Milan Sonka
6 papers
· 2016–2025
· 4 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(16)
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Keyword Pioneer
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Hot Topic Early Bird
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Conference Polyglot
(4)
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Academic Marathon
(9)
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Cross-Pollinator
(13)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Topic Evolution
Conferences
CVPR (2)
WACV (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
medical image classification
(2)
stochastic optimization
(2)
multi-instance learning
(1)
self-supervised learning
(1)
medical imaging
(1)
medical image segmentation
(1)
variance reduction
(1)
graph cut optimization
(1)
persistent homology
(1)
markov random field
(1)
graph cut
(1)
convolutional neural network
(1)
deep neural network
(1)
feature fusion
(1)
topological feature
(1)
compositional optimization
(1)
surrogate loss function
(1)
shape prior
(1)
auc maximization
(1)
segmentation model
(1)