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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
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Qiufeng Wang 3DPC AAML 166 53 0 30 Mar 2021
Graph-based Facial Affect Analysis: A Review Yang Liu Xingming Zhang Yante Li Jinzhao Zhou Xin-hui Li Guoying Zhao CVBM 158 29 0 29 Mar 2021
IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction Anees Kazi Soroush Farghadani Nassir Navab GNN 79 16 0 29 Mar 2021
RAN-GNNs: breaking the capacity limits of graph neural networks D. Valsesia Giulia Fracastoro E. Magli GNN 77 7 0 29 Mar 2021
LiDAR R-CNN: An Efficient and Universal 3D Object Detector Zhichao Li Feng Wang Naiyan Wang 3DPC 94 226 0 29 Mar 2021
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks Siddharth Srivastava Gaurav Sharma 3DPC 49 16 0 28 Mar 2021
Picasso: A CUDA-based Library for Deep Learning over 3D Meshes Huan Lei Naveed Akhtar Ajmal Mian 59 15 0 28 Mar 2021
Noise Injection-based Regularization for Point Cloud Processing Xiao Zang Yi Xie Siyu Liao Jie Chen Bo Yuan 3DPC 42 2 0 28 Mar 2021
PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds Mutian Xu Runyu Ding Hengshuang Zhao Xiaojuan Qi 3DPC 144 403 0 26 Mar 2021
Bidirectional Projection Network for Cross Dimension Scene Understanding Wenbo Hu Hengshuang Zhao Li Jiang Jiaya Jia T. Wong 3DV 3DPC 79 132 0 26 Mar 2021
Input-Output Balanced Framework for Long-tailed LiDAR Semantic Segmentation Peishan Cong Xinge Zhu Yuexin Ma 93 9 0 26 Mar 2021
X-view: Non-egocentric Multi-View 3D Object Detector Liang Xie Guodong Xu Deng Cai Xiaofei He 3DPC 63 17 0 24 Mar 2021
RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation Jianyun Xu Ruixiang Zhang Jian Dou Yushi Zhu Jie Sun Shiliang Pu 3DPC 98 266 0 24 Mar 2021
Volumetric Propagation Network: Stereo-LiDAR Fusion for Long-Range Depth Estimation Jaesung Choe Kyungdon Joo Tooba Imtiaz In So Kweon 3DPC MDE 109 35 0 24 Mar 2021
NDT-Transformer: Large-Scale 3D Point Cloud Localisation using the Normal Distribution Transform Representation Zhi Zhou Cheng Zhao Daniel Adolfsson Songzhi Su Yang Gao T. Duckett Li Sun ViT 80 106 0 23 Mar 2021
Learning physical properties of anomalous random walks using graph neural networks Hippolyte Verdier M. Duval François Laurent Alhassan Cassé Christian L. Vestergaard Jean-Baptiste Masson 71 25 0 22 Mar 2021
ActivationNet: Representation learning to predict contact quality of interacting 3-D surfaces in engineering designs Rishikesh Ranade Jay Pathak 3DPC DiffM AI4CE 40 1 0 21 Mar 2021
HeterSkinNet: A Heterogeneous Network for Skin Weights Prediction Xiaoyu Pan Jiancong Huang Jiaming Mai He Wang Honglin Li Tongkui Su Wenjun Wang Xiaogang Jin 3DH 66 5 0 19 Mar 2021
Investigate Indistinguishable Points in Semantic Segmentation of 3D Point Cloud Mingye Xu Zhipeng Zhou Junhao Zhang Yu Qiao 3DPC 130 14 0 18 Mar 2021
RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection Lue Fan Xuan Xiong Feng Wang Nai-long Wang Zhaoxiang Zhang 3DPC 119 226 0 18 Mar 2021
You Only Group Once: Efficient Point-Cloud Processing with Token Representation and Relation Inference Module Chenfeng Xu Bohan Zhai Bichen Wu Tian Li Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka ViT 91 23 0 18 Mar 2021
S-AT GCN: Spatial-Attention Graph Convolution Network based Feature Enhancement for 3D Object Detection Li-e Wang Chenfei Wang Wei Wei Tianwei Lan Jun Li 3DPC 41 11 0 15 Mar 2021
R-PointHop: A Green, Accurate, and Unsupervised Point Cloud Registration Method Pranav Kadam Min Zhang Shan Liu C.-C. Jay Kuo 3DPC 47 58 0 15 Mar 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 152 96 0 12 Mar 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu Saeed Anwar Nick Barnes 3DPC 84 208 0 12 Mar 2021
Holistic 3D Scene Understanding from a Single Image with Implicit Representation Cheng Zhang Zhaopeng Cui Yinda Zhang B. Zeng Marc Pollefeys Shuaicheng Liu 139 107 0 11 Mar 2021
Sim2Real 3D Object Classification using Spherical Kernel Point Convolution and a Deep Center Voting Scheme Jean-Baptiste Weibel T. Patten Markus Vincze 3DPC 25 3 0 10 Mar 2021
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis Chaoyi Zhang Jianhui Yu Yang Song Weidong (Tom) Cai 3DPC 110 52 0 09 Mar 2021
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Ajmal Mian 3DPC 128 71 0 09 Mar 2021
LCDNet: Deep Loop Closure Detection and Point Cloud Registration for LiDAR SLAM Daniele Cattaneo Matteo Vaghi Abhinav Valada 3DPC 106 165 0 08 Mar 2021
Robust Point Cloud Registration Framework Based on Deep Graph Matching Kexue Fu Shaolei Liu Xiaoyuan Luo Manning Wang 3DPC 79 212 0 07 Mar 2021
A Convolutional Architecture for 3D Model Embedding Arniel Labrada B. Bustos I. Sipiran 3DPC 3DV 25 5 0 05 Mar 2021
Unsupervised Learning for Robust Fitting:A Reinforcement Learning Approach Giang Truong Huu Le David Suter Erchuan Zhang Syed Zulqarnain Gilani SSL 37 6 0 05 Mar 2021
Point Cloud based Hierarchical Deep Odometry Estimation F. Nowruzi Dhanvin Kolhatkar Prince Kapoor R. Laganière BDL 3DPC 37 2 0 05 Mar 2021
PointGuard: Provably Robust 3D Point Cloud Classification Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong 3DPC 123 75 0 04 Mar 2021
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion Chulin Xie Chuxin Wang Bo Zhang Hao Yang Dong Chen Fang Wen 3DPC 99 83 0 03 Mar 2021
EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 74 9 0 03 Mar 2021
CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point Clouds Ge Gao M. Lauri Xiaolin Hu Jianwei Zhang Simone Frintrop 3DPC 3DH 81 39 0 02 Mar 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 275 749 0 02 Mar 2021
InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring Zhihao Yuan Xu Yan Yinghong Liao Ruimao Zhang Sheng Wang Zhen Li Shuguang Cui 122 135 0 01 Mar 2021
CogDL: A Comprehensive Library for Graph Deep Learning Yukuo Cen Zhenyu Hou Yan Wang Qibin Chen Yi Luo ... Guohao Dai Yu Wang Chang Zhou Hongxia Yang Jie Tang GNN AI4CE 140 17 0 01 Mar 2021
Deep learning based geometric registration for medical images: How accurate can we get without visual features? Lasse Hansen M. Heinrich 3DPC 64 13 0 01 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 78 6 0 01 Mar 2021
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation Aoran Xiao Xiaofei Yang Shijian Lu Dayan Guan Jiaxing Huang 3DPC 73 51 0 01 Mar 2021
Point Cloud Upsampling and Normal Estimation using Deep Learning for Robust Surface Reconstruction Rajat Sharma Tobias Schwandt Christian Kunert Steffen Urban W. Broll 3DPC 61 19 0 26 Feb 2021
Centroid Transformers: Learning to Abstract with Attention Lemeng Wu Xingchao Liu Qiang Liu 3DPC 103 29 0 17 Feb 2021
Seeing by haptic glance: reinforcement learning-based 3D object Recognition Kévin Riou Suiyi Ling G. Gallot P. Le Callet 40 4 0 15 Feb 2021
Spatio-temporal Graph-RNN for Point Cloud Prediction Pedro Gomes Silvia Rossi Laura Toni 3DPC GNN 43 15 0 15 Feb 2021
Point Cloud Transformers applied to Collider Physics Vinicius Mikuni F. Canelli ViT 99 56 0 09 Feb 2021
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks Bahare Fatemi Layla El Asri Seyed Mehran Kazemi GNN SSL 135 166 0 09 Feb 2021