HodgeNet: Learning Spectral Geometry on Triangle Meshes

26 April 2021

Papers citing "HodgeNet: Learning Spectral Geometry on Triangle Meshes"

44 / 44 papers shown

Title
Learning Deformable Tetrahedral Meshes for 3D Reconstruction Jun Gao Wenzheng Chen Tommy Xiang Clement Fuji-Tsang Alec Jacobson M. McGuire Sanja Fidler 84 107 0 03 Nov 2020
Primal-Dual Mesh Convolutional Neural Networks Francesco Milano Antonio Loquercio Antoni Rosinol Davide Scaramuzza Luca Carlone 3DPC AI4CE 72 92 0 23 Oct 2020
Weakly Supervised Deep Functional Map for Shape Matching Abhishek Sharma M. Ovsjanikov 3DPC OOD 41 12 0 28 Sep 2020
MedMeshCNN -- Enabling MeshCNN for Medical Surface Models L. Schneider Annika Niemann O. Beuing B. Preim S. Saalfeld 46 24 0 10 Sep 2020
Deep Geometric Texture Synthesis Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or GAN 3DV 85 72 0 30 Jun 2020
DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling Moshe Eliasof Eran Treister 31 25 0 07 Jun 2020
CNNs on Surfaces using Rotation-Equivariant Features R. Wiersma E. Eisemann Klaus Hildebrandt 109 69 0 02 Jun 2020
Neural Subdivision Hsueh-Ti Derek Liu Vladimir G. Kim Siddhartha Chaudhuri Noam Aigerman Alec Jacobson AI4CE 3DV 34 83 0 04 May 2020
PointTriNet: Learned Triangulation of 3D Point Sets Nicholas Sharp M. Ovsjanikov 3DPC 60 46 0 19 Apr 2020
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes Jonas Schult Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC 3DV 41 84 0 02 Apr 2020
Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence Nicolas Donati Abhishek Sharma M. Ovsjanikov AAML 3DPC 87 155 0 31 Mar 2020
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs P. D. Haan Maurice Weiler Taco S. Cohen Max Welling 134 130 0 11 Mar 2020
Surface Networks via General Covers Niv Haim Nimrod Segol Heli Ben-Hamu Haggai Maron Y. Lipman 3DPC 41 50 0 27 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 50 21 0 03 Dec 2018
TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes Jingwei Huang Haotian Zhang L. Yi Thomas Funkhouser Matthias Nießner Leonidas Guibas 3DPC 3DV 47 117 0 30 Nov 2018
Isospectralization, or how to hear shape, style, and correspondence Luca Cosmo M. Panine Arianna Rampini M. Ovsjanikov M. Bronstein Emanuele Rodolà 38 49 0 28 Nov 2018
MeshNet: Mesh Neural Network for 3D Shape Representation Yutong Feng Yifan Feng Haoxuan You Xibin Zhao Yue Gao 3DV 3DH 49 303 0 28 Nov 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution A. Poulenard M. Ovsjanikov 3DH 41 90 0 01 Oct 2018
A Simple Approach to Intrinsic Correspondence Learning on Unstructured 3D Meshes I. Lim A.C.A. Dielen M. Campen Leif Kobbelt 59 95 0 18 Sep 2018
MeshCNN: A Network with an Edge Rana Hanocka Amir Hertz N. Fish Raja Giryes S. Fleishman Daniel Cohen-Or 49 275 0 16 Sep 2018
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames Yuqi Yang Shilin Liu Hao Pan Yang Liu Xin Tong 3DPC 3DV 35 17 0 15 Aug 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 66 543 0 06 Jul 2018
The Vector Heat Method Nicholas Sharp Yousuf Soliman Keenan Crane 20 88 0 23 May 2018
Parallel Transport Convolution: A New Tool for Convolutional Neural Networks on Manifolds Stefan C. Schonsheck Bin Dong Rongjie Lai 37 22 0 21 May 2018
SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels Matthias Fey J. E. Lenssen F. Weichert H. Müller 3DPC 123 440 0 24 Nov 2017
Sparse Approximation of 3D Meshes using the Spectral Geometry of the Hamiltonian Operator Yoni Choukroun Gautam Pai Ron Kimmel 45 9 0 07 Jul 2017
Surface Networks Ilya Kostrikov Zhongshi Jiang Daniele Panozzo Denis Zorin Joan Bruna 57 100 0 30 May 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 147 658 0 22 May 2017
Deep Functional Maps: Structured Prediction for Dense Shape Correspondence Or Litany Tal Remez Emanuele Rodolà A. Bronstein M. Bronstein 3DPC 110 284 0 27 Apr 2017
3D Shape Segmentation via Shape Fully Convolutional Networks Pengyu Wang Y. Gan Panpan Shui Fenggen Yu Yan Zhang Song-Le Chen Zhengxing Sun 3DPC 44 86 0 28 Feb 2017
3D Shape Segmentation with Projective Convolutional Networks E. Kalogerakis Melinos Averkiou Subhransu Maji S. Chaudhuri 3DV 3DPC 73 362 0 08 Dec 2016
SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation L. Yi Hao Su Xingwen Guo Leonidas Guibas GNN 3DPC 122 467 0 02 Dec 2016
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 370 1,817 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 565 3,264 0 24 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 492 28,901 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 261 7,622 0 30 Jun 2016
Learning shape correspondence with anisotropic convolutional neural networks Davide Boscaini Jonathan Masci Emanuele Rodolà M. Bronstein 3DPC 123 506 0 20 May 2016
Dense Human Body Correspondences Using Convolutional Networks Lingyu Wei Qi-Xing Huang Duygu Ceylan E. Vouga Hao Li 3DH 98 206 0 18 Nov 2015
Diffusion-Convolutional Neural Networks James Atwood Don Towsley GNN DiffM 160 1,248 0 06 Nov 2015
Deep Convolutional Networks on Graph-Structured Data Mikael Henaff Joan Bruna Yann LeCun GNN 137 1,585 0 16 Jun 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 124 3,210 0 05 May 2015
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 149 4,856 0 21 Dec 2013
Vector Diffusion Maps and the Connection Laplacian A. Singer Hau-Tieng Wu 55 307 0 01 Feb 2011
Affine-invariant diffusion geometry for the analysis of deformable 3D shapes D. Raviv M. Bronstein A. Bronstein Ron Kimmel N. Sochen 64 40 0 29 Dec 2010