Elena Sokolova
3 papers · 2012–2021 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver
π
Renaissance Researcher
(5)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core AI
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Keywords
causal inference
(1)
image generation
(1)
causal discovery
(1)
medical imaging
(1)
attention mechanism
(1)
image captioning
(1)
visual reasoning
(1)
medical report generation
(1)
visual attention
(1)
probabilistic bound
(1)
imprecise probability
(1)
radiology report generation
(1)
constraint-based method
(1)
causal relationship
(1)
encoder-decoder model
(1)
frechet inequality
(1)
probability bound
(1)
bound computation
(1)
frechet inequalities
(1)
causal statement
(1)