Bruce Fischl
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Trend Setter
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Research topics
Keywords
brain imaging
(3)
medical imaging
(2)
domain generalization
(1)
laplacian matrix
(1)
image reconstruction
(1)
domain randomization
(1)
image registration
(1)
differentiable module
(1)
fully convolutional network
(1)
synthetic data generation
(1)
magnetic resonance imaging
(1)
brain image segmentation
(1)
convolutional neural network
(1)
synthetic data
(1)
motion estimation
(1)
graph convolution
(1)
mesh reconstruction
(1)
data synthesis
(1)
semi-supervised learning
(1)
3d reconstruction
(1)
Papers
Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation
ICCV 2025
MultiMorph: On-demand Atlas Construction
CVPR 2025
Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
ICML 2025
Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI
CVPR 2024
Data Consistent Deep Rigid MRI Motion Correction
MIDL 2023
Joint cortical registration of geometry and function using semi-supervised learning
MIDL 2023
TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces
MIDL 2022
A Learning Strategy for Contrast-agnostic MRI Segmentation
MIDL 2020