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Unsupervised Deep Learning for Structured Shape Matching

10 December 2018

Papers citing "Unsupervised Deep Learning for Structured Shape Matching"

40 / 40 papers shown

Title
NFR: Neural Feature-Guided Non-Rigid Shape Registration Puhua Jiang Zhangquan Chen Mingze Sun Ruqi Huang 3DPC 29 0 0 28 May 2025
Denoising Functional Maps: Diffusion Models for Shape Correspondence Aleksei Zhuravlev Zorah Lähner Vladislav Golyanik DiffM 171 1 0 03 Mar 2025
Hybrid Functional Maps for Crease-Aware Non-Isometric Shape Matching Lennart Bastian Yizheng Xie Nassir Navab Zorah Lähner 89 6 0 06 Dec 2023
Non-Rigid Shape Registration via Deep Functional Maps Prior Puhua Jiang Mingze Sun Ruqi Huang 98 11 0 08 Nov 2023
Unsupervised Representation Learning for Diverse Deformable Shape Collections Sara Hahner Souhaib Attaiki Jochen Garcke M. Ovsjanikov 66 1 0 27 Oct 2023
Leveraging Intrinsic Properties for Non-Rigid Garment Alignment Siyou Lin Boyao Zhou Zerong Zheng Hongwen Zhang Yebin Liu 69 7 0 18 Aug 2023
Toward Mesh-Invariant 3D Generative Deep Learning with Geometric Measures T. Besnier Sylvain Arguillere E. Pierson Mohamed Daoudi 3DH 77 9 0 27 Jun 2023
RoCNet: 3D Robust Registration of Point-Clouds using Deep Learning K. Slimani Brahim Tamadazte Catherine Achard 3DV 3DPC 67 4 0 14 Mar 2023
Learning Implicit Functions for Dense 3D Shape Correspondence of Generic Objects Feng Liu Xiaoming Liu 3DPC 3DV 69 4 0 29 Dec 2022
G-MSM: Unsupervised Multi-Shape Matching with Graph-based Affinity Priors Marvin Eisenberger Aysim Toker Laura Leal-Taixé Daniel Cremers 77 6 0 06 Dec 2022
Searching Dense Point Correspondences via Permutation Matrix Learning Zhiyuan Zhang Jiadai Sun Yuchao Dai Bin Fan Qi Liu 3DPC 67 2 0 26 Oct 2022
Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape Matching Lei Li Nicolas Donati M. Ovsjanikov 123 30 0 12 Oct 2022
SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence Lei Li Souhaib Attaiki M. Ovsjanikov 63 9 0 16 Sep 2022
Learning Canonical Embeddings for Unsupervised Shape Correspondence with Locally Linear Transformations Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 60 1 0 05 Sep 2022
Unsupervised Deep Multi-Shape Matching Dongliang Cao Florian Bernard 3DPC 3DV 99 34 0 20 Jul 2022
Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport Mahdi Saleh Shun-cheng Wu Luca Cosmo Nassir Navab Benjamin Busam F. Tombari 63 22 0 03 Feb 2022
Joint Symmetry Detection and Shape Matching for Non-Rigid Point Cloud Abhishek Sharma M. Ovsjanikov 3DPC 3DV 46 1 0 05 Dec 2021
Multiway Non-rigid Point Cloud Registration via Learned Functional Map Synchronization Jiahui Huang Tolga Birdal Zan Gojcic Leonidas Guibas Shihui Hu 3DPC 62 36 0 25 Nov 2021
DPFM: Deep Partial Functional Maps Souhaib Attaiki Gautam Pai M. Ovsjanikov 93 62 0 19 Oct 2021
Learning Canonical Embedding for Non-rigid Shape Matching Abhishek Sharma M. Ovsjanikov 3DV 74 1 0 06 Oct 2021
Deep Virtual Markers for Articulated 3D Shapes Hyomin Kim Jungeon Kim Jaewon Kam Jaesik Park Seungyong Lee 3DPC 3DV 56 8 0 20 Aug 2021
WSDesc: Weakly Supervised 3D Local Descriptor Learning for Point Cloud Registration Lei Li Hongbo Fu M. Ovsjanikov 3DPC 46 22 0 05 Aug 2021
NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go Marvin Eisenberger David Novotny Gael Kerchenbaum Patrick Labatut Natalia Neverova Daniel Cremers Andrea Vedaldi 3DH 3DPC 132 70 0 17 Jun 2021
Subdivision-Based Mesh Convolution Networks Shimin Hu Zheng-Ning Liu Meng-Hao Guo Junxiong Cai Jiahui Huang Tai-Jiang Mu Ralph Robert Martin 3DV 51 124 0 04 Jun 2021
Learning Spectral Unions of Partial Deformable 3D Shapes Luca Moschella Simone Melzi Luca Cosmo Filippo Maggioli Or Litany M. Ovsjanikov Leonidas Guibas Emanuele Rodolà 47 8 0 31 Mar 2021
Isometric Multi-Shape Matching Maolin Gao Zorah Lähner J. Thunberg Daniel Cremers Florian Bernard 94 27 0 04 Dec 2020
DiffusionNet: Discretization Agnostic Learning on Surfaces Nicholas Sharp Souhaib Attaiki Keenan Crane M. Ovsjanikov 3DH 99 209 0 01 Dec 2020
Deep Shells: Unsupervised Shape Correspondence with Optimal Transport Marvin Eisenberger Aysim Toker Laura Leal-Taixé Daniel Cremers OT 3DPC 115 81 0 28 Oct 2020
Correspondence Learning via Linearly-invariant Embedding R. Marin Marie-Julie Rakotosaona Simone Melzi M. Ovsjanikov 3DPC 102 66 0 25 Oct 2020
Unsupervised Dense Shape Correspondence using Heat Kernels Mehmet Aygün Zorah Lähner Daniel Cremers 82 16 0 23 Oct 2020
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 166 132 0 23 Oct 2020
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence Feng Liu Xiaoming Liu 3DPC 103 36 0 23 Oct 2020
Weakly Supervised Deep Functional Map for Shape Matching Abhishek Sharma M. Ovsjanikov 3DPC OOD 53 12 0 28 Sep 2020
Semantic Correspondence via 2D-3D-2D Cycle Yang You Chengkun Li Yujing Lou Zhoujun Cheng Lizhuang Ma Cewu Lu Weiming Wang 3DPC 142 6 0 20 Apr 2020
Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence Nicolas Donati Abhishek Sharma M. Ovsjanikov AAML 3DPC 130 158 0 31 Mar 2020
Instant recovery of shape from spectrum via latent space connections R. Marin Arianna Rampini U. Castellani Emanuele Rodolà M. Ovsjanikov Simone Melzi 119 21 0 14 Mar 2020
Forecasting Sequential Data using Consistent Koopman Autoencoders Omri Azencot N. Benjamin Erichson Vanessa Lin Michael W. Mahoney AI4TS AI4CE 203 152 0 04 Mar 2020
Cyclic Functional Mapping: Self-supervised correspondence between non-isometric deformable shapes Dvir Ginzburg D. Raviv 3DPC 67 45 0 03 Dec 2019
OperatorNet: Recovering 3D Shapes From Difference Operators Ruqi Huang Marie-Julie Rakotosaona Panos Achlioptas Leonidas Guibas M. Ovsjanikov 46 20 0 24 Apr 2019
ZoomOut: Spectral Upsampling for Efficient Shape Correspondence Simone Melzi Jing Ren Emanuele Rodolà Abhishek Sharma Peter Wonka M. Ovsjanikov 96 84 0 16 Apr 2019