Field Convolutions for Surface CNNs

8 April 2021

Papers citing "Field Convolutions for Surface CNNs"

13 / 13 papers shown

Title
Finsler-Laplace-Beltrami Operators with Application to Shape Analysis Simon Weber Thomas Dagès Maolin Gao Daniel Cremers AI4CE 24 6 0 05 Apr 2024
Single Mesh Diffusion Models with Field Latents for Texture Generation Thomas W. Mitchel Carlos Esteves A. Makadia DiffM AI4CE 35 8 0 14 Dec 2023
Neural Progressive Meshes Yun-Chun Chen Vladimir G. Kim Noam Aigerman Alec Jacobson 3DGS 14 5 0 10 Aug 2023
VariGrad: A Novel Feature Vector Architecture for Geometric Deep Learning on Unregistered Data Emmanuel Hartman E. Pierson 32 1 0 07 Jul 2023
Toward Mesh-Invariant 3D Generative Deep Learning with Geometric Measures T. Besnier Sylvain Arguillere E. Pierson Mohamed Daoudi 3DH 21 8 0 27 Jun 2023
SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence Lei Li Souhaib Attaiki M. Ovsjanikov 19 8 0 16 Sep 2022
Möbius Convolutions for Spherical CNNs Thomas W. Mitchel Noam Aigerman Vladimir G. Kim Michael Kazhdan 25 11 0 28 Jan 2022
DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds R. Wiersma Ahmad Nasikun E. Eisemann Klaus Hildebrandt 3DPC 19 16 0 16 Nov 2021
DiffusionNet: Discretization Agnostic Learning on Surfaces Nicholas Sharp Souhaib Attaiki Keenan Crane M. Ovsjanikov 3DH 19 197 0 01 Dec 2020
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs P. D. Haan Maurice Weiler Taco S. Cohen Max Welling 102 127 0 11 Mar 2020
3D-CODED : 3D Correspondences by Deep Deformation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DPC 3DV 129 325 0 13 Jun 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,109 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 251 1,811 0 25 Nov 2016