Pablo Morales-Alvarez
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
NIPS (2)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
transformer architecture
(1)
image classification
(1)
probabilistic modeling
(1)
variational inference
(1)
structure learning
(1)
uncertainty quantification
(1)
medical imaging
(1)
attention mechanism
(1)
medical image segmentation
(1)
multiple instance learning
(1)
missing value imputation
(1)
generative model
(1)
latent space
(1)
feature aggregation
(1)
instance-level classification
(1)
spatial dependency
(1)
bag-level classification
(1)
graph neural network
(1)
instance localization
(1)
medical imaging classification
(1)
Papers
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
NIPS 2024
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation
ICCV 2023
Simultaneous Missing Value Imputation and Structure Learning with Groups
NIPS 2022
Activation-level uncertainty in deep neural networks
ICLR 2021