Timo Bremer
4 papers · 2018–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
CVPR (1)
Top co-authors
Keywords
distribution shift
(2)
neural tangent kernel
(1)
transfer learning
(1)
epistemic uncertainty
(1)
model robustness
(1)
medical imaging
(1)
data augmentation
(1)
image reconstruction
(1)
fourier analysis
(1)
out-of-distribution generalization
(1)
machine learning
(1)
spectral analysis
(1)
outlier rejection
(1)
convolutional neural network
(1)
foundation model
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
generalization gap
(1)
statistical mechanics
(1)
computed tomography
(1)
Papers
Single Model Uncertainty Estimation via Stochastic Data Centering
NIPS 2022
Models Out of Line: A Fourier Lens on Distribution Shift Robustness
NIPS 2022
A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning
NIPS 2020
Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion
CVPR 2018