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A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks.

A. Filos, S. Farquhar, A. Gomez, T. Rudner, Z. Kenton, L. Smith, M. Alizadeh, A. de Kroon, and Y. Gal. CoRR, (2019)

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J. D. Lewis-Williams

Ingrid Lewis

Catharine Janna Lewis

Howard Lewis

Ian Lewis

Other publications of authors with the same name

Try Depth Instead of Weight Correlations: Mean-field is a Less Restrictive Assumption for Deeper Networks.S. Farquhar, L. Smith, and Y. Gal. CoRR, (2020)Simple and Scalable Epistemic Uncertainty Estimation Using a Single Deep Deterministic Neural Network.J. van Amersfoort, L. Smith, Y. Teh, and Y. Gal. CoRR, (2020)Idealised Bayesian Neural Networks Cannot Have Adversarial Examples: Theoretical and Empirical Study.Y. Gal, and L. Smith. CoRR, (2018)Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective.L. Smith, J. van Amersfoort, H. Huang, S. Roberts, and Y. Gal. CoRR, (2021)Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning.M. Walmsley, L. Smith, C. Lintott, Y. Gal, S. Bamford, H. Dickinson, L. Fortson, S. Kruk, K. Masters, C. Scarlata and 3 other author(s). CoRR, (2019)A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks.A. Filos, S. Farquhar, A. Gomez, T. Rudner, Z. Kenton, L. Smith, M. Alizadeh, A. de Kroon, and Y. Gal. CoRR, (2019)Flood Detection On Low Cost Orbital Hardware.G. Mateo-Garcia, S. Oprea, L. Smith, J. Veitch-Michaelis, G. Schumann, Y. Gal, A. Baydin, and D. Backes. CoRR, (2019)Quantifying Uncertainty for Machine Learning Based Diagnostic.O. Convery, L. Smith, Y. Gal, and A. Hanuka. CoRR, (2021)Improving Deterministic Uncertainty Estimation in Deep Learning for Classification and Regression.J. van Amersfoort, L. Smith, A. Jesson, O. Key, and Y. Gal. CoRR, (2021)Capsule Networks - A Probabilistic Perspective.L. Smith, L. Schut, Y. Gal, and M. van der Wilk. CoRR, (2020)

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Disambiguation of "Smith, Lewis"

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URL
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A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks.

Please choose a person to relate this publication to

J. D. Lewis-Williams

Ingrid Lewis

Catharine Janna Lewis

Howard Lewis

Ian Lewis

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Smith, Lewis"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks.

Please choose a person to relate this publication to

J. D. Lewis-Williams

Ingrid Lewis

Catharine Janna Lewis

Howard Lewis

Ian Lewis

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks.