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A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks.
Angelos Filos
Sebastian Farquhar
Aidan N. Gomez
Tim G. J. Rudner
Zachary Kenton
Lewis Smith
Milad Alizadeh
Arnoud de Kroon
Yarin Gal
Published in:
CoRR (2019)
Keyphrases
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deep learning
diabetic retinopathy
unsupervised learning
machine learning
unsupervised feature learning
maximum likelihood
mental models
retinal images
reinforcement learning
probabilistic model
natural images
automatic detection
weakly supervised
early detection
medical experts