Juan Eugenio Iglesias
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
MIDL (3)
CVPR (1)
ICCV (1)
ICLR (1)
MICCAI (1)
Top co-authors
Keywords
brain imaging
(2)
representation learning
(1)
3d reconstruction
(1)
image segmentation
(1)
domain generalization
(1)
motion estimation
(1)
medical imaging
(1)
image reconstruction
(1)
domain randomization
(1)
synthetic data generation
(1)
magnetic resonance imaging
(1)
brain image segmentation
(1)
markov random field
(1)
convolutional neural network
(1)
variational autoencoder
(1)
synthetic datum
(1)
graph convolution
(1)
mesh reconstruction
(1)
data synthesis
(1)
fully convolutional network
(1)
Papers
UNSURF: Uncertainty Quantification for Cortical Surface Reconstruction of Clinical Brain MRIs
MICCAI 2025
Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation
ICCV 2025
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
ICLR 2025
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI
CVPR 2024
TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces
MIDL 2022
A Learning Strategy for Contrast-agnostic MRI Segmentation
MIDL 2020
An Auto-Encoder Strategy for Adaptive Image Segmentation
MIDL 2020