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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
Learning to Place Unseen Objects Stably using a Large-scale Simulation Sangjun Noh Raeyoung Kang Taewon Kim S. Back S. Bak Kyoobin Lee 60 4 0 15 Mar 2023
FAQ: Feature Aggregated Queries for Transformer-based Video Object Detectors Yiming Cui Linjie Yang ViT 83 15 0 15 Mar 2023
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis Renrui Zhang Liuhui Wang Ziyu Guo Yali Wang Peng Gao Hongsheng Li Jianbo Shi 3DPC 73 54 0 14 Mar 2023
RoCNet: 3D Robust Registration of Point-Clouds using Deep Learning K. Slimani Brahim Tamadazte Catherine Achard 3DV 3DPC 67 4 0 14 Mar 2023
Modeling Continuous Motion for 3D Point Cloud Object Tracking Zhi-Chun Luo Gongjie Zhang Changqing Zhou Zhonghua Wu Qingyi Tao Lewei Lu Shijian Lu 3DPC 68 3 0 14 Mar 2023
A Generalized Multi-Modal Fusion Detection Framework Leichao Cui Xiuxian Li Min Meng Xiaoyu Mo 3DPC 54 2 0 13 Mar 2023
3DInAction: Understanding Human Actions in 3D Point Clouds Yizhak Ben-Shabat Oren Shrout Stephen Gould 3DPC 54 5 0 11 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 88 8 0 11 Mar 2023
Necessity Feature Correspondence Estimation for Large-scale Global Place Recognition and Relocalization Kyeongsu Kang Minjae Lee Hyeonwoo Yu 3DPC 57 0 0 11 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view Images Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 138 171 0 10 Mar 2023
IC classifier: a classifier for 3D industrial components based on geometric prior using GNN Zipeng Lin Zhenguo Nie 67 0 0 10 Mar 2023
MBPTrack: Improving 3D Point Cloud Tracking with Memory Networks and Box Priors Tianhan Xu Yuanchen Guo Yunyu Lai Songiie Zhang 3DPC 91 20 0 09 Mar 2023
Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space Yahui Liu Bin Wang Yisheng Lv Lingxi Li Feiyue Wang ViT 3DPC 112 48 0 08 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 Mian 3DPC 94 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 Mian ViT 3DPC 84 3 0 08 Mar 2023
Neural Vector Fields: Implicit Representation by Explicit Learning Xianghui Yang Guosheng Lin Zhenghao Chen Luping Zhou AI4CE 101 18 0 08 Mar 2023
GMCR: Graph-based Maximum Consensus Estimation for Point Cloud Registration Michael Gentner P. Murali Mohsen Kaboli 3DPC 80 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 63 8 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 93 36 0 04 Mar 2023
PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees Jinghuai Zhang Jinyuan Jia Hongbin Liu Neil Zhenqiang Gong 3DPC 68 7 0 03 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 82 52 0 02 Mar 2023
BPT: Binary Point Cloud Transformer for Place Recognition Zhixing Hou Yuzhang Shang Tian Gao Yan Yan MQ ViT 71 3 0 02 Mar 2023
Neural Intrinsic Embedding for Non-rigid Point Cloud Matching Puhua Jiang Min Sun Ruqi Huang 3DPC 61 9 0 02 Mar 2023
Attention-based Graph Convolution Fusing Latent Structures and Multiple Features for Graph Neural Networks Yang Li Yuichi Tanaka 3DPC 61 0 0 02 Mar 2023
Nearest Neighbors Meet Deep Neural Networks for Point Cloud Analysis Renrui Zhang Liuhui Wang Ziyu Guo Jianbo Shi 3DPC 112 10 0 01 Mar 2023
Attention-based Point Cloud Edge Sampling Chengzhi Wu Junwei Zheng Julius Pfrommer Jürgen Beyerer 3DPC 133 52 0 28 Feb 2023
ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer Shanshan Li Pan Gao Xiaoyang Tan Mingqiang Wei ViT 3DPC 100 45 0 28 Feb 2023
CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping Srikanth Malla Yi-Ting Chen 3DPC 60 2 0 28 Feb 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 96 55 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 92 9 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 77 1 0 23 Feb 2023
Grounding Graph Network Simulators using Physical Sensor Observations Jonas Linkerhägner Niklas Freymuth Paul Maria Scheikl F. Mathis-Ullrich Gerhard Neumann AI4CE 84 13 0 23 Feb 2023
Unsupervised 3D Object Learning through Neuron Activity aware Plasticity Beomseok Kang Biswadeep Chakraborty Saibal Mukhopadhyay 69 2 0 22 Feb 2023
S3I-PointHop: SO(3)-Invariant PointHop for 3D Point Cloud Classification Pranav Kadam Hardik Prajapati Hao Fei Jintang Xue Shan Liu C.-C. Jay Kuo 3DPC 87 3 0 22 Feb 2023
Semantic Segmentation of Urban Textured Meshes Through Point Sampling Grégoire Grzeczkowicz Bruno Vallet 3DPC 41 6 0 21 Feb 2023
PointFISH -- learning point cloud representations for RNA localization patterns Arthur Imbert Florian Müller Thomas Walter 3DPC 34 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 75 13 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 96 2 0 20 Feb 2023
Learnable Topological Features for Phylogenetic Inference via Graph Neural Networks Cheng Zhang 70 14 0 17 Feb 2023
Geometric Clifford Algebra Networks David Ruhe Jayesh K. Gupta Steven De Keninck Max Welling Johannes Brandstetter AI4CE 139 37 0 13 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 97 50 0 10 Feb 2023
PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis Cheng Wen Jia-Li Long B. Yu Dacheng Tao 3DPC 144 8 0 10 Feb 2023
Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks Yaobo Song Laurens Bliek Yingqian Zhang 83 1 0 08 Feb 2023
Generalized Few-Shot 3D Object Detection of LiDAR Point Cloud for Autonomous Driving Jiawei Liu Xingping Dong Sanyuan Zhao Jianbing Shen 3DPC 77 8 0 08 Feb 2023
TetCNN: Convolutional Neural Networks on Tetrahedral Meshes Mohammad Farazi Zhangsihao Yang Wenjie Zhu Peijie Qiu Yalin Wang 3DV 56 4 0 08 Feb 2023
PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose Restoration Dingxin Zhang Jianhui Yu Chaoyi Zhang Weidong (Tom) Cai 3DPC 65 10 0 06 Feb 2023
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition Ming Jin Enwei Zhu Changde Du Huiguang He Jinpeng Li 66 26 0 06 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 154 130 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 62 19 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 131 23 0 02 Feb 2023