Yael Balbastre
4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(11)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CVPR (1)
ICCV (1)
ICML (1)
MIDL (1)
Top co-authors
Keywords
convolutional neural network
(2)
semantic segmentation
(1)
motion estimation
(1)
medical imaging
(1)
image reconstruction
(1)
out-of-distribution generalization
(1)
domain randomization
(1)
magnetic resonance imaging
(1)
brain image segmentation
(1)
markov random field
(1)
synthetic datum
(1)
data synthesis
(1)
product of expert
(1)
fully convolutional network
(1)
image augmentation
(1)
slice-to-volume reconstruction
(1)
3d neuroimaging
(1)
3d reconstruction
(1)
hypergradient optimization
(1)
Papers
Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation
ICCV 2025
Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
ICML 2025
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI
CVPR 2024
An MRF-UNet Product of Experts for Image Segmentation
MIDL 2021