Pablo Morales-Alvarez
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
uncertainty quantification
(2)
image classification
(1)
probabilistic modeling
(1)
variational inference
(1)
structure learning
(1)
medical imaging
(1)
attention mechanism
(1)
medical image segmentation
(1)
gaussian process
(1)
multiple instance learning
(1)
missing value imputation
(1)
generative model
(1)
latent space
(1)
activation function
(1)
bayesian neural network
(1)
feature aggregation
(1)
instance-level classification
(1)
spatial dependency
(1)
bag-level classification
(1)
graph neural network
(1)
Papers
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
NeurIPS 2024
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation
ICCV 2023
Simultaneous Missing Value Imputation and Structure Learning with Groups
NeurIPS 2022
Activation-level uncertainty in deep neural networks
ICLR 2021