Adrian Dalca
5 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
NIPS (3)
CVPR (1)
MIDL (1)
Top co-authors
Keywords
convolutional neural network
(2)
medical imaging
(2)
domain generalization
(1)
variational inference
(1)
synthetic data generation
(1)
gaussian process
(1)
time series
(1)
image alignment
(1)
image registration
(1)
brain imaging
(1)
scale space
(1)
gaussian process prior
(1)
probabilistic model
(1)
latent variable model
(1)
latent representation
(1)
convolutional network
(1)
variational autoencoder
(1)
pareto optimization
(1)
3d registration
(1)
brain mri
(1)
Papers
MultiMorph: On-demand Atlas Construction
CVPR 2025
Scale-Space Hypernetworks for Efficient Biomedical Image Analysis
NIPS 2023
A Learning Strategy for Contrast-agnostic MRI Segmentation
MIDL 2020
Learning Conditional Deformable Templates with Convolutional Networks
NIPS 2019
Gaussian Process Prior Variational Autoencoders
NIPS 2018