Christoph Brune
5 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
β
The Questioner
Top co-authors
Research topics
Keywords
fisher information
(2)
pairwise comparison
(2)
spectral clustering
(1)
graph laplacian
(1)
data augmentation
(1)
out-of-distribution generalization
(1)
feature representation
(1)
image registration
(1)
experimental design
(1)
ranking problem
(1)
implicit neural representation
(1)
mixup augmentation
(1)
frequency analysis
(1)
multi-layer perceptron
(1)
neural network
(1)
deformable registration
(1)
frequency shortcut
(1)
algebraic connectivity
(1)
periodic activation function
(1)
auxiliary fourier augmentation
(1)
Papers
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation
MIDL 2025
What do neural networks learn in image classification? A frequency shortcut perspective
ICCV 2023
Implicit Neural Representations for Deformable Image Registration
MIDL 2022
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs
JMLR 2014
Enhanced statistical rankings via targeted data collection
ICML 2013