Mattias P. Heinrich
8 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(125)
π
Conference Pioneer
β
The Questioner
Conferences
MIDL (4)
MICCAI (2)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
image registration
(2)
multi-task learning
(1)
feature learning
(1)
iterative optimization
(1)
point cloud registration
(1)
self-supervised learning
(1)
data augmentation
(1)
deep learning
(1)
medical image analysis
(1)
ultrasound imaging
(1)
surface registration
(1)
image analysis
(1)
biomedical imaging
(1)
convolutional neural network
(1)
differentiable rendering
(1)
3d point cloud
(1)
interpretable feature
(1)
multi-modal feature
(1)
graph network
(1)
volumetric reconstruction
(1)
Papers
Evaluation of 3D Ultrasound Reconstruction and 2D/3D Segmentation for Neonatal Hip Dysplasia Screening
MIDL 2026
CSVR: Combined Surface and Volume Registration for Neonatal Brain MRI
MIDL 2026
IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations
MICCAI 2024
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration
MICCAI 2024
Why Is the Winner the Best?
CVPR 2023
Chasing Clouds: Differentiable Volumetric Rasterisation of Point Clouds as a Highly Efficient and Accurate Loss for Large-Scale Deformable 3D Registration
ICCV 2023
Sparse Structured Prediction for Semantic Edge Detection in Medical Images
MIDL 2019
Learning interpretable multi-modal features for alignment with supervised iterative descent
MIDL 2019