Stanley DURRLEMAN
4 papers · 2015–2021 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
Conferences
NIPS (2)
CVPR (1)
JMLR (1)
Top co-authors
Keywords
longitudinal datum
(2)
manifold-valued datum
(2)
bayesian mixed-effects model
(2)
riemannian geometry
(2)
disease progression
(1)
alzheimer disease
(1)
riemannian manifold
(1)
expectation-maximization algorithm
(1)
mixed-effects model
(1)
longitudinal analysis
(1)
spatiotemporal transformation
(1)
neuropsychological assessment
(1)
spatiotemporal trajectory
(1)
longitudinal data analysis
(1)
medical imaging
(1)
shape trajectory
(1)
expectation maximization
(1)
medical image analysis
(1)
markov chain monte carlo
(1)
Papers
Learning Riemannian metric for disease progression modeling
NIPS 2021
Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms
CVPR 2018
A Bayesian Mixed-Effects Model to Learn Trajectories of Changes from Repeated Manifold-Valued Observations
JMLR 2017
Learning spatiotemporal trajectories from manifold-valued longitudinal data
NIPS 2015