Shireen Elhabian
6 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
MIDL (3)
AAAI (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
variational inference
(2)
compressed sensing
(1)
image segmentation
(1)
dirichlet process
(1)
bayesian nonparametrics
(1)
nonparametric bayesian
(1)
3d vision
(1)
image reconstruction
(1)
deep learning
(1)
variational bayesian
(1)
gaussian process
(1)
image registration
(1)
brain imaging
(1)
magnetic resonance imaging
(1)
dirichlet process mixture
(1)
latent variable model
(1)
deformation field
(1)
deep image prior
(1)
latent gaussian model
(1)
spatial transformer
(1)
Papers
Family of Deep Image Prior Networks for Accelerated 3D LGE-MRI Acquisition with Enhanced Reconstruction
MIDL 2025
MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration
MIDL 2025
Point2SSM: Learning Morphological Variations of Anatomies from Point Clouds
ICLR 2024
Image2SSM: Localization-aware Deep Learning Framework for Statistical Shape Modeling Directly from Images
MIDL 2023
Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations
AAAI 2020
ShapeOdds: Variational Bayesian Learning of Generative Shape Models
CVPR 2017