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Pairwise Relation Learning for Semi-supervised Gland Segmentation
Accurate and automated gland segmentation on histology tissue images is ...
08/06/2020 ∙ by Yutong Xie, et al. ∙
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On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment
Uncertainty of labels in clinical data resulting from intra-observer var...
11/02/2019 ∙ by Zhibin Liao, et al. ∙
32
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Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks
In this paper, we introduce a novel methodology for characterising the p...
10/16/2018 ∙ by Zhibin Liao, et al. ∙
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Competitive Multi-scale Convolution
In this paper, we introduce a new deep convolutional neural network (Con...
11/18/2015 ∙ by Zhibin Liao, et al. ∙
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On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units
Deep feedforward neural networks with piecewise linear activations are c...
08/03/2015 ∙ by Zhibin Liao, et al. ∙
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