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08/25/2023
Kissing to Find a Match: Efficient Low-Rank Permutation Representation
Permutation matrices play a key role in matching and assignment problems...
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08/16/2023
SIGMA: Scale-Invariant Global Sparse Shape Matching
We propose a novel mixed-integer programming (MIP) formulation for gener...
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03/28/2023
CCuantuMM: Cycle-Consistent Quantum-Hybrid Matching of Multiple Shapes
Jointly matching multiple, non-rigidly deformed 3D shapes is a challengi...
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11/21/2022
Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching
We consider the problem of finding a continuous and non-rigid matching b...
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10/13/2022
QuAnt: Quantum Annealing with Learnt Couplings
Modern quantum annealers can find high-quality solutions to combinatoria...
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09/24/2022
A Simple Strategy to Provable Invariance via Orbit Mapping
Many applications require robustness, or ideally invariance, of neural n...
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03/15/2022
Intrinsic Neural Fields: Learning Functions on Manifolds
Neural fields have gained significant attention in the computer vision c...
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06/18/2021
Training or Architecture? How to Incorporate Invariance in Neural Networks
Many applications require the robustness, or ideally the invariance, of ...
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05/06/2021
Q-Match: Iterative Shape Matching via Quantum Annealing
Finding shape correspondences can be formulated as an NP-hard quadratic ...
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12/04/2020
Isometric Multi-Shape Matching
Finding correspondences between shapes is a fundamental problem in compu...
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10/23/2020
Unsupervised Dense Shape Correspondence using Heat Kernels
In this work, we propose an unsupervised method for learning dense corre...
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05/29/2019
Smooth Shells: Multi-Scale Shape Registration with Functional Maps
We propose a novel 3D shape correspondence method based on the iterative...
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09/28/2018
Functional Maps Representation on Product Manifolds
We consider the tasks of representing, analyzing and manipulating maps b...
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06/27/2018
Divergence-Free Shape Interpolation and Correspondence
We present a novel method to model and calculate deformation fields betw...
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07/25/2017
Efficient Deformable Shape Correspondence via Kernel Matching
We present a method to match three dimensional shapes under non-isometri...
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01/22/2016