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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
Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness Zeyuan Tan Xiulong Yuan Congjie He Man-Kit Sit Guo Li Xiaoze Liu Baole Ai Kai Zeng Peter R. Pietzuch Kai Zou GNN 56 17 0 18 May 2023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding Minghua Liu Ruoxi Shi Kaiming Kuang Yinhao Zhu Xuanlin Li Shizhong Han H. Cai Fatih Porikli Hao Su 3DPC 126 124 0 18 May 2023
Transcending Grids: Point Clouds and Surface Representations Powering Neurological Processing Kishore Babu Nampalle Pradeep Singh Vivek Narayan Uppala Sumit Gangwar Raj S Negi Balasubramanian Raman 66 1 0 17 May 2023
Object Re-Identification from Point Clouds Benjamin Thérien Chengjie Huang Adrian Chow Krzysztof Czarnecki 3DPC 95 2 0 17 May 2023
Tinto: Multisensor Benchmark for 3D Hyperspectral Point Cloud Segmentation in the Geosciences Ahmed J. Afifi Samuel T. Thiele Aldino Rizaldy S. Lorenz Pedram Ghamisi R. Tolosana-Delgado M. Kirsch R. Gloaguen M. Heizmann 3DPC 75 11 0 17 May 2023
SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification Siyuan Huang Bo Zhang Botian Shi Penglei Gao Yikang Li Hongsheng Li 3DPC 3DGS 74 14 0 16 May 2023
GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-Training Xiaoyu Tian Haoxi Ran Yue Wang Hang Zhao 3DPC ViT 62 41 0 15 May 2023
A graph convolutional autoencoder approach to model order reduction for parametrized PDEs F. Pichi B. Moya J. Hesthaven AI4CE 81 59 0 15 May 2023
CMSG Cross-Media Semantic-Graph Feature Matching Algorithm for Autonomous Vehicle Relocalization Shuhang Tan Hengyu Liu Zhiling Wang 109 0 0 15 May 2023
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance Yiming Cui Lecheng Ruan Hang Dong Qiang Li Zhongming Wu T. Zeng Fengyu Fan 3DPC 69 0 0 13 May 2023
Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy Krithika S. Iyer Shireen Y. Elhabian 59 10 0 13 May 2023
Clustering of Time-Varying Graphs Based on Temporal Label Smoothness Katsuki Fukumoto Koki Yamada Yuichi Tanaka Hoi-To Wai AI4TS 56 0 0 11 May 2023
Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networks Olaf Wysocki Yan Xia Magdalena Wysocki E. Grilli L. Hoegner Daniel Cremers Uwe Stilla 3DPC 3DV 66 16 0 10 May 2023
VTPNet for 3D deep learning on point cloud Wei Zhou Weiwei Jin Qian Wang Yifan Wang Dekui Wang Xingxing Hao Yong Yu 3DPC ViT 49 0 0 10 May 2023
D-Net: Learning for Distinctive Point Clouds by Self-Attentive Point Searching and Learnable Feature Fusion Xinhai Liu Zhizhong Han S. Lee Yannan Cao Yu-Shen Liu 3DPC 49 2 0 10 May 2023
Can point cloud networks learn statistical shape models of anatomies? Jadie Adams Shireen Y. Elhabian 3DPC 101 6 0 09 May 2023
DC3DCD: unsupervised learning for multiclass 3D point cloud change detection Iris de Gélis Sébastien Lefèvre Thomas Corpetti 3DPC 94 5 0 09 May 2023
Self-Supervised Learning for Point Clouds Data: A Survey Changyu Zeng Wei Wang A. Nguyen Yutao Yue 3DPC 84 0 0 09 May 2023
Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding Li Jiang Zetong Yang Shaoshuai Shi Vladislav Golyanik Dengxin Dai Bernt Schiele 3DPC 112 13 0 08 May 2023
Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal Zhitao Liu Zengyu Liu Jiwei Wei Guan Wang Zhenjiang Du Ning Xie Jikang Cheng 62 2 0 07 May 2023
Weighted Point Cloud Normal Estimation Weijia Wang Xuequan Lu Di Shao Xiao Liu Richard Dazeley A. Robles-Kelly Wei Pan 3DPC 49 2 0 06 May 2023
Data-Free Learning of Reduced-Order Kinematics Nicholas Sharp Cristian Romero Alec Jacobson E. Vouga P. Kry David I. W. Levin Justin Solomon AI4CE 78 20 0 05 May 2023
Persistent Homology Meets Object Unity: Object Recognition in Clutter Ekta U. Samani A. Banerjee 82 5 0 05 May 2023
Near-realtime Facial Animation by Deep 3D Simulation Super-Resolution Hyojoon Park Sangeetha Grama Srinivasan Matthew Cong Doyub Kim Byungsoo Kim Jonathan Swartz Ken Museth Eftychios Sifakis 3DH 128 3 0 05 May 2023
TUVF: Learning Generalizable Texture UV Radiance Fields Annie Cheng Xueting Li Sifei Liu Xinyu Wang DiffM 82 8 0 04 May 2023
UrbanBIS: a Large-scale Benchmark for Fine-grained Urban Building Instance Segmentation Guoqing Yang Fuyou Xue Qi Zhang Ke Xie Chi-Wing Fu Hui Huang 3DV 95 29 0 04 May 2023
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs Jou-An Chen Hsin-Hsuan Sung Xipeng Shen Sutanay Choudhury Ang Li GNN MQ 77 7 0 04 May 2023
A Digital Twin Empowered Lightweight Model Sharing Scheme for Multi-Robot Systems Kai Xiong Zhihong Wang S. Leng Jianhua He 44 9 0 03 May 2023
Multi-Head Graph Convolutional Network for Structural Connectome Classification Anees Kazi Jocelyn M Mora Bruce Fischl Yun Cao I. Aganj 98 3 0 02 May 2023
A Survey of Methods for Converting Unstructured Data to CSG Models Pierre-Alain Fayolle Markus Friedrich 3DPC 3DV 93 9 0 02 May 2023
PU-EdgeFormer: Edge Transformer for Dense Prediction in Point Cloud Upsampling Dohoon Kim Minwoo Shin J. Paik 3DPC ViT 59 2 0 02 May 2023
A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans Ananya Jana A. Maiti Dimitris N. Metaxas 78 2 0 29 Apr 2023
ViewFormer: View Set Attention for Multi-view 3D Shape Understanding Hongyu Sun Yongcai Wang Peng Wang Xudong Cai Deying Li 51 2 0 29 Apr 2023
Deep Graph Reprogramming Yongcheng Jing Chongbin Yuan Li Ju Yiding Yang Xinchao Wang Dacheng Tao 142 38 0 28 Apr 2023
Human Semantic Segmentation using Millimeter-Wave Radar Sparse Point Clouds Pengfei Song Luoyu Mei H. Cheng 41 3 0 27 Apr 2023
Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation Zihao Li Pan Gao Hui Yuan Ran Wei M. Paul 3DPC ViT 56 6 0 27 Apr 2023
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 80 8 0 27 Apr 2023
Change detection needs change information: improving deep 3D point cloud change detection Iris de Gélis Thomas Corpetti Sébastien Lefèvre 3DPC 44 15 0 25 Apr 2023
Grad-PU: Arbitrary-Scale Point Cloud Upsampling via Gradient Descent with Learned Distance Functions Yun He Danhang Tang Yinda Zhang Xiangyang Xue Yanwei Fu 3DPC 66 51 0 24 Apr 2023
PARAGRAPH2GRAPH: A GNN-based framework for layout paragraph analysis Shuyong Wei Nuo Xu 46 5 0 24 Apr 2023
Pred-NBV: Prediction-guided Next-Best-View for 3D Object Reconstruction Harnaik Dhami V. Sharma Pratap Tokekar 3DPC 57 20 0 22 Apr 2023
3 Dimensional Dense Reconstruction: A Review of Algorithms and Dataset Yangming Li 3DV 3DH 78 1 0 19 Apr 2023
Variational Relational Point Completion Network for Robust 3D Classification Liang Pan Xinyi Chen Zhongang Cai Junzhe Zhang Haiyu Zhao Shuai Yi Ziwei Liu 3DPC 3DV 64 13 0 18 Apr 2023
PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel Clustering Zisheng Chen Hongbin Xu Weitao Chen Zhipeng Zhou Haihong Xiao Baigui Sun Xuansong Xie Wenxiong Kang 3DPC 75 8 0 18 Apr 2023
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Yongjian Hu Alex C. Kot 3DPC 3DH 72 18 0 18 Apr 2023
S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences Lennart Bastian Alexander Bauman Emily Hoppe Vincent Burgin Ha Young Kim Mahdi Saleh Benjamin Busam Nassir Navab 70 8 0 15 Apr 2023
Region-Enhanced Feature Learning for Scene Semantic Segmentation Xin Kang Chaoqun Wang Xuejin Chen 126 3 0 15 Apr 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models Yaohua Zha Jinpeng Wang Tao Dai Bin Chen Zhi Wang Shutao Xia VLM 115 48 0 14 Apr 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining Siming Yan Yu-Qi Yang Yu-Xiao Guo Hao Pan Peng-shuai Wang Xin Tong Yang Liu Qi-Xing Huang 3DPC 92 14 0 14 Apr 2023
PointCLIMB: An Exemplar-Free Point Cloud Class Incremental Benchmark Shivanand Kundargi Tejas Anvekar R. Tabib U. Mudenagudi 3DPC 40 3 0 13 Apr 2023