Unsupervised Deep Learning for Structured Shape Matching

Unsupervised Deep Learning for Structured Shape Matching

10 December 2018

Jean-Michel Roufosse

Abhishek Sharma

Papers citing "Unsupervised Deep Learning for Structured Shape Matching"

16 / 16 papers shown

Title
Denoising Functional Maps: Diffusion Models for Shape Correspondence Aleksei Zhuravlev Zorah Lähner Vladislav Golyanik DiffM 105 1 0 03 Mar 2025
Forecasting Sequential Data using Consistent Koopman Autoencoders Omri Azencot N. Benjamin Erichson Vanessa Lin Michael W. Mahoney AI4TS AI4CE 109 149 0 04 Mar 2020
Self-supervised Learning of Dense Shape Correspondence Oshri Halimi Or Litany Emanuele Rodolà A. Bronstein Ron Kimmel 3DPC 39 23 0 06 Dec 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution A. Poulenard M. Ovsjanikov 3DH 41 90 0 01 Oct 2018
Continuous and Orientation-preserving Correspondences via Functional Maps Jing Ren A. Poulenard Peter Wonka M. Ovsjanikov 29 165 0 12 Jun 2018
Efficient Deformable Shape Correspondence via Kernel Matching Zorah Lähner Matthias Vestner A. Boyarski Or Litany Ron Slossberg ... Emanuele Rodolà A. Bronstein M. Bronstein Ron Kimmel Daniel Cremers 3DPC 31 120 0 25 Jul 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
Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space Matthias Vestner R. Litman Emanuele Rodolà A. Bronstein Daniel Cremers 62 130 0 03 Jan 2017
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 368 1,817 0 25 Nov 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 259 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
Point-wise Map Recovery and Refinement from Functional Correspondence Emanuele Rodolà Michael Möller Daniel Cremers 34 74 0 18 Jun 2015
Functional correspondence by matrix completion Artiom Kovnatsky M. Bronstein Xavier Bresson P. Vandergheynst 38 90 0 27 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 970 149,474 0 22 Dec 2014
Coupled quasi-harmonic bases Artiom Kovnatsky M. Bronstein A. Bronstein K. Glashoff Ron Kimmel 88 200 0 28 Sep 2012