Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

Papers citing "Dynamic Graph CNN for Learning on Point Clouds"

50 / 850 papers shown

Title
MLGCN: An Ultra Efficient Graph Convolution Neural Model For 3D Point Cloud Analysis Mohammad Khodadad Morteza Rezanejad Ali Shiraee Kasmaee K. Siddiqi Dirk Bernhardt-Walther H. Mahyar 3DPC 19 1 0 31 Mar 2023
Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 33 15 0 30 Mar 2023
StarNet: Style-Aware 3D Point Cloud Generation Yunfan Zhang Hao Wang Guosheng Lin Vun Chan Hua Nicholas Zhiqi Shen C. Miao 3DPC 3DV 30 1 0 28 Mar 2023
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision Jiahui Lei Congyue Deng Karl Schmeckpeper Leonidas J. Guibas Kostas Daniilidis 3DPC 24 21 0 27 Mar 2023
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes Dávid Rozenberszki Or Litany Angela Dai 3DPC ISeg 34 23 0 25 Mar 2023
Link Prediction for Flow-Driven Spatial Networks Bastian Wittmann Johannes C. Paetzold Chinmay Prabhakar Daniel Rueckert Bjoern H. Menze GNN 29 7 0 25 Mar 2023
GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute Jinrui Xing Hui Yuan R. Hamzaoui Hao Liu Junhui Hou 3DPC 30 35 0 24 Mar 2023
A Tiny Machine Learning Model for Point Cloud Object Classification M. Zhang Jintang Xue Pranav Kadam Hardik Prajapati Shan Liu C.-C. Jay Kuo 3DPC 39 1 0 20 Mar 2023
Deep Graph-based Spatial Consistency for Robust Non-rigid Point Cloud Registration Zheng Qin Hao Yu Changjian Wang Yuxing Peng Kaiping Xu 3DPC 27 17 0 17 Mar 2023
RoCNet: 3D Robust Registration of Point-Clouds using Deep Learning K. Slimani Brahim Tamadazte Catherine Achard 3DV 3DPC 14 4 0 14 Mar 2023
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks Fenglei Fan Hangcheng Dong Zhongming Wu Lecheng Ruan T. Zeng Yiming Cui Jing-Xiao Liao 59 8 0 11 Mar 2023
Necessity Feature Correspondence Estimation for Large-scale Global Place Recognition and Relocalization Kyeongsu Kang Minjae Lee Hyeonwoo Yu 3DPC 24 0 0 11 Mar 2023
IC classifier: a classifier for 3D industrial components based on geometric prior using GNN Zipeng Lin Zhenguo Nie 19 0 0 10 Mar 2023
DANet: Density Adaptive Convolutional Network with Interactive Attention for 3D Point Clouds Yong-xing He Hongshan Yu Zhengeng Yang Wei Sun Mingtao Feng Ajmal Saeed Mian 3DPC 27 7 0 08 Mar 2023
Full Point Encoding for Local Feature Aggregation in 3D Point Clouds Yong-xing He Hongshan Yu Zhengeng Yang Xiaoguang Liu Wei Sun Ajmal Saeed Mian ViT 3DPC 14 3 0 08 Mar 2023
GMCR: Graph-based Maximum Consensus Estimation for Point Cloud Registration Michael Gentner P. Murali Mohsen Kaboli 3DPC 28 4 0 07 Mar 2023
CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame Yujing Lou Zelin Ye Yang You Nianjuan Jiang Jiangbo Lu Weiming Wang Lizhuang Ma Cewu Lu 3DPC 44 7 0 06 Mar 2023
Open-Vocabulary Affordance Detection in 3D Point Clouds Toan Ngyen Minh Nhat Vu Annalies Vuong Dzung Nguyen T. Vo Ngan Le A. Nguyen 3DPC 24 32 0 04 Mar 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training Ziyu Guo Renrui Zhang Longtian Qiu Xianzhi Li Pheng-Ann Heng 3DPC 30 52 0 27 Feb 2023
UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D Reconstruction Zhenwei Zhu Liying Yang Ningchi Li Chaohao Jiang Yanyan Liang 24 8 0 27 Feb 2023
MesoGraph: Automatic Profiling of Malignant Mesothelioma Subtypes from Histological Images Mark Eastwood H. Sailem Silviu Tudor Marc Xiaohong Gao J. Offman ... W. Cookson M. Moffatt S. Popat F. Minhas J. Robertus 22 1 0 23 Feb 2023
Semantic Segmentation of Urban Textured Meshes Through Point Sampling Grégoire Grzeczkowicz Bruno Vallet 3DPC 17 5 0 21 Feb 2023
PointFISH -- learning point cloud representations for RNA localization patterns Arthur Imbert Florian Müller Thomas Walter 3DPC 19 2 0 21 Feb 2023
Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention Jiahui Wang H. Zhu Haoren Guo Abdullah Al Mamun Cheng Xiang T. Lee 3DPC 20 12 0 21 Feb 2023
General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment Liang Xie Yibo Yang Wenxiao Wang Binbin Lin Deng Cai Xiaofei He Ronghua Liang 3DPC 24 2 0 20 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 29 46 0 10 Feb 2023
PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis Cheng Wen Jia-Li Long B. Yu Dacheng Tao 3DPC 37 7 0 10 Feb 2023
Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks Yaobo Song Laurens Bliek Yingqian Zhang 34 1 0 08 Feb 2023
TetCNN: Convolutional Neural Networks on Tetrahedral Meshes Mohammad Farazi Zhangsihao Yang Wenjie Zhu Peijie Qiu Yalin Wang 3DV 30 4 0 08 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 38 117 0 05 Feb 2023
IKEA-Manual: Seeing Shape Assembly Step by Step Ruocheng Wang Yunzhi Zhang Jiayuan Mao Ran Zhang Chin-Yi Cheng Jiajun Wu 3DV 24 17 0 03 Feb 2023
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors Zhangyang Xiong Di Kang Derong Jin Weikai Chen Linchao Bao Shuguang Cui Xiaoguang Han 3DH 36 22 0 02 Feb 2023
Learning Against Distributional Uncertainty: On the Trade-off Between Robustness and Specificity Shixiong Wang Haowei Wang Xinke Li Jean Honorio OOD 65 1 0 31 Jan 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 32 3 0 30 Jan 2023
3D Object Detection in LiDAR Point Clouds using Graph Neural Networks R. ShreelakshmiC S. Durbha Gaganpreet Singh 3DPC 22 1 0 29 Jan 2023
Object Preserving Siamese Network for Single Object Tracking on Point Clouds Kaijie Zhao Haitao Zhao Zhongze Wang Jingchao Peng Zhengwei Hu 3DPC 10 3 0 28 Jan 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 25 196 0 26 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 42 2 0 26 Jan 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Elena Camuffo Umberto Michieli Simone Milani 3DPC 27 4 0 26 Jan 2023
3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation Ananya Jana H. Subhash Dimitris N. Metaxas 46 5 0 25 Jan 2023
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando Spyros Gidaris Andrei Bursuc Gilles Puy Alexandre Boulch Renaud Marlet ViT 3DPC 17 71 0 24 Jan 2023
LoCoNet: Long-Short Context Network for Active Speaker Detection Xizi Wang Feng Cheng Gedas Bertasius David J. Crandall 26 15 0 19 Jan 2023
Everything is Connected: Graph Neural Networks Petar Velickovic GNN AI4CE 22 179 0 19 Jan 2023
Joint Representation Learning for Text and 3D Point Cloud Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie S. Song Gao Huang 27 19 0 18 Jan 2023
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 19 2 0 17 Jan 2023
Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly Chengzhi Wu Xuelei Bi Julius Pfrommer Alexander Cebulla Simon Mangold Jürgen Beyerer 3DPC 19 20 0 12 Jan 2023
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning Chengzhi Wu Linxi Qiu Kanran Zhou Julius Pfrommer Jürgen Beyerer 29 1 0 11 Jan 2023
Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding Chengzhi Wu Julius Pfrommer Jürgen Beyerer Kangning Li B. Neubert 3DPC 21 2 0 11 Jan 2023
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors Chengzhi Wu Kanran Zhou Jan-Philipp Kaiser Norbert Mitschke Jan F. Klein Julius Pfrommer Jürgen Beyerer G. Lanza M. Heizmann K. Furmans AI4CE 25 7 0 11 Jan 2023
Dynamic Local Feature Aggregation for Learning on Point Clouds Zihao Li Pan Gao Hui Yuan Ran Wei 3DPC 19 3 0 07 Jan 2023