Adrian Dalca
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Computer Vision
(3)
Application Areas
(3)
Domain-Specific
(3)
Learning Types · Machine Learning
(3)
Healthcare & Medicine
(2)
Architectures
(2)
Clinical
(2)
Models
(2)
Artificial Intelligence
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
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
NeurIPS 2023
A Learning Strategy for Contrast-agnostic MRI Segmentation
MIDL 2020
Learning Conditional Deformable Templates with Convolutional Networks
NeurIPS 2019
Gaussian Process Prior Variational Autoencoders
NeurIPS 2018