Efficient Long-Range Convolutions for Point Clouds

11 October 2020

Yifan Peng

Lin Lin

Lexing Ying

Leonardo Zepeda-Núnez

3DPC

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Papers citing "Efficient Long-Range Convolutions for Point Clouds"

28 / 28 papers shown

Title
Multi-scale approach for the prediction of atomic scale properties Andrea Grisafi Jigyasa Nigam Michele Ceriotti 21 31 0 27 Aug 2020
Multipole Graph Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 228 395 0 16 Jun 2020
Deep Density: circumventing the Kohn-Sham equations via symmetry preserving neural networks Leonardo Zepeda-Núnez Yixiao Chen Jiefu Zhang Weile Jia Linfeng Zhang Lin Lin 58 33 0 27 Nov 2019
Solving Optical Tomography with Deep Learning Yuwei Fan Lexing Ying 54 17 0 10 Oct 2019
Ab-Initio Solution of the Many-Electron Schrödinger Equation with Deep Neural Networks David Pfau J. Spencer A. G. Matthews W. Foulkes 93 466 0 05 Sep 2019
Solving Electrical Impedance Tomography with Deep Learning Yuwei Fan Lexing Ying 79 103 0 06 Jun 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 115 896 0 16 Apr 2019
SwitchNet: a neural network model for forward and inverse scattering problems Y. Khoo Lexing Ying 194 134 0 23 Oct 2018
PPF-FoldNet: Unsupervised Learning of Rotation Invariant 3D Local Descriptors Haowen Deng Tolga Birdal Slobodan Ilic 3DPC 97 391 0 30 Aug 2018
Multiresolution Tree Networks for 3D Point Cloud Processing Matheus Gadelha Rui Wang Subhransu Maji 3DV 3DPC 73 255 0 10 Jul 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 224 774 0 30 Mar 2018
SPLATNet: Sparse Lattice Networks for Point Cloud Processing Hang Su Varun Jampani Deqing Sun Subhransu Maji E. Kalogerakis Ming-Hsuan Yang Jan Kautz 3DPC 75 750 0 22 Feb 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 260 2,454 0 23 Jan 2018
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues Wei Zeng Theo Gevers 3DPC 3DV 63 72 0 30 Nov 2017
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection Yin Zhou Oncel Tuzel 3DPC 123 3,731 0 17 Nov 2017
Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics Linfeng Zhang Jiequn Han Han Wang R. Car E. Weinan 72 1,158 0 30 Jul 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 366 11,164 0 07 Jun 2017
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models Roman Klokov Victor Lempitsky 3DV 76 984 0 04 Apr 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 438 2,483 0 10 Mar 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 500 14,384 0 02 Dec 2016
Multi-View 3D Object Detection Network for Autonomous Driving Xiaozhi Chen Huimin Ma Ji Wan Bo Li Tian Xia 3DPC 218 2,782 0 23 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 235 1,481 0 15 Nov 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 371 7,680 0 30 Jun 2016
Wavelet Scattering Regression of Quantum Chemical Energies M. Hirn S. Mallat N. Poilvert 61 95 0 16 May 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,520 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 240 4,884 0 21 Dec 2013
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning M. Rupp A. Tkatchenko K. Müller O. A. von Lilienfeld AI4CE 203 1,592 0 12 Sep 2011