Alexander Schlaefer
6 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
MIDL (5)
MICCAI (1)
Top co-authors
Keywords
image segmentation
(1)
variational inference
(1)
bayesian inference
(1)
uncertainty quantification
(1)
attention mechanism
(1)
image reconstruction
(1)
diffusion model
(1)
inverse problem
(1)
convolutional neural network
(1)
deep image prior
(1)
unsupervised anomaly detection
(1)
medical image
(1)
convolutional autoencoder
(1)
scattering transform
(1)
brain mri
(1)
wavelet transformation
(1)
intravascular ultrasound
(1)
healthy brain synthesis
(1)
Papers
Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection
MICCAI 2024
Combining Reconstruction-based Unsupervised Anomaly Detection with Supervised Segmentation for Brain MRIs
MIDL 2024
Efficient Anatomy Segmentation in Laparoscopic Surgery using Multi-Teacher Knowledge Distillation
MIDL 2024
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI
MIDL 2023
Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets
MIDL 2021
A Mean-Field Variational Inference Approach to Deep Image Prior for Inverse Problems in Medical Imaging
MIDL 2021