Christoph Brune
5 papers · 2013–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🏃 Academic Marathon (10)
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Interdisciplinary Bridge
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Conference Pioneer
❓
The Questioner
Conferences
MIDL (2)
ICCV (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
representation learning
(1)
image classification
(1)
spectral clustering
(1)
data augmentation
(1)
out-of-distribution generalization
(1)
feature representation
(1)
fisher information
(1)
image registration
(1)
experimental design
(1)
ranking problem
(1)
implicit neural representation
(1)
pairwise comparison
(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)
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