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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
Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation C. Jiang Dequan Wang Jingwei Huang P. Marcus Matthias Nießner 3DPC 66 16 0 07 Jan 2019
Spherical CNNs on Unstructured Grids Chiyu “Max” Jingwei Huang K. Kashinath Lawrence Berkeley Nat’l Lab P. Marcus Matthias Niessner 112 184 0 07 Jan 2019
PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds Marie-Julie Rakotosaona Vittorio La Barbera Paul Guerrero Niloy J. Mitra M. Ovsjanikov 3DPC 107 304 0 04 Jan 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 846 8,633 0 03 Jan 2019
3D Point Capsule Networks Yongheng Zhao Tolga Birdal Haowen Deng Federico Tombari 3DPC 82 337 0 27 Dec 2018
Surface Networks via General Covers Niv Haim Nimrod Segol Heli Ben-Hamu Haggai Maron Y. Lipman 3DPC 99 50 0 27 Dec 2018
DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense Hang Zhou Kejiang Chen Weiming Zhang Han Fang Wenbo Zhou Nenghai Yu 3DPC 69 8 0 25 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.2K 5,596 0 20 Dec 2018
Momen(e)t: Flavor the Moments in Learning to Classify Shapes Mor Joseph-Rivlin Alon Zvirin Ron Kimmel 3DPC 98 67 0 18 Dec 2018
3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN G. Pan Jun Wang R. Ying Peilin Liu 3DPC 51 16 0 15 Dec 2018
ABC: A Big CAD Model Dataset For Geometric Deep Learning Sebastian Koch Albert Matveev Zhongshi Jiang Francis Williams Alexey Artemov Evgeny Burnaev M. Alexa Denis Zorin Daniele Panozzo 3DPC 3DV 98 465 0 15 Dec 2018
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding Kaichun Mo Shilin Zhu Angel X. Chang L. Yi Subarna Tripathi Leonidas Guibas Hao Su 3DPC 3DV 150 740 0 06 Dec 2018
Point-to-Pose Voting based Hand Pose Estimation using Residual Permutation Equivariant Layer Shile Li Dongheui Lee 3DPC 96 75 0 05 Dec 2018
Learning to Sample Oren Dovrat Itai Lang S. Avidan 3DPC 44 4 0 04 Dec 2018
ZerNet: Convolutional Neural Networks on Arbitrary Surfaces via Zernike Local Tangent Space Estimation Zhiyu Sun Ethan Rooke Jerome Charton Yusen He Jia Lu Stephen Seung-Yeob Baek 61 21 0 03 Dec 2018
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition Haoxuan You Yifan Feng Xibin Zhao C. Zou Rongrong Ji Yue Gao 3DPC 71 66 0 02 Dec 2018
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression Xiang Gao Wei Hu Jiaxiang Tang Jiaying Liu Zongming Guo 3DH GNN 86 23 0 29 Nov 2018
PointCloud Saliency Maps Tianhang Zheng Changyou Chen Junsong Yuan Bo Li K. Ren 3DPC 100 216 0 28 Nov 2018
Exploring Hypergraph Representation on Face Anti-spoofing Beyond 2D Attacks Wei Hu Gusi Te Ju He Dong Chen Zongming Guo CVBM 3DH 46 14 0 28 Nov 2018
Patch-based Progressive 3D Point Set Upsampling Yifan Wang Shihao Wu J. Herrmann Daniel Cohen-Or O. Sorkine-Hornung 3DPC 95 271 0 27 Nov 2018
Iterative Transformer Network for 3D Point Cloud Wentao Yuan David Held Christoph Mertz M. Hebert 3DPC 97 44 0 27 Nov 2018
Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution Yang You Yujing Lou Qi Liu Yu-Wing Tai Lizhuang Ma Cewu Lu Weiming Wang 3DPC 101 66 0 23 Nov 2018
Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN Shiyi Lan Ruichi Yu Gang Yu L. Davis 3DPC 65 141 0 19 Nov 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 198 1,577 0 17 Nov 2018
Hierarchical Bipartite Graph Convolution Networks Marcel Nassar GNN 33 18 0 17 Nov 2018
GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition Hanqing Chao Yiwei He Junping Zhang Jianfeng Feng CVBM 92 529 0 15 Nov 2018
VV-Net: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation Hsien-Yu Meng Lin Gao Yu-kun Lai Tianyi Zhou 3DPC DRL 68 227 0 11 Nov 2018
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network Xinhai Liu Mohamed Morchid Yu-Shen Liu Matthias Zwicker 3DPC 89 324 0 06 Nov 2018
3DCapsule: Extending the Capsule Architecture to Classify 3D Point Clouds Fei Yang C. Zheng 3DPC 57 41 0 06 Nov 2018
Learning Material-Aware Local Descriptors for 3D Shapes Hubert Lin Melinos Averkiou E. Kalogerakis Balazs Kovacs Siddhant Ranade Vladimir G. Kim S. Chaudhuri Kavita Bala 3DV 40 14 0 20 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 97 212 0 13 Oct 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 98 196 0 12 Oct 2018
A Summary of the 4th International Workshop on Recovering 6D Object Pose Tomás Hodan R. Kouskouridas Tae-Kyun Kim Federico Tombari Kostas Bekris ... C. Steger Frank Michel Caner Sahin Carsten Rother Jirí Matas 3DH 81 12 0 09 Oct 2018
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks Christopher Morris Martin Ritzert Matthias Fey William L. Hamilton J. E. Lenssen Gaurav Rattan Martin Grohe GNN 207 1,651 0 04 Oct 2018
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Jonas Schult Bastian Leibe 3DPC 146 109 0 02 Oct 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution A. Poulenard M. Ovsjanikov 3DH 60 91 0 01 Oct 2018
Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised Learning Yawei Luo T. Guan Junqing Yu Ping Liu Yi Yang SSL GNN 67 33 0 26 Sep 2018
Generating 3D Adversarial Point Clouds Chong Xiang C. Qi Yue Liu 3DPC 117 294 0 19 Sep 2018
Graph Neural Networks for IceCube Signal Classification Nicholas Choma Federico Monti Lisa Gerhardt T. Palczewski Z. Ronaghi P. Prabhat W. Bhimji M. Bronstein S. Klein Joan Bruna 120 76 0 17 Sep 2018
MeshCNN: A Network with an Edge Rana Hanocka Amir Hertz N. Fish Raja Giryes S. Fleishman Daniel Cohen-Or 85 279 0 16 Sep 2018
A Deeper Look at 3D Shape Classifiers Jong-Chyi Su Matheus Gadelha Rui Wang Subhransu Maji 3DPC 3DV 77 103 0 07 Sep 2018
PPF-FoldNet: Unsupervised Learning of Rotation Invariant 3D Local Descriptors Haowen Deng Tolga Birdal Slobodan Ilic 3DPC 111 392 0 30 Aug 2018
PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition Haoxuan You Yifan Feng Rongrong Ji Yue Gao 3DPC 109 171 0 23 Aug 2018
Occlusion Resistant Object Rotation Regression from Point Cloud Segments Ge Gao M. Lauri Jianwei Zhang Simone Frintrop 3DPC 91 24 0 16 Aug 2018
URSA: A Neural Network for Unordered Point Clouds Using Constellations M. Skouson Brett J. Borghetti Robert C. Leishman 3DPC 48 2 0 14 Aug 2018
PCN: Point Completion Network Wentao Yuan Tejas Khot David Held Christoph Mertz M. Hebert 3DPC 3DV 119 824 0 02 Aug 2018
Bike Flow Prediction with Multi-Graph Convolutional Networks Di Chai Leye Wang Qiang Yang GNN 60 267 0 28 Jul 2018
EC-Net: an Edge-aware Point set Consolidation Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 77 241 0 16 Jul 2018
High Fidelity Semantic Shape Completion for Point Clouds using Latent Optimization Swaminathan Gurumurthy Shubham Agrawal 3DPC 79 36 0 09 Jul 2018
PointSIFT: A SIFT-like Network Module for 3D Point Cloud Semantic Segmentation Mingyang Jiang Yiran Wu Tianqi Zhao Zelin Zhao Cewu Lu 3DPC 75 400 0 02 Jul 2018