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ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation
[article]
2021
arXiv
pre-print
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Fully convolutional U-shaped neural networks have largely been the dominant approach for pixel-wise image segmentation. ...
To address these issues and improve their practicality we demonstrate a few-parameter compact Bayesian convolutional architecture, that achieves a marginal improvement in accuracy in comparison to related ...
We thank the ICANN 2021 reviewers for useful feedback. Martin Ferianc was sponsored through a scholarship from ICCS at UCL. ...
arXiv:2104.06957v2
fatcat:5q7lpweptrcebazd3f4zamweau