Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

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

50 / 1,044 papers shown

Title
Teacher-Student Network for 3D Point Cloud Anomaly Detection with Few Normal Samples Jianjian Qin Chunzhi Gu Junzhou Yu Chaoxi Zhang 3DPC 34 12 0 31 Oct 2022
SL3D: Self-supervised-Self-labeled 3D Recognition Fernando Julio Cendra Lan Ma Jiajun Shen Xiaojuan Qi 3DPC 50 3 0 30 Oct 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Bach Tran Binh-Son Hua Anh Tran Minh Hoai 3DPC 47 7 0 28 Oct 2022
Training Graph Neural Networks on Growing Stochastic Graphs J. Cerviño Luana Ruiz Alejandro Ribeiro GNN 21 8 0 27 Oct 2022
Point-Voxel Adaptive Feature Abstraction for Robust Point Cloud Classification Lifa Zhu Changwei Lin Cheng Zheng Ninghua Yang 3DPC 45 3 0 27 Oct 2022
Li3DeTr: A LiDAR based 3D Detection Transformer Gopi Krishna Erabati Helder Araújo ViT 3DPC 115 14 0 27 Oct 2022
Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network Md Aminul Haque Palash A. Khan Kawsarul Islam Md Abdullah Al Nasim Ryan Mohammad Bin Shahjahan CVBM 24 2 0 26 Oct 2022
Learning a Task-specific Descriptor for Robust Matching of 3D Point Clouds Zhiyuan Zhang Yuchao Dai Bin Fan Jiadai Sun Mingyi He 3DPC 51 7 0 26 Oct 2022
Searching Dense Point Correspondences via Permutation Matrix Learning Zhiyuan Zhang Jiadai Sun Yuchao Dai Bin Fan Qi Liu 3DPC 34 2 0 26 Oct 2022
Symmetry and Variance: Generative Parametric Modelling of Historical Brick Wall Patterns Sevgi Altun Mustafa Cem Gunes Y. Sahin Alican Mertan Gözde B. Ünal M. Özkar 22 0 0 23 Oct 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 42 55 0 23 Oct 2022
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks Moshe Eliasof Nir Ben Zikri Eran Treister SSL GNN 27 3 0 21 Oct 2022
3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications Hankyul Baek Won Joon Yun Joongheon Kim 3DPC 32 4 0 18 Oct 2022
RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline Extraction L. Jin Shixuan Gu D. Wei Jason Ken Adhinarta Kaiming Kuang Yongjie Jessica Zhang Hanspeter Pfister Bingbing Ni Jiancheng Yang Ming Li 3DPC 27 15 0 18 Oct 2022
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence Mohammad Farazi Wenjie Zhu Zhangsihao Yang Yalin Wang 3DPC 36 3 0 17 Oct 2022
Overlap-guided Gaussian Mixture Models for Point Cloud Registration Guofeng Mei Fabio Poiesi Cristiano Saltori Jian Zhang Elisa Ricci N. Sebe 36 21 0 17 Oct 2022
Learning 6-DoF Task-oriented Grasp Detection via Implicit Estimation and Visual Affordance Wenkai Chen Hongzhuo Liang Zhaopeng Chen Gang Hua Jian-Wei Zhang 19 22 0 16 Oct 2022
PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds Runkai Zhao Heng Wang Chaoyi Zhang Weidong (Tom) Cai 3DV 28 6 0 15 Oct 2022
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking Keyu Duan Zirui Liu Peihao Wang Wenqing Zheng Kaixiong Zhou Tianlong Chen Xia Hu Zhangyang Wang GNN 48 57 0 14 Oct 2022
Frame Mining: a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds Minghua Liu Xuanlin Li Z. Ling Yangyan Li Hao Su 45 31 0 14 Oct 2022
Explore Contextual Information for 3D Scene Graph Generation Yu-An Liu Chengjiang Long Zhaoxuan Zhang Bo Liu Qiang Zhang Baocai Yin Xin Yang 43 10 0 12 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 75 489 0 12 Oct 2022
RING++: Roto-translation Invariant Gram for Global Localization on a Sparse Scan Map Xuecheng Xu Shan Lu Jun Wu Haojian Lu Qiuguo Zhu Yiyi Liao R. Xiong Yue Wang 43 43 0 12 Oct 2022
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD Ziyin Zeng Yongyang Xu Zhong Xie Wei Tang Jie Wan Weichao Wu 3DPC 42 19 0 12 Oct 2022
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling Xiaoyang Wu Yixing Lao Li Jiang Xihui Liu Hengshuang Zhao 3DPC ViT 32 369 0 11 Oct 2022
APSNet: Attention Based Point Cloud Sampling Yang Ye Xiulong Yang Shihao Ji 3DPC 39 6 0 11 Oct 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation Ling-Yu Tang Le Hui Jin Xie 3DPC 34 15 0 11 Oct 2022
Uplifting Message Passing Neural Network with Graph Original Information Xiao Liu Lijun Zhang Hui Guan GNN 26 2 0 08 Oct 2022
GMA3D: Local-Global Attention Learning to Estimate Occluded Motions of Scene Flow Zhiyang Lu Ming Cheng 3DPC 37 4 0 07 Oct 2022
Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design Keir Adams Connor W. Coley 39 25 0 06 Oct 2022
CoGrasp: 6-DoF Grasp Generation for Human-Robot Collaboration Abhinav K. Keshari Hanwen Ren A. H. Qureshi 47 5 0 06 Oct 2022
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding Guofeng Mei Cristiano Saltori Fabio Poiesi Jian Zhang Elisa Ricci N. Sebe Qiang Wu 3DPC 64 5 0 06 Oct 2022
Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations Chengxuan Lin Tung-I Chen Hsin-Ying Lee Wen-Chin Chen Winston H. Hsu 3DPC 34 11 0 05 Oct 2022
Point Cloud Recognition with Position-to-Structure Attention Transformers Zhenghu Ding James Hou Zhuowen Tu ViT 3DPC 46 1 0 05 Oct 2022
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Tianyu Huang Bowen Dong Yunhan Yang Xiaoshui Huang Rynson W. H. Lau Wanli Ouyang W. Zuo VLM 3DPC CLIP 44 144 0 03 Oct 2022
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation Min Seok Lee Seok Woo Yang S. W. Han 3DPC 27 21 0 02 Oct 2022
Convolutional Neural Networks on Manifolds: From Graphs and Back Zhiyang Wang Luana Ruiz Alejandro Ribeiro 3DPC GNN 59 14 0 01 Oct 2022
Robust Person Identification: A WiFi Vision-based Approach Yili Ren Jie Yang 21 1 0 30 Sep 2022
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing Daxuan Ren Jianmin Zheng Jianfei Cai Jiatong Li Junzhe Zhang 3DPC 54 36 0 30 Sep 2022
Zero-shot visual reasoning through probabilistic analogical mapping Taylor Webb Shuhao Fu Trevor Bihl K. Holyoak Hongjing Lu LRM 58 12 0 29 Sep 2022
Uncertainty Estimation for 3D Dense Prediction via Cross-Point Embeddings Kaiwen Cai Chris Xiaoxuan Lu Xiaowei Huang 3DPC 42 2 0 29 Sep 2022
RIGA: Rotation-Invariant and Globally-Aware Descriptors for Point Cloud Registration Hao Yu Jiafan Hou Zheng Qin Mahdi Saleh I. Shugurov Kai Wang Benjamin Busam Slobodan Ilic 60 39 0 27 Sep 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 32 74 0 27 Sep 2022
GIDP: Learning a Good Initialization and Inducing Descriptor Post-enhancing for Large-scale Place Recognition Zhaoxin Fan Zhenbo Song Hongyan Liu Jun He 43 0 0 23 Sep 2022
3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation Dening Lu K. Gao Qian Xie Linlin Xu Jonathan Li 3DPC ViT 42 4 0 21 Sep 2022
Rethinking the compositionality of point clouds through regularization in the hyperbolic space Antonio Montanaro D. Valsesia E. Magli 3DPC 54 31 0 21 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip Torr GNN 31 1 0 20 Sep 2022
Neural Graph Databases Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 47 9 0 20 Sep 2022
Make Heterophily Graphs Better Fit GNN: A Graph Rewiring Approach Wendong Bi Lun Du Qiang Fu Yanlin Wang Shi Han Dongmei Zhang 30 27 0 17 Sep 2022
Scalable SoftGroup for 3D Instance Segmentation on Point Clouds Thang Vu Kookhoi Kim Tung M. Luu Xuan Thanh Nguyen Junyeong Kim Chang D. Yoo 3DPC 33 22 0 17 Sep 2022