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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"

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Title
Language-Level Semantics Conditioned 3D Point Cloud Segmentation Bo Liu Shuang Deng Qiulei Dong Zhanyi Hu 3DPC 123 8 0 01 Jul 2021
Graph Signal Restoration Using Nested Deep Algorithm Unrolling Masatoshi Nagahama Koki Yamada Yuichi Tanaka Stanley H. Chan Yonina C. Eldar 62 20 0 30 Jun 2021
Dense Graph Convolutional Neural Networks on 3D Meshes for 3D Object Segmentation and Classification Wenming Tang 3DH AI4CE 34 20 0 30 Jun 2021
Learning without Forgetting for 3D Point Cloud Objects T. Chowdhury Mahira Jalisha A. Cheraghian Shafin Rahman 3DPC 78 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 97 59 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 108 69 0 25 Jun 2021
Physics perception in sloshing scenes with guaranteed thermodynamic consistency B. Moya Alberto Badías D. González Francisco Chinesta Elías Cueto 76 14 0 24 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 76 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 98 76 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 108 3 0 21 Jun 2021
3D Object Detection for Autonomous Driving: A Survey Rui Qian Xin Lai Xirong Li 3DPC 113 337 0 21 Jun 2021
IFCNet: A Benchmark Dataset for IFC Entity Classification Christoph Emunds Nicolas Pauen V. Richter J. Frisch C. Treeck 31 16 0 17 Jun 2021
NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go Marvin Eisenberger David Novotny Gael Kerchenbaum Patrick Labatut Natalia Neverova Zorah Lähner Andrea Vedaldi 3DH 3DPC 140 70 0 17 Jun 2021
Learning Robot Exploration Strategy with 4D Point-Clouds-like Information as Observations Zhaoting Li Tingguang Li Jiankun Wang Max Meng 3DPC 48 2 0 17 Jun 2021
EdgeConv with Attention Module for Monocular Depth Estimation Minhyeok Lee Sangwon Hwang Chaewon Park Sangyoun Lee MDE 3DPC 60 18 0 16 Jun 2021
Training Graph Neural Networks with 1000 Layers Guohao Li Matthias Muller Guohao Li V. Koltun GNN AI4CE 103 243 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 88 137 0 11 Jun 2021
GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings Matthias Fey J. E. Lenssen F. Weichert J. Leskovec GNN 58 134 0 10 Jun 2021
Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline Ankit Goyal Hei Law Bowei Liu Alejandro Newell Jia Deng 3DPC 101 232 0 09 Jun 2021
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models Chenfeng Xu Shijia Yang Tomer Galanti Bichen Wu Xiangyu Yue Bohan Zhai Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 62 55 0 08 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 67 68 0 07 Jun 2021
FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration Hao Xu Nianjin Ye Guanghui Liu B. Zeng Shuaicheng Liu 3DPC 60 60 0 07 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 77 236 0 07 Jun 2021
Unsupervised Learning for Cuboid Shape Abstraction via Joint Segmentation from Point Clouds Kaizhi Yang Xuejin Chen 3DPC 83 59 0 07 Jun 2021
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction Janis Postels Mengya Liu Riccardo Spezialetti Luc Van Gool Federico Tombari AI4CE 3DPC 77 22 0 06 Jun 2021
A Survey on Deep Domain Adaptation for LiDAR Perception Larissa T. Triess M. Dreissig Christoph B. Rist J. Marius Zöllner 104 68 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 61 125 0 04 Jun 2021
Materials Representation and Transfer Learning for Multi-Property Prediction Shufeng Kong D. Guevarra Carla P. Gomes J. Gregoire AI4CE 48 44 0 04 Jun 2021
Partial Graph Reasoning for Neural Network Regularization Tiange Xiang Chaoyi Zhang Yang Song Siqi Liu Hongliang Yuan Weidong (Tom) Cai OOD 33 2 0 03 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 108 40 0 01 Jun 2021
VA-GCN: A Vector Attention Graph Convolution Network for learning on Point Clouds Haotian Hu Fanyi Wang Huixiao Le 3DPC 33 2 0 01 Jun 2021
SN-Graph: a Minimalist 3D Object Representation for Classification Siyu Zhang H. Cao Yuqi Liu Shen Cai Yanting Zhang Yuanzhan Li Xiaoyu Chi 3DH 3DPC 46 5 0 31 May 2021
Local Latent Representation based on Geometric Convolution for Particle Data Feature Exploration Haoyu Li Han-Wei Shen 3DPC 59 3 0 27 May 2021
3D Segmentation Learning from Sparse Annotations and Hierarchical Descriptors Peng Yin Lingyun Xu Jianmin Ji Sebastian Scherer Howie Choset 57 3 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 42 49 0 26 May 2021
AutoMate: A Dataset and Learning Approach for Automatic Mating of CAD Assemblies Benjamin T. Jones Dalton Hildreth Duowen Chen Ilya Baran Vladimir G. Kim Adriana Schulz 93 44 0 25 May 2021
TransLoc3D : Point Cloud based Large-scale Place Recognition using Adaptive Receptive Fields Tianhan Xu Yuanchen Guo Zhiqiang Li Ge Yu Yu-kun Lai Song-Hai Zhang 3DPC 85 53 0 25 May 2021
Revisiting 2D Convolutional Neural Networks for Graph-based Applications Yecheng Lyu Xinming Huang Ziming Zhang GNN 72 4 0 23 May 2021
HPNet: Deep Primitive Segmentation Using Hybrid Representations Siming Yan Zhenpei Yang Chongyang Ma Haibin Huang E. Vouga Qi-Xing Huang 3DV 3DPC 112 44 0 22 May 2021
Efficient and Robust LiDAR-Based End-to-End Navigation Zhijian Liu Alexander Amini Sibo Zhu S. Karaman Song Han Daniela Rus 251 48 0 20 May 2021
Local Aggressive Adversarial Attacks on 3D Point Cloud Yiming Sun F. Chen Zhiyu Chen Mingjie Wang 3DPC AAML 61 16 0 19 May 2021
Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding Hsien-Yu Meng Zhenyu Tang Tianyi Zhou 3DPC 60 3 0 17 May 2021
Multi-task Graph Convolutional Neural Network for Calcification Morphology and Distribution Analysis in Mammograms Hao Du Melissa Min-Szu Yao Liangyu Chen Wing P. Chan Mengling Feng MedIm 40 1 0 14 May 2021
3D Spatial Recognition without Spatially Labeled 3D Zhongzheng Ren Ishan Misra Alex Schwing Rohit Girdhar 3DPC 76 58 0 13 May 2021
Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds Guiyu Tian Wenhao Jiang Wei Liu Yadong Mu 3DPC AAML 63 14 0 11 May 2021
Accelerating Large Scale Real-Time GNN Inference using Channel Pruning Hongkuan Zhou Ajitesh Srivastava Hanqing Zeng Rajgopal Kannan Viktor Prasanna GNN 61 68 0 10 May 2021
Deep Weighted Consensus: Dense correspondence confidence maps for 3D shape registration Dvir Ginzburg D. Raviv 3DPC 37 7 0 06 May 2021
Direct Prediction of Steady-State Flow Fields in Meshed Domain with Graph Networks Lukas Harsch S. Riedelbauch AI4CE 83 13 0 06 May 2021
Point Cloud Audio Processing Krishna Subramani Paris Smaragdis 3DPC 47 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 77 504 0 05 May 2021