Jakob Gawlikowski
3 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Processing
(1)
Techniques
(1)
Keywords
uncertainty quantification
(3)
neural network
(2)
semantic segmentation
(2)
epistemic uncertainty
(1)
latent variable
(1)
aleatoric uncertainty
(1)
stochastic neural network
(1)
factor model
(1)
stochastic network
(1)
evidential regression
(1)
segmentation uncertainty
(1)
heteroscedastic uncertainty
(1)
stochastic segmentation network
(1)
image segmentation
(1)
variational inference
(1)