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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
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning Yabin Zhang Jiehong Lin Ruihuang Li Kui Jia Lei Zhang 3DPC 88 8 0 13 Nov 2022
CXTrack: Improving 3D Point Cloud Tracking with Contextual Information Tianhan Xu Yuanchen Guo Yunyu Lai Songiie Zhang 3DPC ViT 89 33 0 12 Nov 2022
Equivariance with Learned Canonicalization Functions Sekouba Kaba Arnab Kumar Mondal Yan Zhang Yoshua Bengio Siamak Ravanbakhsh 125 71 0 11 Nov 2022
A Benchmark for Out of Distribution Detection in Point Cloud 3D Semantic Segmentation Lokesh Veeramacheneni Matias Valdenegro-Toro 3DPC UQCV 55 2 0 11 Nov 2022
GET-DIPP: Graph-Embedded Transformer for Differentiable Integrated Prediction and Planning Jiawei Sun Chengran Yuan Shuo Sun Zhiyang Liu Terence Goh A. Wong K. P. Tee M. Ang 86 6 0 11 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 83 22 0 11 Nov 2022
GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts Haoran Geng Helin Xu Chengyan Zhao Chao Xu Li Yi Siyuan Huang He Wang 3DPC 118 100 0 10 Nov 2022
Affordance detection with Dynamic-Tree Capsule Networks A. Rodríguez-Sánchez Simon Haller-Seeber David Peer Chris Engelhardt Jakob Mittelberger Matteo Saveriano 3DPC 48 2 0 09 Nov 2022
Robust Point Cloud Registration Framework Based on Deep Graph Matching(TPAMI Version) Kexue Fu Jiazheng Luo X. Luo Shaolei Liu Chenxi Zhang Manning Wang 3DPC 41 1 0 09 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 76 36 0 07 Nov 2022
pyGSL: A Graph Structure Learning Toolkit Max Wasserman Gonzalo Mateos 123 1 0 07 Nov 2022
PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment Marouane Tliba A. Chetouani G. Valenzise Frederic Dufaux 3DPC 128 16 0 04 Nov 2022
An Aggregation of Aggregation Methods in Computational Pathology M. Bilal R. Jewsbury Ruoyu Wang Hammam M. AlGhamdi Amina Asif Mark Eastwood Nasir M. Rajpoot 90 29 0 02 Nov 2022
No-reference Point Cloud Geometry Quality Assessment Based on Pairwise Rank Learning Zhiyong Su Chao Chu Long Chen Yong Li Weiqing Li 3DPC 37 2 0 02 Nov 2022
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds Zhuheng Lu Yuewei Dai Weiqing Li Zhiyong Su 3DPC 86 4 0 02 Nov 2022
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations Zhuheng Lu Peng Zhang Yuewei Dai Weiqing Li Zhiyong Su 3DPC 63 1 0 02 Nov 2022
AS-PD: An Arbitrary-Size Downsampling Framework for Point Clouds Peng Zhang Ruoyin Xie Jinsheng Sun Weiqing Li Zhiyong Su 3DPC 55 3 0 02 Nov 2022
Improving transferability of 3D adversarial attacks with scale and shear transformations Jinali Zhang Yinpeng Dong Junyi Zhu Jihong Zhu Minchi Kuang Xiaming Yuan 3DPC 127 18 0 02 Nov 2022
Teacher-Student Network for 3D Point Cloud Anomaly Detection with Few Normal Samples Jianjian Qin Chunzhi Gu Junzhou Yu Chaoxi Zhang 3DPC 104 12 0 31 Oct 2022
Improving Graph Neural Networks with Learnable Propagation Operators Moshe Eliasof Lars Ruthotto Eran Treister 102 23 0 31 Oct 2022
GotFlow3D: Recurrent Graph Optimal Transport for Learning 3D Flow Motion in Particle Tracking Jiaming Liang Chao Xu Shengze Cai 3DPC OT 20 7 0 31 Oct 2022
Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds Ziwei Wang Reza Arablouei Jiajun Liu Paulo Borges G. Bishop-Hurley Nic Heaney 3DPC 46 2 0 31 Oct 2022
Interpretable Geometric Deep Learning via Learnable Randomness Injection Siqi Miao Yunan Luo Miaoyuan Liu Pan Li 64 25 0 30 Oct 2022
A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process Fuyang Li Jiying Zhang Xi Xiao Bin Zhang Dijun Luo 66 3 0 30 Oct 2022
SL3D: Self-supervised-Self-labeled 3D Recognition Fernando Julio Cendra Lan Ma Jiajun Shen Xiaojuan Qi 3DPC 93 3 0 30 Oct 2022
Breaking the Symmetry: Resolving Symmetry Ambiguities in Equivariant Neural Networks S. Balachandar A. Poulenard Congyue Deng Leonidas Guibas 72 1 0 29 Oct 2022
TFormer: 3D Tooth Segmentation in Mesh Scans with Geometry Guided Transformer Huimin Xiong Kunle Li K. Tan Yang Feng Qiufeng Wang Jinxiang Hao Zuo-Qiang Liu MedIm 80 1 0 29 Oct 2022
GPA-Net:No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network Ziyu Shan Qi Yang Rui Ye Yujie Zhang Yiling Xu Xiaozhong Xu Shan Liu 3DPC 102 46 0 29 Oct 2022
Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation Moitreya Chatterjee Narendra Ahuja A. Cherian 85 12 0 29 Oct 2022
GeoGCN: Geometric Dual-domain Graph Convolution Network for Point Cloud Denoising Zhaowei Chen Peng Li Zeyong Wei Honghua Chen H. Xie Mingqiang Wei F. Wang 3DPC 25 4 0 28 Oct 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Bach Tran Binh-Son Hua Anh Tran Minh Hoai 3DPC 128 7 0 28 Oct 2022
Deep Generative Models on 3D Representations: A Survey Zifan Shi Sida Peng Yinghao Xu Andreas Geiger Yiyi Liao Yujun Shen MedIm 3DV 102 0 0 27 Oct 2022
Training Graph Neural Networks on Growing Stochastic Graphs J. Cerviño Luana Ruiz Alejandro Ribeiro GNN 83 8 0 27 Oct 2022
Point-Voxel Adaptive Feature Abstraction for Robust Point Cloud Classification Lifa Zhu Changwei Lin Cheng Zheng Ninghua Yang 3DPC 90 3 0 27 Oct 2022
Li3DeTr: A LiDAR based 3D Detection Transformer Gopi Krishna Erabati Helder Araújo ViT 3DPC 159 14 0 27 Oct 2022
Isometric 3D Adversarial Examples in the Physical World Yibo Miao Yinpeng Dong Junyi Zhu Xiao-Shan Gao 104 32 0 27 Oct 2022
3D Shape Knowledge Graph for Cross-domain 3D Shape Retrieval Rihao Chang Yongtao Ma Tong Hao Weizhi Nie 61 5 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 48 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 84 7 0 26 Oct 2022
Searching Dense Point Correspondences via Permutation Matrix Learning Zhiyuan Zhang Jiadai Sun Yuchao Dai Bin Fan Qi Liu 3DPC 72 2 0 26 Oct 2022
Vitruvio: 3D Building Meshes via Single Perspective Sketches Alberto Tono Heyaojing Huang Ashwin Agrawal Martin Fischer 52 5 0 24 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 116 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 104 58 0 23 Oct 2022
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks Moshe Eliasof Nir Ben Zikri Eran Treister SSL GNN 71 4 0 21 Oct 2022
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN Md Nurul Muttakin Md. Iqbal Hossain Md Saidur Rahman GNN 102 2 0 20 Oct 2022
EGG-GAE: scalable graph neural networks for tabular data imputation Lev Telyatnikov Simone Scardapane GNN 57 14 0 19 Oct 2022
Class-Level Confidence Based 3D Semi-Supervised Learning Zhimin Chen Longlong Jing Liang Yang Yingwei Li Bing Li 68 18 0 18 Oct 2022
3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications Hankyul Baek Won Joon Yun Joongheon Kim 3DPC 90 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 129 16 0 18 Oct 2022
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence Mohammad Farazi Wenjie Zhu Zhangsihao Yang Yalin Wang 3DPC 69 3 0 17 Oct 2022