Jan Ehrhardt

4 papers · 2015–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

MIDL (3) ICCV (1)

Top co-authors

Heinz Handels (4) Julia Andresen (2) Hristina Uzunova (2) Sofija Engelson (1) Julia Kruger (1) Ayse Tatli (1) Bennet Kahrs (1) Claus von der Burchard (1) Johann Roider (1) Timo Kepp (1)

Research topics

Computer Vision (3) Domain-Specific (3) Machine Learning (2) Core Methods (2) Processing (2) Artificial Intelligence (1) Deep Learning (1) Analysis (1) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Optimization & Theory (1)

Keywords

image classification (1) image segmentation (1) medical imaging (1) landmark detection (1) maximum a posteriori (1) unsupervised segmentation (1) implicit neural representation (1) probabilistic model (1) convolutional neural network (1) subgroup discovery (1) shape disentanglement (1) optical coherence tomography (1) appearance disentanglement (1) medical image registration (1) probabilistic correspondence (1) statistical appearance model (1) deformation representation (1) deformable template (1) diffeomorphic autoencoder (1) guided filter regularization (1)

Papers

Revealing and Reducing Morphological Biases Using Implicit Neural Representations for Medical Image Registration MIDL 2026 FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids MIDL 2024 Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders MIDL 2021 Probabilistic Appearance Models for Segmentation and Classification ICCV 2015