Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

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

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Title
3D Shape Generation and Completion through Point-Voxel Diffusion Linqi Zhou Yilun Du Jiajun Wu DiffM 29 510 0 08 Apr 2021
FatNet: A Feature-attentive Network for 3D Point Cloud Processing Chaitanya Kaul Nick E. Pears S. Manandhar 3DPC 28 25 0 07 Apr 2021
Attentional Graph Neural Network for Parking-slot Detection Chen Min Jiaolong Xu Liang Xiao Dawei Zhao Yiming Nie Bin Dai GNN 38 30 0 06 Apr 2021
Graph Generative Models for Fast Detector Simulations in High Energy Physics A. Hariri Darya Dyachkova Sergei Gleyzer AI4CE 24 6 0 05 Apr 2021
Mutual Graph Learning for Camouflaged Object Detection Qiang Zhai Xin Li Fan Yang Chenglizhao Chen Hong Cheng Deng-Ping Fan 29 197 0 03 Apr 2021
Qubit Routing using Graph Neural Network aided Monte Carlo Tree Search Animesh Sinha Utkarsh Azad Harjinder Singh 39 27 0 01 Apr 2021
Few-Data Guided Learning Upon End-to-End Point Cloud Network for 3D Face Recognition Yi Yu F. Da Ziyu Zhang CVBM 3DH 3DV 3DPC 23 10 0 31 Mar 2021
Charged particle tracking via edge-classifying interaction networks G. Dezoort S. Thais Javier Mauricio Duarte Vesal Razavimaleki M. Atkinson I. Ojalvo Mark S. Neubauer P. Elmer 25 46 0 30 Mar 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Qiufeng Wang 3DPC AAML 60 51 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 46 24 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 27 15 0 28 Mar 2021
Bidirectional Projection Network for Cross Dimension Scene Understanding Wenbo Hu Hengshuang Zhao Li Jiang Jiaya Jia T. Wong 3DV 3DPC 29 131 0 26 Mar 2021
Input-Output Balanced Framework for Long-tailed LiDAR Semantic Segmentation Peishan Cong Xinge Zhu Yuexin Ma 24 9 0 26 Mar 2021
Volumetric Propagation Network: Stereo-LiDAR Fusion for Long-Range Depth Estimation Jaesung Choe Kyungdon Joo Tooba Imtiaz In So Kweon 3DPC MDE 25 33 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 27 104 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 13 25 0 22 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 27 219 0 18 Mar 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 28 92 0 12 Mar 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion Shi Qiu Saeed Anwar Nick Barnes 3DPC 28 203 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 38 102 0 11 Mar 2021
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis C. Zhang Jianhui Yu Yang Song Weidong (Tom) Cai 3DPC 32 49 0 09 Mar 2021
LCDNet: Deep Loop Closure Detection and Point Cloud Registration for LiDAR SLAM Daniele Cattaneo Matteo Vaghi Abhinav Valada 3DPC 29 158 0 08 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 29 82 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 12 38 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 71 129 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 15 13 0 01 Mar 2021
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao Wei Hu Guo-Jun Qi 26 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 29 48 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 28 19 0 26 Feb 2021
Spatio-temporal Graph-RNN for Point Cloud Prediction Pedro Gomes Silvia Rossi Laura Toni 3DPC GNN 29 14 0 15 Feb 2021
Point Cloud Transformers applied to Collider Physics Vinicius Mikuni F. Canelli ViT 16 55 0 09 Feb 2021
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks Bahare Fatemi Layla El Asri Seyed Mehran Kazemi GNN SSL 19 158 0 09 Feb 2021
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection Shaoshuai Shi Li Jiang Jiajun Deng Zhe Wang Chaoxu Guo Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 139 407 0 31 Jan 2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks J. Pata Javier Mauricio Duarte J. Vlimant M. Pierini M. Spiropulu 107 76 0 21 Jan 2021
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D K. Cherenkova Djamila Aouada Gleb Gusev 3DPC 52 16 0 12 Jan 2021
MAAS: Multi-modal Assignation for Active Speaker Detection Juan Carlos León Alcázar Fabian Caba Heilbron Ali K. Thabet Guohao Li 62 51 0 11 Jan 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 126 268 0 07 Jan 2021
Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition Le Hui Mingmei Cheng Jin Xie Jian Yang 3DPC 246 71 0 07 Jan 2021
Progressive Correspondence Pruning by Consensus Learning Chen Zhao Yixiao Ge Feng Zhu Rui Zhao Hongsheng Li Mathieu Salzmann 13 65 0 03 Jan 2021
Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks Junming Zhang Ming-Yuan Yu Ram Vasudevan Matthew Johnson-Roberson 3DPC 34 24 0 02 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 22 115 0 02 Jan 2021
AttrE2vec: Unsupervised Attributed Edge Representation Learning Piotr Bielak Tomasz Kajdanowicz Nitesh V. Chawla SSL 26 13 0 29 Dec 2020
FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-picking Yajun Xu S. Arai Diyi Liu Fang-Erh Lin K. Kosuge 3DPC 8 34 0 29 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 208 840 0 20 Dec 2020
Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud Mutian Xu Junhao Zhang Zhipeng Zhou Mingye Xu Xiaojuan Qi Yu Qiao 3DPC 29 132 0 20 Dec 2020
PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection Yanan Zhang Di Huang Yunhong Wang 3DPC 23 90 0 18 Dec 2020
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 27 1,579 0 17 Dec 2020
Temporal LiDAR Frame Prediction for Autonomous Driving David Deng A. Zakhor 3DPC 11 14 0 17 Dec 2020
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation Mehdi Bahri Eimear O' Sullivan Shunwang Gong Feng Liu Xiaoming Liu M. Bronstein S. Zafeiriou CVBM 3DH 29 16 0 16 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020