Martin Styner
4 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
👥
Mega-Team
(28)
🚀
Conference Pioneer
Conferences
MICCAI (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
self-supervised learning
(1)
medical imaging
(1)
grassmann manifold
(1)
riemannian manifold
(1)
confidence interval
(1)
longitudinal analysis
(1)
spatiotemporal learning
(1)
longitudinal imaging
(1)
neuroimage analysis
(1)
segmentation consistency
(1)
geodesic regression
(1)
Papers
Phenotype Representation and Analysis via Discriminative Atypicality (PRADA) to capture the structural heterogeneity of Autism Spectrum Disorder
MICCAI 2025
Understanding Brain Dynamics Through Neural Koopman Operator with Structure-Function Coupling
MICCAI 2024
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
NIPS 2022
Regression Uncertainty on the Grassmannian
AISTATS 2017