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2102.07951
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ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks

v1v2v3 (latest)

ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

16 February 2021

Boulbaba Ben Amor

Sylvain Arguillere

ArXiv (abs)PDF HTML

Papers citing "ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks"

12 / 12 papers shown

Free-Boundary Quasiconformal Maps via a Least-squares Operator in Diffeomorphism Optimization

Free-Boundary Quasiconformal Maps via a Least-squares Operator in Diffeomorphism Optimization

171

1

0

12 Nov 2025

Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs

Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs

Riccardo Tenderini

Francesco Regazzoni

Alison L. Marsden

248

3

0

01 Jun 2025

Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning

Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning

Amir A. Zadpoor

633

0

0

27 Mar 2025

AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows

AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic FlowsScience Advances (Sci Adv), 2025

271

8

0

16 Mar 2025

Stationary Velocity Fields on Matrix Groups for Deformable Image
Registration

Stationary Velocity Fields on Matrix Groups for Deformable Image Registration

Johannes Bostelmann

Ole Gildemeister

214

1

0

14 Oct 2024

DFORM: Diffeomorphic vector field alignment for assessing dynamics
across learned models

DFORM: Diffeomorphic vector field alignment for assessing dynamics across learned models

Giacomo Vedovati

155

4

0

15 Feb 2024

CLAIRE: Scalable GPU-Accelerated Algorithms for Diffeomorphic Image
Registration in 3D

CLAIRE: Scalable GPU-Accelerated Algorithms for Diffeomorphic Image Registration in 3D

271

3

0

30 Jan 2024

FineMorphs: Affine-diffeomorphic sequences for regression

FineMorphs: Affine-diffeomorphic sequences for regressionJournal of machine learning research (JMLR), 2023

241

0

0

26 May 2023

RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural
Representations

RDA-INR: Riemannian Diffeomorphic Autoencoding via Implicit Neural RepresentationsSIAM Journal of Imaging Sciences (JSIS), 2023

N. Strisciuglio

Christoph Brune

344

6

0

22 May 2023

Automatic classification of deformable shapes

Automatic classification of deformable shapes

Hossein Dabirian

Radmir Sultamuratov

Carlos El Tallawi

212

1

0

04 Nov 2022

A deep residual learning implementation of Metamorphosis

A deep residual learning implementation of MetamorphosisIEEE International Symposium on Biomedical Imaging (ISBI), 2022

Matthis Maillard

Anton Franccois

125

12

0

01 Feb 2022

Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling

Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling

Daan Christiaens

Dirk Vandermeulen

261

13

0

28 Sep 2021

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