HyperMorph: Amortized Hyperparameter Learning for Image Registration

HyperMorph: Amortized Hyperparameter Learning for Image Registration

4 January 2021

Adrian V. Dalca

Papers citing "HyperMorph: Amortized Hyperparameter Learning for Image Registration"

15 / 15 papers shown

Title
FF-PNet: A Pyramid Network Based on Feature and Field for Brain Image Registration Ying Zhang Shuai Guo Chenxi Sun Yuchen Zhu Jinhai Xiang MedIm 43 0 0 08 May 2025
Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types Muhammad Umair Danish Katarina Grolinger AI4TS 71 3 0 07 Feb 2025
multiGradICON: A Foundation Model for Multimodal Medical Image Registration Basar Demir Lin Tian Hastings Greer Roland Kwitt François-Xavier Vialard R. Estépar Sylvain Bouix Richard Jarrett Rushmore Ebrahim Ebrahim Marc Niethammer OOD MedIm 40 7 0 01 Aug 2024
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration Leonard Siegert Paul Fischer Mattias P. Heinrich Christian F. Baumgartner 41 1 0 15 Jul 2024
Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration Anna Reithmeir Lina Felsner R. Braren Julia A. Schnabel Veronika A. Zimmer 27 0 0 05 Jul 2024
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 28 36 0 28 Jul 2023
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration Xinlei Jia A. Thorley A. Gómez Wenqi Lu D. Kotecha Jinming Duan 21 5 0 06 Jul 2023
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT MedIm 21 4 0 10 Mar 2023
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images K. Yu Li Sun Junxiang Chen Maxwell Reynolds Tigmanshu Chaudhary Kayhan Batmanghelich 17 1 0 21 Feb 2023
Learning the Effect of Registration Hyperparameters with HyperMorph Andrew Hoopes Malte Hoffmann Douglas N. Greve Bruce Fischl John Guttag Adrian V. Dalca 11 38 0 30 Mar 2022
Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis Raghavendra Selvan N. Bhagwat Lasse F. Wolff Anthony Benjamin Kanding Erik Dam 28 24 0 04 Mar 2022
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential Soumyadeep Pal Matthew Tennant Nilanjan Ray MedIm 11 2 0 01 Feb 2022
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning Alessa Hering Lasse Hansen Tony C. W. Mok Albert C. S. Chung H. Siebert ... K. Murphy Nikolas Lessmann Bram van Ginneken Adrian V. Dalca M. Heinrich 18 180 0 08 Dec 2021
Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma Adrian V. Dalca M. Sabuncu SSeg 31 14 0 21 May 2021
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 99 714 0 13 Jun 2018