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Deep Shells: Unsupervised Shape Correspondence with Optimal Transport

Deep Shells: Unsupervised Shape Correspondence with Optimal Transport

Neural Information Processing Systems (NeurIPS), 2020
28 October 2020
Marvin Eisenberger
Aysim Toker
Laura Leal-Taixé
Zorah Lähner
    OT3DPC
ArXiv (abs)PDFHTML

Papers citing "Deep Shells: Unsupervised Shape Correspondence with Optimal Transport"

50 / 63 papers shown
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
Zhiyu Wang
Bingxin Zhou
Jing Wang
Yang Tan
Weishu Zhao
Pietro Lio
Liang Hong
105
0
0
12 Oct 2025
Matching Shapes Under Different Topologies: A Topology-Adaptive Deformation Guided Approach
Matching Shapes Under Different Topologies: A Topology-Adaptive Deformation Guided Approach
Aymen Merrouche
Stefanie Wuhrer
Edmond Boyer
108
0
0
08 Sep 2025
DcMatch: Unsupervised Multi-Shape Matching with Dual-Level Consistency
DcMatch: Unsupervised Multi-Shape Matching with Dual-Level Consistency
Tianwei Ye
Yong Ma
Xiaoguang Mei
3DV3DPC
382
0
0
01 Sep 2025
DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-rigid Shape Matching
DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-rigid Shape Matching
E. Pierson
Lei Li
Angela Dai
M. Ovsjanikov
DiffM
147
0
0
31 Jul 2025
FRIDU: Functional Map Refinement with Guided Image Diffusion
FRIDU: Functional Map Refinement with Guided Image Diffusion
Avigail Cohen Rimon
Mirela Ben Chen
Or Litany
DiffM
224
0
0
17 Jun 2025
Grasp2Grasp: Vision-Based Dexterous Grasp Translation via Schrödinger Bridges
Grasp2Grasp: Vision-Based Dexterous Grasp Translation via Schrödinger Bridges
Tao Zhong
Jonah Buchanan
Christine Allen-Blanchette
252
1
0
03 Jun 2025
NFR: Neural Feature-Guided Non-Rigid Shape Registration
NFR: Neural Feature-Guided Non-Rigid Shape Registration
Puhua Jiang
Zhangquan Chen
Mingze Sun
Ruqi Huang
3DPC
192
0
0
28 May 2025
Stable-SCore: A Stable Registration-based Framework for 3D Shape Correspondence
Stable-SCore: A Stable Registration-based Framework for 3D Shape CorrespondenceComputer Vision and Pattern Recognition (CVPR), 2025
Haolin Liu
Xiaohang Zhan
Zizheng Yan
Zhongjin Luo
Yuxin Wen
Xiaoguang Han
480
5
0
27 Mar 2025
Surface-Aware Distilled 3D Semantic Features
Surface-Aware Distilled 3D Semantic Features
Lukas Uzolas
E. Eisemann
Petr Kellnhofer
3DPC3DH
389
0
0
24 Mar 2025
SRIF: Semantic Shape Registration Empowered by Diffusion-based Image
  Morphing and Flow Estimation
SRIF: Semantic Shape Registration Empowered by Diffusion-based Image Morphing and Flow EstimationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024
Mingze Sun
Chen Guo
Puhua Jiang
Shiwei Mao
Yurun Chen
Ruqi Huang
398
9
0
18 Sep 2024
Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape
  Matching
Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching
Dongliang Cao
Zorah Laehner
Florian Bernard
DiffM
319
6
0
11 Jul 2024
Memory-Scalable and Simplified Functional Map Learning
Memory-Scalable and Simplified Functional Map Learning
Robin Magnet
M. Ovsjanikov
296
9
0
30 Mar 2024
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape
  Matching via Unsupervised Functional Map Regularized Reconstruction
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized ReconstructionNeural Information Processing Systems (NeurIPS), 2024
Souhaib Attaiki
M. Ovsjanikov
3DPC
218
12
0
11 Mar 2024
Integrating Efficient Optimal Transport and Functional Maps For
  Unsupervised Shape Correspondence Learning
Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning
Tung Le
Khai Nguyen
Shanlin Sun
Nhat Ho
Xiaohui Xie
OT
265
10
0
04 Mar 2024
Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation
Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation
Dongliang Cao
Marvin Eisenberger
Nafie El Amrani
Zorah Lähner
Florian Bernard
529
21
0
29 Feb 2024
CharacterMixer: Rig-Aware Interpolation of 3D Characters
CharacterMixer: Rig-Aware Interpolation of 3D Characters
Xiao Zhan
Rao Fu
Daniel E. Ritchie
3DH
220
4
0
23 Feb 2024
Optimal Transport on the Lie Group of Roto-translations
Optimal Transport on the Lie Group of Roto-translations
Daan Bon
Gautam Pai
Gijs Bellaard
Olga Mula
R. Duits
OT
301
2
0
23 Feb 2024
Deep Frequency-Aware Functional Maps for Robust Shape Matching
Deep Frequency-Aware Functional Maps for Robust Shape Matching
Feifan Luo
Qinsong Li
Ling Hu
Haibo Wang
Xinru Liu
Shengjun Liu
Hongyang Chen
219
0
0
06 Feb 2024
Hybrid Functional Maps for Crease-Aware Non-Isometric Shape Matching
Hybrid Functional Maps for Crease-Aware Non-Isometric Shape Matching
Lennart Bastian
Yizheng Xie
Nassir Navab
Zorah Lähner
353
16
0
06 Dec 2023
Deformation-Guided Unsupervised Non-Rigid Shape Matching
Deformation-Guided Unsupervised Non-Rigid Shape MatchingBritish Machine Vision Conference (BMVC), 2023
Aymen Merrouche
João Regateiro
Stefanie Wuhrer
Edmond Boyer
3DPC3DV
212
4
0
27 Nov 2023
Non-Rigid Shape Registration via Deep Functional Maps Prior
Non-Rigid Shape Registration via Deep Functional Maps Prior
Puhua Jiang
Mingze Sun
Ruqi Huang
277
16
0
08 Nov 2023
Unsupervised Representation Learning for Diverse Deformable Shape
  Collections
Unsupervised Representation Learning for Diverse Deformable Shape CollectionsInternational Conference on 3D Vision (3DV), 2023
Sara Hahner
Souhaib Attaiki
Jochen Garcke
M. Ovsjanikov
266
2
0
27 Oct 2023
Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching
Revisiting Map Relations for Unsupervised Non-Rigid Shape MatchingInternational Conference on 3D Vision (3DV), 2023
Dongliang Cao
Paul Roetzer
Florian Bernard
3DPC
209
5
0
17 Oct 2023
Partial Transport for Point-Cloud Registration
Partial Transport for Point-Cloud RegistrationSampling Theory, Signal Processing, and Data Analysis (TSPDA), 2023
Yikun Bai
Huy Tran
S. Damelin
Soheil Kolouri
3DPCOT
256
1
0
27 Sep 2023
Self-supervised Learning of Implicit Shape Representation with Dense
  Correspondence for Deformable Objects
Self-supervised Learning of Implicit Shape Representation with Dense Correspondence for Deformable ObjectsIEEE International Conference on Computer Vision (ICCV), 2023
Baowen Zhang
Jiahe Li
Xiaoming Deng
Yinda Zhang
Cuixia Ma
Hongan Wang
3DH
273
10
0
24 Aug 2023
Leveraging Intrinsic Properties for Non-Rigid Garment Alignment
Leveraging Intrinsic Properties for Non-Rigid Garment AlignmentIEEE International Conference on Computer Vision (ICCV), 2023
Siyou Lin
Boyao Zhou
Zerong Zheng
Hongwen Zhang
Yebin Liu
240
8
0
18 Aug 2023
Spatially and Spectrally Consistent Deep Functional Maps
Spatially and Spectrally Consistent Deep Functional MapsIEEE International Conference on Computer Vision (ICCV), 2023
Mingze Sun
Shiwei Mao
Puhua Jiang
M. Ovsjanikov
Ruqi Huang
166
33
0
17 Aug 2023
SIGMA: Scale-Invariant Global Sparse Shape Matching
SIGMA: Scale-Invariant Global Sparse Shape MatchingIEEE International Conference on Computer Vision (ICCV), 2023
Maolin Gao
Paul Roetzer
Marvin Eisenberger
Zorah Lähner
Michael Moeller
Zorah Lähner
Florian Bernard
196
9
0
16 Aug 2023
Shape-Graph Matching Network (SGM-net): Registration for Statistical
  Shape Analysis
Shape-Graph Matching Network (SGM-net): Registration for Statistical Shape AnalysisIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Shenyuan Liang
Maurício Pamplona Segundo
Sathyanarayanan N. Aakur
Sudeep Sarkar
A. Srivastava
3DPC
271
2
0
14 Aug 2023
Toward Mesh-Invariant 3D Generative Deep Learning with Geometric
  Measures
Toward Mesh-Invariant 3D Generative Deep Learning with Geometric MeasuresComputers & graphics (CG), 2023
T. Besnier
Sylvain Arguillere
E. Pierson
Mohamed Daoudi
3DH
192
10
0
27 Jun 2023
Tree-Based Diffusion Schrödinger Bridge with Applications to
  Wasserstein Barycenters
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein BarycentersNeural Information Processing Systems (NeurIPS), 2023
Maxence Noble
Valentin De Bortoli
Arnaud Doucet
Alain Durmus
DiffMOT
306
11
0
26 May 2023
Point2SSM: Learning Morphological Variations of Anatomies from Point
  Cloud
Point2SSM: Learning Morphological Variations of Anatomies from Point CloudInternational Conference on Learning Representations (ICLR), 2023
Jadie Adams
Shireen Y. Elhabian
3DPC
332
12
0
23 May 2023
Unsupervised Learning of Robust Spectral Shape Matching
Unsupervised Learning of Robust Spectral Shape MatchingACM Transactions on Graphics (TOG), 2023
Dongliang Cao
Paul Roetzer
Florian Bernard
3DPC
312
70
0
27 Apr 2023
GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape
  Generative Models
GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative ModelsInternational Conference on Learning Representations (ICLR), 2023
Haitao Yang
Xiangru Huang
Bo Sun
Minh Nguyen
Qi-Xing Huang
3DV
315
11
0
20 Apr 2023
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching
Self-Supervised Learning for Multimodal Non-Rigid 3D Shape MatchingComputer Vision and Pattern Recognition (CVPR), 2023
Dongliang Cao
Florian Bernard
3DPC
199
26
0
20 Mar 2023
Graph Matching Optimization Network for Point Cloud Registration
Graph Matching Optimization Network for Point Cloud RegistrationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Qianliang Wu
Yaqi Shen
Qianliang Wu
Guofeng Mei
Yaqing Ding
Lei Luo
Jin Xie
Jian Yang
3DPC
215
4
0
12 Feb 2023
NCP: Neural Correspondence Prior for Effective Unsupervised Shape
  Matching
NCP: Neural Correspondence Prior for Effective Unsupervised Shape Matching
Souhaib Attaiki
Maks Ovsjanikov
3DPC
197
15
0
14 Jan 2023
G-MSM: Unsupervised Multi-Shape Matching with Graph-based Affinity
  Priors
G-MSM: Unsupervised Multi-Shape Matching with Graph-based Affinity PriorsComputer Vision and Pattern Recognition (CVPR), 2022
Marvin Eisenberger
Aysim Toker
Laura Leal-Taixé
Zorah Lähner
276
9
0
06 Dec 2022
Reduced Representation of Deformation Fields for Effective Non-rigid
  Shape Matching
Reduced Representation of Deformation Fields for Effective Non-rigid Shape MatchingNeural Information Processing Systems (NeurIPS), 2022
Ramanathan Sundararaman
R. Marin
Emanuele Rodolà
M. Ovsjanikov
266
10
0
26 Nov 2022
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape
  Correspondence
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape CorrespondenceIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Mohammad Farazi
Wenjie Zhu
Zhangsihao Yang
Yalin Wang
3DPC
193
4
0
17 Oct 2022
Learning Multi-resolution Functional Maps with Spectral Attention for
  Robust Shape Matching
Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape MatchingNeural Information Processing Systems (NeurIPS), 2022
Lei Li
Nicolas Donati
M. Ovsjanikov
278
44
0
12 Oct 2022
A Simple Strategy to Provable Invariance via Orbit Mapping
A Simple Strategy to Provable Invariance via Orbit MappingAsian Conference on Computer Vision (ACCV), 2022
Kanchana Vaishnavi Gandikota
Jonas Geiping
Zorah Lähner
Adam Czapliñski
Michael Moeller
AAML3DPC
234
4
0
24 Sep 2022
SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid
  Shape Correspondence
SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape CorrespondenceInternational Conference on 3D Vision (3DV), 2022
Lei Li
Souhaib Attaiki
M. Ovsjanikov
146
10
0
16 Sep 2022
Unsupervised Deep Multi-Shape Matching
Unsupervised Deep Multi-Shape MatchingEuropean Conference on Computer Vision (ECCV), 2022
Dongliang Cao
Florian Bernard
3DPC3DV
254
44
0
20 Jul 2022
Garment Avatars: Realistic Cloth Driving using Pattern Registration
Garment Avatars: Realistic Cloth Driving using Pattern Registration
Oshri Halimi
F. Prada
Tuur Stuyck
Donglai Xiang
Timur M. Bagautdinov
He Wen
Ron Kimmel
Takaaki Shiratori
Chenglei Wu
Yaser Sheikh
3DH
230
8
0
07 Jun 2022
A Unified Framework for Implicit Sinkhorn Differentiation
A Unified Framework for Implicit Sinkhorn DifferentiationComputer Vision and Pattern Recognition (CVPR), 2022
Marvin Eisenberger
Aysim Toker
Laura Leal-Taixé
Florian Bernard
Zorah Lähner
AI4CE
173
26
0
13 May 2022
Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in
  Shape Matching
Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in Shape MatchingComputer Vision and Pattern Recognition (CVPR), 2022
Nicolas Donati
E. Corman
M. Ovsjanikov
177
48
0
28 Apr 2022
A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D
  Shape Matching
A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape MatchingComputer Vision and Pattern Recognition (CVPR), 2022
Paul Roetzer
Paul Swoboda
Zorah Lähner
Florian Bernard
238
24
0
27 Apr 2022
Implicit field supervision for robust non-rigid shape matching
Implicit field supervision for robust non-rigid shape matchingEuropean Conference on Computer Vision (ECCV), 2022
Ramanathan Sundararaman
Gautam Pai
M. Ovsjanikov
252
20
0
15 Mar 2022
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object
  Manipulation
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation
Bokui Shen
Zhenyu Jiang
Chris Choy
Leonidas Guibas
Silvio Savarese
Anima Anandkumar
Yuke Zhu
AI4CE
314
50
0
14 Mar 2022
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