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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"

50 / 2,313 papers shown

Title
Machine Learning for Particle Flow Reconstruction at CMS J. Pata Javier Mauricio Duarte Farouk Mokhtar Eric Wulff J. Yoo J. Vlimant M. Pierini M. Girone 105 24 0 01 Mar 2022
Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 59 5 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 116 75 0 28 Feb 2022
Point Set Self-Embedding Ruihui Li Xianzhi Li T. Wong Chi-Wing Fu 3DPC 83 3 0 28 Feb 2022
RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 112 49 0 26 Feb 2022
Reliable Inlier Evaluation for Unsupervised Point Cloud Registration Yaqi Shen Le Hui Qianliang Wu Jin Xie Jian Yang 3DPC 66 48 0 23 Feb 2022
Message passing all the way up Petar Velickovic 175 67 0 22 Feb 2022
3D ToF LiDAR in Mobile Robotics: A Review Tao Yang You Li Cheng Zhao Dexin Yao Guanyin Chen Li Sun T. Krajník Zhi Yan 80 26 0 22 Feb 2022
Deep learning classification of large-scale point clouds: A case study on cuneiform tablets Frederik Hagelskjaer 3DV 3DPC 49 7 0 22 Feb 2022
PointMatch: A Consistency Training Framework for Weakly Supervised Semantic Segmentation of 3D Point Clouds Yushuang Wu Zizheng Yan Shengcai Cai Guanbin Li Yizhou Yu Xiaoguang Han Shuguang Cui 3DPC 3DV 98 19 0 22 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 74 12 0 21 Feb 2022
Point cloud completion via structured feature maps using a feedback network Zejia Su Haibin Huang Chongyang Ma Hui Huang Ruizhen Hu 3DPC 87 8 0 17 Feb 2022
Point Cloud Generation with Continuous Conditioning Larissa T. Triess Andreas Bühler David Peter F. Flohr J. Marius Zöllner 3DV 3DPC 74 7 0 17 Feb 2022
PCRP: Unsupervised Point Cloud Object Retrieval and Pose Estimation Pranav Kadam Qingyang Zhou Shan Liu C.-C. Jay Kuo 3DPC 63 10 0 16 Feb 2022
Exploring the Devil in Graph Spectral Domain for 3D Point Cloud Attacks Q. Hu Daizong Liu Wei Hu AAML 3DPC 155 23 0 15 Feb 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework Xu Ma Can Qin Haoxuan You Haoxi Ran Y. Fu 3DPC 88 601 0 15 Feb 2022
Hierarchical Point Cloud Encoding and Decoding with Lightweight Self-Attention based Model En Yen Puang Hao Zhang Hongyuan Zhu Wei Jing 3DPC 70 8 0 13 Feb 2022
LighTN: Light-weight Transformer Network for Performance-overhead Tradeoff in Point Cloud Downsampling Xu Wang Yi Jin Yigang Cen Tao Wang Bowen Tang Yidong Li ViT 69 33 0 13 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
Particle Transformer for Jet Tagging H. Qu Congqiao Li Sitian Qian ViT MedIm 85 106 0 08 Feb 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions Jiawei Ren Liang Pan Ziwei Liu 3DPC 106 86 0 07 Feb 2022
Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors to Sequences Meng Liu Shuiwang Ji GNN 69 3 0 07 Feb 2022
SRPCN: Structure Retrieval based Point Completion Network Kaiyi Zhang Ximing Yang Yuan Wu Cheng Jin 3DPC 52 3 0 06 Feb 2022
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting Guofeng Mei Litao Yu Qiang Wu Jian Zhang Mohammed Bennamoun SSL 3DPC 67 9 0 05 Feb 2022
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis 114 3 0 04 Feb 2022
3D Point Cloud Registration with Learning-based Matching Algorithm Rintaro Yanagi Atsushi Hashimoto Shusaku Sone Naoya Chiba Jiaxin Ma Yoshitaka Ushiku 3DPC 53 1 0 04 Feb 2022
Projection-based Point Convolution for Efficient Point Cloud Segmentation Pyunghwan Ahn Juyoung Yang Eojindl Yi Chanho Lee Junmo Kim 3DPC 65 8 0 04 Feb 2022
Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport Mahdi Saleh Shun-cheng Wu Luca Cosmo Nassir Navab Benjamin Busam F. Tombari 74 22 0 03 Feb 2022
Learning Mechanically Driven Emergent Behavior with Message Passing Neural Networks Peerasait Prachaseree Emma Lejeune PINN AI4CE 98 11 0 03 Feb 2022
Laplacian2Mesh: Laplacian-Based Mesh Understanding Qiujie Dong Zixiong Wang Manyi Li Junjie Gao Shuangmin Chen Zhenyu Shu Shiqing Xin Changhe Tu Wenping Wang 78 26 0 01 Feb 2022
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 122 26 0 31 Jan 2022
NeuralTailor: Reconstructing Sewing Pattern Structures from 3D Point Clouds of Garments Maria Korosteleva Sung-Hee Lee 3DH 3DPC 112 13 0 31 Jan 2022
TPC: Transformation-Specific Smoothing for Point Cloud Models Wen-Hsuan Chu Linyi Li Yue Liu 3DPC 109 13 0 30 Jan 2022
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions Jiachen Sun Qingzhao Zhang B. Kailkhura Zhiding Yu Chaowei Xiao Z. Morley Mao 3DPC 97 91 0 28 Jan 2022
Learning Proximal Operators to Discover Multiple Optima Lingxiao Li Noam Aigerman Vladimir G. Kim Jiajin Li Kristjan Greenewald Mikhail Yurochkin Justin Solomon 96 1 0 28 Jan 2022
Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification Feng Yang Yichao Cao Qifan Xue Shuai Jin Xuanpeng Li Weigong Zhang 3DPC 49 4 0 27 Jan 2022
Deep Confidence Guided Distance for 3D Partial Shape Registration Dvir Ginzburg D. Raviv 3DV 3DPC 74 3 0 27 Jan 2022
Boosting 3D Adversarial Attacks with Attacking On Frequency Binbin Liu Jinlai Zhang Lyujie Chen Jihong Zhu 3DPC 67 39 0 26 Jan 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
GASCN: Graph Attention Shape Completion Network Haojie Huang Ziyi Yang Robert Platt GNN 3DPC 68 7 0 20 Jan 2022
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes Rahul Sajnani A. Poulenard Jivitesh Jain Radhika Dua Leonidas Guibas Srinath Sridhar 3DPC 60 35 0 19 Jan 2022
SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data Xingye Li Ling Zhang Zhigang Zhu 3DPC 64 10 0 13 Jan 2022
SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds Qingyong Hu Bo Yang Sheikh Khalid W. Xiao Niki Trigoni Andrew Markham 3DPC 71 90 0 12 Jan 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 55 3 0 10 Jan 2022
3D Face Morphing Attacks: Generation, Vulnerability and Detection Jag Mohan Singh Raghavendra Ramachandra CVBM 99 11 0 10 Jan 2022
Self-Supervised Feature Learning from Partial Point Clouds via Pose Disentanglement Meng-Shiun Tsai Pei-Ze Chiang Yi-Hsuan Tsai Wei-Chen Chiu SSL 3DPC 60 5 0 09 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
COTReg:Coupled Optimal Transport based Point Cloud Registration Guofeng Mei Xiaoshui Huang Litao Yu Jian Zhang Bennamoun 3DPC 77 9 0 29 Dec 2021
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