Julian McGinnis
4 papers · 2024–2026 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
representation learning
(1)
semantic segmentation
(1)
image segmentation
(1)
medical imaging
(1)
spatio-temporal modeling
(1)
implicit neural representation
(1)
diffusion model
(1)
neural field
(1)
neural implicit function
(1)
super resolution
(1)
cardiac magnetic resonance
(1)
sparse supervision
(1)
motion correction
(1)
pairwise registration
(1)
multimodal registration
(1)
inpainting
(1)
interslice gap
(1)
k-space point spread function
(1)
camcan dataset
(1)
free form deformations
(1)
Papers
MedFuncta: A Unified Framework for Learning Efficient Medical Neural Fields
MIDL 2026
NISF$++$: Geometrically-grounded implicit representations of 3D$+$time cardiac function from 2D short- and long-axis MR views
MIDL 2026
Modeling the acquisition shift between axial and sagittal MRI for diffusion superresolution to enable axial spine segmentation
MIDL 2024
SINR: Spline-enhanced implicit neural representation for multi-modal registration
MIDL 2024