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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
Spherical Message Passing for 3D Graph Networks Yi Liu Limei Wang Meng Liu Xuan Zhang Bora Oztekin Shuiwang Ji GNN 86 207 0 09 Feb 2021
Mimetic Neural Networks: A unified framework for Protein Design and Folding Moshe Eliasof Tue Boesen E. Haber C. Keasar Eran Treister AI4CE 71 12 0 07 Feb 2021
GaitSet: Cross-view Gait Recognition through Utilizing Gait as a Deep Set Hanqing Chao Kun Wang Yiwei He Junping Zhang Jianfeng Feng CVBM 79 166 0 05 Feb 2021
Regularization Strategy for Point Cloud via Rigidly Mixed Sample Dogyoon Lee Jaeha Lee Junhyeop Lee Hyeongmin Lee Minhyeok Lee Sungmin Woo Sangyoun Lee 3DPC 207 76 0 03 Feb 2021
Adjoint Rigid Transform Network: Task-conditioned Alignment of 3D Shapes Keyang Zhou Bharat Lal Bhatnagar Bernt Schiele Gerard Pons-Moll 3DPC 67 5 0 01 Feb 2021
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection Shaoshuai Shi Li Jiang Jiajun Deng Zhe Wang Chaoxu Guo Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 239 427 0 31 Jan 2021
PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation Sindhu B. Hegde Shankar Gangisetty 3DPC 53 28 0 28 Jan 2021
$Automatic design of novel potential 3CL$^{\text{pro}}$ and PL$^{\text{pro}}$ inhibitors$ Automatic design of novel potential 3CL $^{\text{pro}}$ and PL $^{\text{pro}}$ inhibitors Timothy James Atkinson Saeed Saremi Faustino J. Gomez Jonathan Masci AI4CE 43 0 0 28 Jan 2021
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks J. Pata Javier Mauricio Duarte J. Vlimant M. Pierini M. Spiropulu 193 76 0 21 Jan 2021
The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions Xingyi Li Wenxuan Wu Xiaoli Z. Fern Li Fuxin 3DPC 51 4 0 19 Jan 2021
Hybrid Trilinear and Bilinear Programming for Aligning Partially Overlapping Point Sets Wei Lian W. Zuo 69 2 0 19 Jan 2021
Using Shape to Categorize: Low-Shot Learning with an Explicit Shape Bias Stefan Stojanov Anh Thai James M. Rehg 3DPC 71 45 0 18 Jan 2021
Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach Xian Shi Xun Xu Ke Chen Lile Cai Chuan-Sheng Foo Kui Jia 3DPC 75 32 0 18 Jan 2021
PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D K. Cherenkova Djamila Aouada Gleb Gusev 3DPC 88 16 0 12 Jan 2021
Predicting Patient Outcomes with Graph Representation Learning Emma Rocheteau Catherine Tong Petar Velickovic Nicholas D. Lane Pietro Lio 103 49 0 11 Jan 2021
Spherical Transformer: Adapting Spherical Signal to CNNs Haikuan Du H. Cao Junchi Yan Shen Cai ViT 65 4 0 11 Jan 2021
MAAS: Multi-modal Assignation for Active Speaker Detection Juan Carlos León Alcázar Fabian Caba Heilbron Ali K. Thabet Guohao Li 130 52 0 11 Jan 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 222 272 0 07 Jan 2021
Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition Le Hui Mingmei Cheng Jin Xie Jian Yang 3DPC 308 72 0 07 Jan 2021
PointCutMix: Regularization Strategy for Point Cloud Classification Jinlai Zhang Lvjie Chen Bojun Ouyang Binbin Liu Jihong Zhu Yujing Chen Yanmei Meng Danfeng Wu 3DPC 109 115 0 05 Jan 2021
Progressive Correspondence Pruning by Consensus Learning Chen Zhao Yixiao Ge Feng Zhu Rui Zhao Hongsheng Li Mathieu Salzmann 83 70 0 03 Jan 2021
Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks Junming Zhang Ming-Yuan Yu Ram Vasudevan Matthew Johnson-Roberson 3DPC 92 24 0 02 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 190 117 0 02 Jan 2021
Binary Graph Neural Networks Mehdi Bahri Gaétan Bahl Stefanos Zafeiriou GNN AI4CE 78 54 0 31 Dec 2020
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Yiming Zeng Y. Qian Zhiyu Zhu Junhui Hou Hui Yuan Ying He 3DPC 181 68 0 31 Dec 2020
SALA: Soft Assignment Local Aggregation for Parameter Efficient 3D Semantic Segmentation Hani Itani Silvio Giancola Ali K. Thabet Guohao Li 3DPC 39 1 0 29 Dec 2020
AttrE2vec: Unsupervised Attributed Edge Representation Learning Piotr Bielak Tomasz Kajdanowicz Nitesh Chawla SSL 66 13 0 29 Dec 2020
FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-picking Yajun Xu S. Arai Diyi Liu Fang-Erh Lin K. Kosuge 3DPC 73 36 0 29 Dec 2020
TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation Lingming Zhang Yue Zhao Deyu Meng Zhiming Cui Chenqiang Gao Xinbo Gao C. Lian Dinggang Shen 3DPC MedIm 100 32 0 26 Dec 2020
GraNet: Global Relation-aware Attentional Network for ALS Point Cloud Classification Rong Huang Yusheng Xu Uwe Stilla 3DPC 36 3 0 24 Dec 2020
Hausdorff Point Convolution with Geometric Priors Pengdi Huang Liqiang Lin Fuyou Xue Kai Xu Danny Cohen-Or Hui Huang 3DPC 70 3 0 24 Dec 2020
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods Kaya Turgut H. Dutagaci G. Galopin David Rousseau 3DPC 3DV 102 47 0 21 Dec 2020
Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud Mutian Xu Junhao Zhang Zhipeng Zhou Mingye Xu Xiaojuan Qi Yu Qiao 3DPC 182 138 0 20 Dec 2020
Anchor-Based Spatio-Temporal Attention 3D Convolutional Networks for Dynamic 3D Point Cloud Sequences Guangming Wang Muyao Chen Hanwen Liu Yehui Yang Yanfeng Guo Hesheng Wang 3DPC 72 26 0 20 Dec 2020
PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection Yanan Zhang Di Huang Yunhong Wang 3DPC 77 93 0 18 Dec 2020
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation An Tao Yueqi Duan Yi Wei Jiwen Lu Jie Zhou 3DPC 108 53 0 18 Dec 2020
Classification of Single-View Object Point Clouds Zelin Xu Ke Chen Kangjun Liu Changxing Ding Yaowei Wang Kui Jia 3DPC 48 8 0 18 Dec 2020
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 239 1,650 0 17 Dec 2020
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling Kangcheng Liu Zhi Gao F. Lin Ben M. Chen 3DPC 83 57 0 17 Dec 2020
Temporal LiDAR Frame Prediction for Autonomous Driving David Deng A. Zakhor 3DPC 61 14 0 17 Dec 2020
Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation Mehdi Bahri Eimear O' Sullivan Shunwang Gong Feng Liu Xiaoming Liu M. Bronstein Stefanos Zafeiriou CVBM 3DH 94 17 0 16 Dec 2020
Point Transformer Hengshuang Zhao Li Jiang Jiaya Jia Philip Torr V. Koltun 3DPC ViT 35 14 0 16 Dec 2020
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting Jiahua Dong Yang Cong Gan Sun Bingtao Ma Lichen Wang 3DPC CLL 95 32 0 16 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 170 127 0 16 Dec 2020
Jet tagging in the Lund plane with graph networks F. Dreyer H. Qu 117 75 0 15 Dec 2020
Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective Xuanmeng Zhang Minyue Jiang Zhedong Zheng Xiaoping Tan Errui Ding Yi Yang GNN 80 45 0 14 Dec 2020
Learning Category-level Shape Saliency via Deep Implicit Surface Networks Chaozheng Wu Lin Sun Xun Xu Kui Jia 3DPC 35 0 0 14 Dec 2020
Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction Jiafa He Changzai Pan Can Yang Ming Zhang Yang Wang Xiaowei Zhou Yizhou Yu 3DPC 47 26 0 14 Dec 2020
D $^2$ IM-Net: Learning Detail Disentangled Implicit Fields from Single Images Manyi Li Hao Zhang 3DV 99 45 0 11 Dec 2020
On Learning the Right Attention Point for Feature Enhancement Liqiang Lin Pengdi Huang FU Chi-Wing XU Kai Hao Zhang Hui Huang 3DPC 72 8 0 11 Dec 2020