lin Gao 49 9 0 21 Dec 2021
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 57 6 0 21 Dec 2021
On Adversarial Robustness of Point Cloud Semantic Segmentation Jiacen Xu Zhe Zhou Boyuan Feng Yufei Ding Zhou Li 3DPC AAML 106 2 0 11 Dec 2021
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis Shuyang Cheng Xiwu Chen Xinwei He Zhe Liu X. Bai 3DPC 94 140 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 81 32 0 09 Dec 2021
Label-Free Model Evaluation with Semi-Structured Dataset Representations Xiaoxiao Sun Yunzhong Hou Hongdong Li Liang Zheng 66 12 0 01 Dec 2021
Attribute Artifacts Removal for Geometry-based Point Cloud Compression Xihua Sheng Li Li Dong Liu Zhiwei Xiong 3DPC 64 26 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 173 689 0 29 Nov 2021
diffConv: Analyzing Irregular Point Clouds with an Irregular View Manxi Lin Aasa Feragen GNN 3DPC 68 11 0 29 Nov 2021
PointMixer: MLP-Mixer for Point Cloud Understanding Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 128 102 0 22 Nov 2021
CpT: Convolutional Point Transformer for 3D Point Cloud Processing Chaitanya Kaul Joshua Mitton H. Dai Roderick Murray-Smith 3DPC 55 6 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 133 26 0 19 Nov 2021
Generating Unrestricted 3D Adversarial Point Clouds Xuelong Dai Yanjie Li Hua Dai Bin Xiao 3DPC 100 2 0 17 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 73 18 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 56 1 0 09 Nov 2021
Two Heads are Better than One: Geometric-Latent Attention for Point Cloud Classification and Segmentation Hanz Cuevas-Velasquez Antonio Javier Gallego Robert B. Fisher 3DPC 42 1 0 30 Oct 2021
PatchFormer: An Efficient Point Transformer with Patch Attention Zhang Cheng Haocheng Wan Xinyi Shen Zizhao Wu 3DPC 117 68 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 88 219 0 26 Oct 2021
Self-learned Intelligence for Integrated Decision and Control of Automated Vehicles at Signalized Intersections Jiyoung Lee Jianhua Jiang Guojian Zhan Shengbo Eben Li Jingliang Duan Chen Chen Keqiang Li 76 14 0 24 Oct 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 58 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 79 17 0 15 Oct 2021
Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data Jincen Jiang Xuequan Lu Wanli Ouyang Meiling Wang 3DPC 73 7 0 13 Oct 2021
Continuous Conditional Random Field Convolution for Point Cloud Segmentation Fei Yang Franck Davoine Huan Wang Zhong Jin 3DV 3DPC 94 34 0 12 Oct 2021
Meta-Learning 3D Shape Segmentation Functions Yu Hao Hao Huang Shuaihang Yuan Yi Fang OOD 3DPC 49 0 0 08 Oct 2021
3D Meta-Segmentation Neural Network Yu Hao Yi Fang 3DPC 52 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 159 29 0 30 Sep 2021
PointManifoldCut: Point-wise Augmentation in the Manifold for Point Clouds Tianfang Zhu Yue Guan A. Li 3DPC 82 1 0 15 Sep 2021
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 62 8 0 03 Sep 2021
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds Siyuan Huang Yichen Xie Song-Chun Zhu Yixin Zhu 3DPC 101 212 0 01 Sep 2021
Learning Inner-Group Relations on Point Clouds Haoxi Ran Wei Zhuo Jing Liu Li Lu 3DPC 111 61 0 27 Aug 2021
Voxel-based Network for Shape Completion by Leveraging Edge Generation Xiaogang Wang M. Ang G. Lee 3DPC 83 55 0 23 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