Bulat Ibragimov
5 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Machine Learning
(2)
Clinical
(2)
Core AI
(2)
Core Methods
(2)
Domain-Specific
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
medical imaging
(2)
image segmentation
(1)
cross-modal learning
(1)
attention modeling
(1)
eye tracking
(1)
diagnostic errors
(1)
variance reduction
(1)
latent variable
(1)
decision tree
(1)
concept bottleneck
(1)
neural cellular automata
(1)
concept bottleneck model
(1)
stochastic gradient boosting
(1)
sampling probability
(1)
self-explaining model
(1)
interpretable concept
(1)
retinal vessel segmentation
(1)
sampling optimization
(1)
minimal variance sampling
(1)
segmentation refinement
(1)
Papers
RNCA: Self-Repairing Segmentation Masks
MIDL 2026
Longitudinal anatomical attention maps for recognizing diagnostic errors from radiologists’ eye movements
MICCAI 2025
Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks
ICML 2024
Cross-Modal Conceptualization in Bottleneck Models
EMNLP 2023
Minimal Variance Sampling in Stochastic Gradient Boosting
NeurIPS 2019