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
Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation U. Demir Atahan Ozer Y. Sahin Gözde B. Ünal 22 3 0 06 Aug 2021
Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration Haobo Jiang Jin Xie J. Qian Jian Yang 3DPC 23 10 0 05 Aug 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang Jun Liu Shijian Lu Meng Hwa Er Alex C. Kot 3DH 3DPC 38 91 0 04 Aug 2021
PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations Moshe Eliasof E. Haber Eran Treister GNN AI4CE 39 122 0 04 Aug 2021
Learning with Noisy Labels for Robust Point Cloud Segmentation Shuquan Ye Dongdong Chen Songfang Han Jing Liao 3DPC 31 51 0 29 Jul 2021
Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN (SRG-Net) Yao Hu Guohua Geng Kang Li Wei Zhou Xingxing Hao Xin Cao 32 2 0 28 Jul 2021
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds Jiacheng Wei Guosheng Lin Kim-Hui Yap Fayao Liu Tzu-Yi Hung 3DPC 22 12 0 23 Jul 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 30 156 0 23 Jul 2021
Joint Implicit Image Function for Guided Depth Super-Resolution Jiaxiang Tang Xiaokang Chen Gang Zeng SupR 21 59 0 19 Jul 2021
Point-Cloud Deep Learning of Porous Media for Permeability Prediction Ali Kashefi T. Mukerji 3DPC AI4CE 17 34 0 18 Jul 2021
Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point Clouds Shuang Deng Qiulei Dong Bo Liu Zhanyi Hu 3DPC 19 27 0 08 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 15 81 0 05 Jul 2021
Graph Signal Restoration Using Nested Deep Algorithm Unrolling Masatoshi Nagahama Koki Yamada Yuichi Tanaka Stanley H. Chan Yonina C. Eldar 24 18 0 30 Jun 2021
Learning without Forgetting for 3D Point Cloud Objects T. Chowdhury Mahira Jalisha A. Cheraghian Shafin Rahman 3DPC 29 9 0 27 Jun 2021
Shape registration in the time of transformers Giovanni Trappolini Luca Cosmo Luca Moschella R. Marin Simone Melzi Emanuele Rodolà ViT 3DPC MedIm 37 56 0 25 Jun 2021
To the Point: Efficient 3D Object Detection in the Range Image with Graph Convolution Kernels Yuning Chai Pei Sun Jiquan Ngiam Weiyue Wang Benjamin Caine Vijay Vasudevan Xiao Zhang Drago Anguelov 3DPC 34 66 0 25 Jun 2021
The Neurally-Guided Shape Parser: Grammar-based Labeling of 3D Shape Regions with Approximate Inference R. K. Jones Aalia Habib Rana Hanocka Brown University 17 9 0 22 Jun 2021
Particle Cloud Generation with Message Passing Generative Adversarial Networks Raghav Kansal Javier Mauricio Duarte Haoran Su B. Orzari T. Tomei M. Pierini M. Touranakou J. Vlimant Dimitrios Gunopulos 27 75 0 22 Jun 2021
Robust Pooling through the Data Mode Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 3DV OOD 24 3 0 21 Jun 2021
3D Object Detection for Autonomous Driving: A Survey Rui Qian Xin Lai Xirong Li 3DPC 35 318 0 21 Jun 2021
NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go Marvin Eisenberger David Novotny Gael Kerchenbaum Patrick Labatut Natalia Neverova Daniel Cremers Andrea Vedaldi 3DH 3DPC 15 67 0 17 Jun 2021
EdgeConv with Attention Module for Monocular Depth Estimation Minhyeok Lee Sangwon Hwang Chaewon Park Sangyoun Lee MDE 3DPC 13 17 0 16 Jun 2021
Training Graph Neural Networks with 1000 Layers Guohao Li Matthias Muller Guohao Li V. Koltun GNN AI4CE 51 235 0 14 Jun 2021
Breaking the Limit of Graph Neural Networks by Improving the Assortativity of Graphs with Local Mixing Patterns Susheel Suresh Vinith Budde Jennifer Neville Pan Li Jianzhu Ma 32 131 0 11 Jun 2021
Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline Ankit Goyal Hei Law Bowei Liu Alejandro Newell Jia Deng 3DPC 35 229 0 09 Jun 2021
Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking Yiding Yang Zhou Ren Haoxiang Li Chunluan Zhou Xinchao Wang G. Hua 3DH 19 66 0 07 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 21 233 0 07 Jun 2021
A Survey on Deep Domain Adaptation for LiDAR Perception Larissa T. Triess M. Dreissig Christoph B. Rist J. Marius Zöllner 42 66 0 04 Jun 2021
Subdivision-Based Mesh Convolution Networks Shimin Hu Zheng-Ning Liu Meng-Hao Guo Junxiong Cai Jiahui Huang Tai-Jiang Mu Ralph Robert Martin 3DV 24 121 0 04 Jun 2021
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds Yanfei Su Weiquan Liu Zhimin Yuan Ming Cheng Zhihong Zhang Xuelun Shen Cheng-Yu Wang 3DPC 20 38 0 01 Jun 2021
Local Latent Representation based on Geometric Convolution for Particle Data Feature Exploration Haoyu Li Han-Wei Shen 3DPC 19 2 0 27 May 2021
Predicting Aqueous Solubility of Organic Molecules Using Deep Learning Models with Varied Molecular Representations G. Panapitiya Michael Girard Aaron Hollas V. Murugesan Wei Wang Emily Saldanha 21 46 0 26 May 2021
HPNet: Deep Primitive Segmentation Using Hybrid Representations Siming Yan Zhenpei Yang Chongyang Ma Haibin Huang E. Vouga Qi-Xing Huang 3DV 3DPC 19 41 0 22 May 2021
Direct Prediction of Steady-State Flow Fields in Meshed Domain with Graph Networks Lukas Harsch S. Riedelbauch AI4CE 59 12 0 06 May 2021
Point Cloud Audio Processing Krishna Subramani Paris Smaragdis 3DPC 20 4 0 06 May 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 25 472 0 05 May 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 151 283 0 04 May 2021
Current Status and Performance Analysis of Table Recognition in Document Images with Deep Neural Networks K. Hashmi Marcus Liwicki D. Stricker Muhammad Adnan Afzal Muhammad Ahtsham Afzal Muhammad Zeshan Afzal LMTD 40 48 0 29 Apr 2021
Unsupervised 3D Shape Completion through GAN Inversion Junzhe Zhang Xinyi Chen Zhongang Cai Liang Pan Haiyu Zhao Shuai Yi C. Yeo Bo Dai Chen Change Loy 3DPC 18 113 0 27 Apr 2021
Dual Transformer for Point Cloud Analysis Xian-Feng Han Yi-Fei Jin Hui Cheng Guoqiang Xiao ViT 36 73 0 27 Apr 2021
Vector Neurons: A General Framework for SO(3)-Equivariant Networks Congyue Deng Or Litany Yueqi Duan A. Poulenard Andrea Tagliasacchi Leonidas J. Guibas 3DPC 111 316 0 25 Apr 2021
3D Adversarial Attacks Beyond Point Cloud Jinlai Zhang Lyujie Chen Binbin Liu Bojun Ouyang Qizhi Xie Jihong Zhu Weiming Li Yanmei Meng 3DPC 21 38 0 25 Apr 2021
Mini-batch graphs for robust image classification Arnab Kumar Mondal V. Jain K. Siddiqi OOD 41 6 0 22 Apr 2021
Improvement of Normal Estimation for PointClouds via Simplifying Surface Fitting Jun Zhou Wei Jin Mingjie Wang Xiuping Liu Zhiyang Li Zhaobin Liu 3DPC 25 19 0 21 Apr 2021
Spatiotemporal Deformable Scene Graphs for Complex Activity Detection Salman Khan Fabio Cuzzolin 3DPC 51 5 0 16 Apr 2021
A Backdoor Attack against 3D Point Cloud Classifiers Zhen Xiang David J. Miller Siheng Chen Xi Li G. Kesidis 3DPC AAML 28 76 0 12 Apr 2021
View-Guided Point Cloud Completion Xuancheng Zhang Yutong Feng Siqi Li C. Zou Hai Wan Xibin Zhao Yandong Guo Yue Gao 3DPC 15 64 0 12 Apr 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 19 58 0 11 Apr 2021
SQN: Weakly-Supervised Semantic Segmentation of Large-Scale 3D Point Clouds Qingyong Hu Bo Yang Guangchi Fang Yulan Guo A. Leonardis Niki Trigoni Andrew Markham 3DPC 39 118 0 11 Apr 2021
Field Convolutions for Surface CNNs Thomas W. Mitchel Vladimir G. Kim Michael Kazhdan 21 19 0 08 Apr 2021