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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
LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud-based Deep Networks Hang Zhou Dongdong Chen Jing Liao Weiming Zhang Kejiang Chen Xiaoyi Dong Kunlin Liu G. Hua Nenghai Yu 3DPC 124 103 0 01 Nov 2020
Correspondence Matrices are Underrated T. Zodage Rahul Chakwate Vinit Sarode Rangaprasad Arun Srivatsan Howie Choset 52 10 0 30 Oct 2020
Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough Mao Ye Lemeng Wu Qiang Liu 67 17 0 29 Oct 2020
Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing Jiawei Shao Haowei Zhang Yuyi Mao Jun Zhang 3DPC 77 41 0 27 Oct 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 104 332 0 26 Oct 2020
Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals Tongzhou Mu Jiayuan Gu Zhiwei Jia Hao Tang Hao Su 77 13 0 26 Oct 2020
Primal-Dual Mesh Convolutional Neural Networks Francesco Milano Antonio Loquercio Antoni Rosinol Davide Scaramuzza Luca Carlone 3DPC AI4CE 103 93 0 23 Oct 2020
3D Meta-Registration: Learning to Learn Registration of 3D Point Clouds Lingjing Wang Yuting Hao Xiang Li Yi Fang 3DPC 51 1 0 22 Oct 2020
Learning Occupancy Function from Point Clouds for Surface Reconstruction Menglin Jia M. Kyan 3DPC 68 18 0 22 Oct 2020
3D Meta Point Signature: Learning to Learn 3D Point Signature for 3D Dense Shape Correspondence Hao Huang Lingjing Wang Xiang Li Yi Fang 3DPC 81 0 0 21 Oct 2020
UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks W. Tan Dedong Zhang Lingfei Ma Ying Li Lanying Wang Jonathan Li 3DPC 80 4 0 21 Oct 2020
GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection Kuang-Yu Jeng Yueh-Cheng Liu Zhe-Yu Liu Jen-Wei Wang Ya-Liang Chang Hung-Ting Su Winston H. Hsu 3DPC 79 21 0 21 Oct 2020
Learning to Reconstruct and Segment 3D Objects Bo Yang 3DPC 60 1 0 19 Oct 2020
MaskNet: A Fully-Convolutional Network to Estimate Inlier Points Vinit Sarode Animesh Dhagat Rangaprasad Arun Srivatsan N. Zevallos Simon Lucey Howie Choset 3DPC 88 29 0 19 Oct 2020
Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration Mahdi Saleh Shervin Dehghani Benjamin Busam Nassir Navab Federico Tombari 3DPC 83 14 0 18 Oct 2020
Cascaded Refinement Network for Point Cloud Completion with Self-supervision Xiaogang Wang M. Ang G. Lee 3DPC 111 33 0 17 Oct 2020
Generalizable Machine Learning in Neuroscience using Graph Neural Networks Paul Yung-Pou Wang Sandalika Sapra V. George Gabriel A. Silva GNN AI4CE 39 14 0 16 Oct 2020
A Point-Cloud Deep Learning Framework for Prediction of Fluid Flow Fields on Irregular Geometries Ali Kashefi Davis Rempe Leonidas Guibas 3DPC AI4CE 81 205 0 15 Oct 2020
PointManifold: Using Manifold Learning for Point Cloud Classification Dinghao Yang Wei Gao 3DPC 41 4 0 14 Oct 2020
Hierarchical Attention Learning of Scene Flow in 3D Point Clouds Guangming Wang Xin Wu Yanfeng Guo Hesheng Wang 3DPC 63 72 0 12 Oct 2020
A Progressive Conditional Generative Adversarial Network for Generating Dense and Colored 3D Point Clouds Mohammad Arshad William J. Beksi 3DPC 63 22 0 12 Oct 2020
IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration Ziyi Wu Yueqi Duan He Wang Qingnan Fan Leonidas Guibas 3DPC 89 61 0 11 Oct 2020
Representing Point Clouds with Generative Conditional Invertible Flow Networks Michal Stypulkowski Kacper Kania M. Zamorski Maciej Ziȩba Tomasz Trzciñski J. Chorowski 3DPC 92 4 0 07 Oct 2020
Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud Seohyun Kim Jaeyoo Park Bohyung Han 3DPC 99 75 0 07 Oct 2020
On the Universality of Rotation Equivariant Point Cloud Networks Nadav Dym Haggai Maron 3DPC 123 84 0 06 Oct 2020
End-to-End Differentiable Molecular Mechanics Force Field Construction Yuanqing Wang Josh Fass Benjamin Kaminow John E. Herr Dominic Rufa Ivy Zhang Iván Pulido Mike Henry J. Chodera 96 25 0 02 Oct 2020
Unsupervised Point Cloud Pre-Training via Occlusion Completion Hanchen Wang Qi Liu Xiangyu Yue Joan Lasenby Matt J. Kusner 3DPC 128 255 0 02 Oct 2020
Deep-3DAligner: Unsupervised 3D Point Set Registration Network With Optimizable Latent Vector Lingjing Wang Xiang Li Yi Fang 3DPC 46 3 0 29 Sep 2020
Self-Supervised Few-Shot Learning on Point Clouds Charu Sharma Manohar Kaul SSL 3DPC 83 98 0 29 Sep 2020
Multi-scale Receptive Fields Graph Attention Network for Point Cloud Classification Xi-An Li Lei Zhang Li-Yan Wang Jian Lu 3DPC 36 7 0 28 Sep 2020
2D-3D Geometric Fusion Network using Multi-Neighbourhood Graph Convolution for RGB-D Indoor Scene Classification Albert Mosella-Montoro Javier Ruiz-Hidalgo 3DPC MDE 143 25 0 23 Sep 2020
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation Liuyue Xie T. Furuhata K. Shimada 3DPC 21 7 0 18 Sep 2020
Deep Learning for 3D Point Cloud Understanding: A Survey Haoming Lu Humphrey Shi 3DPC 87 32 0 18 Sep 2020
Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection S. Thakur Jiju Peethambaran 3DPC 3DH 53 8 0 17 Sep 2020
A Robust and Reliable Point Cloud Recognition Network Under Rigid Transformation Dongrui Liu Chuanchuan Chen Changqing Xu Qi Cai Lei Chu F. Wen Robert C. Qiu 3DPC 33 15 0 15 Sep 2020
3DPVNet: Patch-level 3D Hough Voting Network for 6D Pose Estimation Yuanpeng Liu Jun Zhou Yuqi Zhang Chao Ding Jun Wang 3DPC 38 2 0 15 Sep 2020
Semantic Segmentation of Surface from Lidar Point Cloud Aritra Mukherjee Sourya Dipta Das Jasorsi Ghosh A. Chowdhury S. Saha 3DPC 45 2 0 13 Sep 2020
GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation Siyue Xie Yiming Li D. Tam Xiaxin Liu Qiufang Ying Wing Cheong Lau D. Chiu Shou Zhi Chen 57 1 0 11 Sep 2020
CAD-PU: A Curvature-Adaptive Deep Learning Solution for Point Set Upsampling Jiehong Lin Xian Shi Yuan Gao Ke Chen Kui Jia 3DPC 38 4 0 10 Sep 2020
RoIFusion: 3D Object Detection from LiDAR and Vision Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 67 51 0 09 Sep 2020
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation Sicheng Zhao Yezhen Wang Yue Liu Bichen Wu Yang Gao Pengfei Xu Trevor Darrell Kurt Keutzer 3DPC 113 94 0 07 Sep 2020
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges Qingyong Hu Bo Yang Sheikh Khalid W. Xiao A. Trigoni Andrew Markham 3DPC 72 166 0 07 Sep 2020
DV-ConvNet: Fully Convolutional Deep Learning on Point Clouds with Dynamic Voxelization and 3D Group Convolution Zhaoyu Su P. S. Tan J. Chow Jimmy Wu Yehur Cheong Yu-Hsing Wang 3DPC 38 2 0 07 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 77 10 0 03 Sep 2020
Spatial Transformer Point Convolution Yuan Fang Chunyan Xu Zhen Cui Yuan Zong Jian Yang 3DPC 62 6 0 03 Sep 2020
Robust Object Classification Approach using Spherical Harmonics Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 64 7 0 02 Sep 2020
Unsupervised Feedforward Feature (UFF) Learning for Point Cloud Classification and Segmentation Min Zhang Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 75 20 0 02 Sep 2020
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 111 55 0 27 Aug 2020
Semantic Graph Based Place Recognition for 3D Point Clouds Xin Kong Xuemeng Yang Guangyao Zhai Xiangrui Zhao Xianfang Zeng Mengmeng Wang Yong Liu Wanlong Li Feng Wen 3DPC 84 122 0 26 Aug 2020
Adaptive Context-Aware Multi-Modal Network for Depth Completion Shanshan Zhao Biwei Huang Huan Fu Dacheng Tao 90 157 0 25 Aug 2020